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Enhancing virtual KG access over tabular data with RML and CSVW

Home Page: https://morph.oeg.fi.upm.es/tool/morph-csv

License: Apache License 2.0

Python 69.30% Dockerfile 0.68% Shell 5.16% HTML 7.80% JavaScript 16.29% CSS 0.77%
data-integration csv knowledge-graph obda

morph-csv's Issues

Implement rr:class support

We can add the rr:class of the subject maps from the generated R2RML applying a regex to the ttl file searching for the names of the ObjectMaps correspondings with each subject to include the rdf:type of the subject using the rr:class predicate

Formalization

based on the constraints, normalize the data when:

  • csvw:separator is defined in CSVW
  • two TM have the same source

Remove duplicates

After the applications of the rules, remove the duplicates of the raw data with uniq command

Review why FK are not being applied

For example, in Q9 of GTFS-MAdrid-Benh FK should be created (and they are declared in the CSVW) but the morph-csv output does not contain any PK
https://morph.oeg.fi.upm.es/demo/morphcsv/run/gtfs/9

"foreignKey": [
          {
            "columnReference": "route_id",
            "reference": {
              "resource": "/data/ROUTES.csv",
              "columnReference": "route_id"
            }
          },
          {
            "columnReference": "shape_id",
            "reference": {
              "resource": "/data/SHAPES.csv",
              "columnReference": "shape_id"
            }
          },
          {
            "columnReference": "service_id",
            "reference": {
              "resource": "/data/CALENDAR.csv",
              "columnReference": "service_id"
            }
          },
          {
            "columnReference": "service_id",
            "reference": {
              "resource": "/data/CALENDAR_DATES.csv",
              "columnReference": "service_id"
            }
          }
        ],

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