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Cambria Automerge

Cambria Automerge is a proof of concept implementation of cambria on automerge.

This represents an alternate implementation of the Automerge 0.14 backend with just enough functionality to be tested against an experimental branch of hypermerge.

This implementation should NOT be used in any kind of production environment and is just a proof of concept.

How it works

The frontend backend connection have a single cambria schema between them - this allows an unmodified automerge frontend to interface with the cambria backend since they always speak the same change-request/patch language. A more advanced implementation might allow the frontend to shift between schemas and validate that all changes are legal to the schema before sending them to the backend.

The backend wraps changes and tracks the schema ID. Before each change can be applied the change (and its ops) are migrated to the intended schema using cambria. The pipeline looks something like this

  function convertOp(...) : Op[] {

    const patch = opToPatch(op, from)
    const convertedPatch = applyLensToPatch(lensStack, patch, jsonschema7)
    const convertedOps = patchToOps(convertedPatch, to)

    return convertedOps
  }

The op is transformed into a patch, the patch is converted via cambria, then converted back into an op and applied.

The patch conversion requires mapping between objectId's and elementId's in automerge to json paths which in the current nieve implementation is done by managing multiple automerge backends and doing lookups for each op. This process is obviously slow and non-optimal but optimized implementations are possible.

Technical details

The default values of an empty dock need to be populated before the first change is applied. This is done by each document generating a "phantom change" with actorId '0000000000' seq 1 which the first commit depends on. This dependency is not leaked to the outside world as we don't want it written to disk or sent out over the network. As long as cambria generates the same list of default patches for all peers they will have an identical phantom default change. The default patch is generated by trying to apply the urOp that is implied by automerges root map's existence and applying the cambria lenses to it.

  { op: 'add' as const, path: '', value: {} }

When a migration creates an insert (and an elemid) the system increments the last seen highest elemid for that actor as if that actor had created is. As each actors changes have a distinct order this means that everyone will see the same elemids per actor per schema. This does mean there will be duplicate elemids within a document breaking an automerge assumption BUT they will never be in the same sequence therefore it should not cause any problems in practice.

Why automerge 0.14 instead of 1.0

We attempted to do this integration with automerge 1.0 (performance branch) but found it's optimizations frustrated our attempts to do this integration.

The binary format required encoding and decoding, hash's and deps were unstable due to generated changes, opId's and startOp were unstable due to one op sometimes being translated into many.

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