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Namespace Clone

Tools to clone (some or all) functions and arguments in a namespace and invoke them using Pedestal Interceptor chains.

The clone namespace can then be used instead of the cloned namespace in the require section of other namespaces that use the cloned namespace.

This provides two benefits:

  1. the clone namespace can support a subset of fns available in the cloned namespace i.e. reduce the api size to fns that you want exposed.
  2. the interceptor chain allows custom cross-cutting/middleware to be added to all function calls. This opens up many useful behaviours at the namespace/API layer e.g.
    • API call logging/timing
    • Translating an api function to some other function
    • Error handling / translation e.g. using Phrase to convert some spec errors to user facing error messages
    • Application context specific concerns e.g. access controls
    • Metrics / sampling
    • Canary releases driven by the app context data
    • Versioning
    • Experiments : transparently running a new version of a fn async next to the original and reporting when results differ
    • What else?

The clone api uses multi-methods to allow open extension of any application context shape and interceptor chains.

Original use-case

A wrapper for the Datomic API functions available in all libs i.e. the lowest common denominator set of functions from the Client AND Peer libraries.

Useful when you want local dev/test against a local "mem" database but want to run your code in production against the Cloud/Client API.

This use-case is used as the sample and test source in this project. It also provides a Datomic clone namespace for any project needing consistent peer vs client code.

The datomic-peer-clone sub-project has an implementation of the delegate interceptors for use with the Peer API.

TODO datomic-client-clone sub-project

On Datomic API open-ness

The Datomic peer api is less open (i.e. functions only) but the client api is a protocol so much better. This lib can provide a consistent api for both.

Migration use-case

A cloned api can also be used to migrate away from using a namespace without changing consumers of that namespace. Since your application code chooses how to delegate the clone functions, you can change the underlying implementation whenever you want. e.g. d/entity calls can be transparently translated to d/pull calls.

The datomic-clone.api in this project does not include the d/entity function. This forces any peer based project to remove d/entity calls before using the clone api. This is because there is no reliable way to clone the d/entity function in the client api. d/pull is the closest but it's behaviour is just different enough that, even with a clone function, the delegate would be difficult to write. The easiest solution seems to be to avoid d/entity. If you need d/entity or any other missing function, you can create your own clone namespace instead of using datomic-clone.api and then you can clone exactly what you need.

d/invoke is also absent in datomic-clone.api because there is currently no support for it in Cloud/Client.

Usage

Look at the Datomic example for how to clone a namespace. Then:

  1. If cloning a non-Datomic namespace, create a clone namespace following the pattern in the datomic-clone.api namespace
  2. Implement the defmethods for your application context and interceptor chains. Follow the pattern in datomic-peer-clone or the tests in this project.
  3. Optionally implement a spec for your app context data
  4. Replace the (:require [datomic.api :as d]) with your clone namespace anywhere that it is required
  5. Try using the logger interceptor, the feedback is interesting, especially for functions that make network calls

The initial wrapped argument can be produced any way you want e.g. your own function. Look at the datomic-clone-test to see that the initial conn value being created.

The datomic-clone-test namespace provides a simple mocked version of this.

Then look at the datomic-peer-clone sub-project to see how to implement a clone with a real delegate interceptor instead of the mock delegates in the tests.

The datomic-peer-clone sub-project is intended for use as a dependency in Datomic projects which need to run using both the local (peer) or Cloud (client) APIs. It includes the ns-clone project as its only dependency.

Despite the Datomic slant, the ns-clone project has no Datomic dependencies and can be used to clone any namespace, without Datomic. That is why datomic-peer-clone is a sub-project, to avoid unwanted dependencies when used elsewhere.

Installation

To run tests:

  1. lein test
  2. lein sub test

To install from source:

  1. lein install installs the ns-clone lib
  2. lein sub install installs the datomic-peer-clone lib

Assumptions

This lib works by passing around a wrapper (map) in place of one of the args to all cloned functions. The wrapped value (the original arg) is passed in the :UNSAFE! map entry. This makes it available for the delegate interceptor to use it to call the underlying function. Of course any function can access the :UNSAFE! value, but that will appear in source and discourage any developer from going around the interceptor chain.

If the wrapped arg is translated into another value, for use in another cloned function, then it should transfer all the map data and assoc the new value in the :UNSAFE! key.

It is possible to not wrap any arguments. In datomic-clone.api this is done for d/tempid and d/squuid. This excludes certain types of middleware but still provides many benefits.

Status

This lib is being used in a Datomic webapp, which is not yet running in Production.

There are likely missing features around database values in the datomic-peer-clone. The initial version has just enough for my use-case and I'm sure that's not enough for everyone. Hence the need for feedback from people willing to try it.

Not yet deployed to Clojars, will do so after initial feedback.

Disadvantages

  • Stacktraces : will be bigger because, the interceptor chain handling calls are included in the stack.
  • Exceptions : will be more complex because the Pedestal interceptor execution will wrap them in an ExceptionInfo with additional execution data. This is pretty easy to spot so not too bad.
  • Error messages : arity errors in api calls are reported by the clone namespace. This is tolerable since the same error would occur using the cloned namespace. Currently they are reported by the delegate. This could be changed to be reported by the clone fn instead. What do you think?
  • Documentation : when you use your IDE to show doc for a clone fn, you will see the clone function doc and not the underlying (cloned) functions doc.

Ideas / Future

  1. A Datomic Client api sub-project. Requires mapping the datomic-clone.api functions to client api calls using delegates. The transact-async delegate will need to translate from a core.async channel to a future to keep the clone api consistent.
  2. Enhance the logger interceptor to record the invoking function i.e. one above in the call stack. This will be useful when wanting to know where in the source each cloned function was called.
  3. Add a macro to:
    1. generate the clone fns and queue factory fns i.e. less boilerplate to use this lib
    2. copy over the doc from the cloned functions
    3. compare each fn with the underlying cloned fn to ensure the APIs don't diverge

Acknowledgements

Cloning the Datomic API was inspired by Rob Stuttafords Bridge project.

Got some help on futures for datomic-peer-clone from Leo Borges

License

Copyright © 2018 Steve Buikhuizen

EPL, same as Clojure.

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