Release Notes 0.7.5


These are the first release notes for the UBOS Personal Data Mesh! It must mean that the codebase is getting more stable and more useful! (It does.)


This release adds major new functionality related to importers that makes developers’ lives easier.

How to run


To update

It’s recommended to undeploy your UBOS Mesh-based application, redeploy, and re-convert and re-import data, with commands such as:

# ubos-admin showsite --json > mysite.json
# ubos-admin undeploy --all
# ubos-admin update
# ubos-admin deploy --file mysite.json

and then run mesh-converter, mesh-differencer and mesh-peertalk to re-convert and re-import.

To run for the first time

If you have not run UBOS Mesh before, follow the Developer tutorials for UBOS Mesh, and before you execute the first command in the container, run:

# sudo ubos-admin update

What’s new

New framework: importer-handler

If you are writing a new importer for some data source, an entirely new importer framework, called the importer-handler framework, is now available. This is an addition, and does not conflict with or replace previously existing functionality.

This new framework specifically makes it easier to develop, and maintain, importers that import “compound” files, such as ZIP files, or directory hierarchies, that contains individual data files (like JSON, or CSV, or others) with different formats. For example, Facebook provides a single ZIP file containing many JSON files, one or more for each of their products. It is similar for Google and Amazon.

The new importer-handler framework enables developers:

  • To develop importers gradually: instead of having to write code, for example, that understands the often more than 100 different files with almost as many types exported by a company like Amazon, a developer can focus on those parts of the data set they are most interested in, and let the framework handle the rest.

  • The importer-handler framework knows how to import many common file types generically (like JSON, CSV, VCard, blob files). This list of generic file types is open-ended and can be extended by developers. Of course a generic importer cannot understand the semantics of what, say, a given CSV file attempts to express, but it can parse the structure and import that data into UBOS Mesh as non-typed MeshObjects (using Attributes and RoleAttributes rather than EntityTypes, PropertyTypes and RoleTypes).

The new importer-handler framework also makes importers much better at “fuzzy matching” of importers to data sources. This is necessary because:

  • Companies change their data export files all the time; sometimes minor, sometimes dramatically, and always without announcing it :-(. If we were to write importers with hard and fast rules about what is expected and what not, the success rate of importing a given file would drop dramatically. Instead, we want to deteriorate gradually and be able to import files that have content, or structures, we didn’t exactly expect, at the cost of not getting everything but getting most.

  • We don’t necessarily want rely on the user to specify the correct importer with a given data source, and would like to take educated guesses instead.

Migration of existing importers

The existing importers (Facebook, Google, Amazon) have been migrated to the new importer-handler framework, and as a result, these importers are now much more maintainable, understandable, and incrementally enhanceable.

They can also – magically – import much more data even for those parts of import files no specific parser has been written for. While being smaller in terms of code size :-)

New options for mesh-converter

The mesh-converter executable has gained several new options to aid importer developers. Specifically:

  • --explain will explain why a particular importer was chosen for a given data file.

  • --analyze will match the expectations of a given importer against the content of a compound import file, and explain where they match or do not. This enables a developer, for example, to quickly find out which parts of their importer need to be updated for a new version of an export file.

  • --statistics will emit some statistical information about the MeshObjects created by the import, such as the most used EntityType, the most-connected (into the graph) MeshObject and the like. This is useful for developers to have some idea what their importer actually produces for a real-world data file, without having to look into the .mesh file itself.

Known issues

  • No corresponding changes have been made to the UI yet. It can be a bit difficult to actually “see” the newly imported data.
  • Because the importers are more capable, they import more data. This causes mesh-converter and other tools to take longer to run and require more RAM and storage.