mirror of
https://github.com/ISEAL-Community/iseal-core.git
synced 2024-11-22 14:55:03 +01:00
197 lines
8.3 KiB
Python
197 lines
8.3 KiB
Python
|
#!/usr/bin/env python
|
||
|
|
# coding: utf-8
|
||
|
|
|
||
|
|
from rdflib import Graph
|
||
|
|
from rdflib.namespace import OWL, DC, DCTERMS, RDF, RDFS, SKOS, XSD
|
||
|
|
from rdflib import URIRef, BNode, Literal
|
||
|
|
import json
|
||
|
|
import os
|
||
|
|
import pandas as pd
|
||
|
|
import pylode
|
||
|
|
import re
|
||
|
|
|
||
|
|
|
||
|
|
g = Graph()
|
||
|
|
|
||
|
|
##namespace
|
||
|
|
#NS = "http://iseal.org/terms/"
|
||
|
|
NS = "https://alanorth.github.io/iseal-schema/#"
|
||
|
|
## create ontology
|
||
|
|
iseal = URIRef(NS)
|
||
|
|
g.add((iseal, RDF.type, OWL.Ontology))
|
||
|
|
|
||
|
|
|
||
|
|
df = pd.read_csv('../data/schema-fields.csv')
|
||
|
|
df.dropna(how='all', axis=1)
|
||
|
|
df.fillna('', inplace=True)
|
||
|
|
|
||
|
|
|
||
|
|
for index, row in df.iterrows() :
|
||
|
|
element_name = row['element name']
|
||
|
|
element_description = row['element description']
|
||
|
|
comment = row['element guidance']
|
||
|
|
example = row['element link for more information']
|
||
|
|
cardinality = row['element options']
|
||
|
|
prop_type = row['element type']
|
||
|
|
controlled_vocab = row['element controlled values or terms']
|
||
|
|
module = row['idss element cluster']
|
||
|
|
module_cat = row['idss schema module']
|
||
|
|
dc = row['element link for dublin core attributes']
|
||
|
|
dspace = row['dspace field name']
|
||
|
|
|
||
|
|
##module
|
||
|
|
moduleUri = URIRef(NS+module)
|
||
|
|
if not (None, SKOS.prefLabel, Literal(module)) in g:
|
||
|
|
##create module as skos concept
|
||
|
|
g.add((moduleUri, RDF.type, OWL.Class)) ## SKOS.Concept
|
||
|
|
g.add((moduleUri, SKOS.prefLabel, Literal(module)))
|
||
|
|
##element
|
||
|
|
#if '-' not in element_name:
|
||
|
|
if True: ## lazy reindenting
|
||
|
|
concept = module_cat#element_name.split(' - ')[0]
|
||
|
|
#element = element_name.strip()
|
||
|
|
## code from Alan
|
||
|
|
# Make sure element name is URL friendly because we need to use it in
|
||
|
|
# the file system and in the URL.
|
||
|
|
#
|
||
|
|
# Replace two or more whitespaces with one
|
||
|
|
element_name = re.sub(r"\s{2,}", " ", element_name)
|
||
|
|
# Replace unnecessary stuff in some element names (I should tell Peter
|
||
|
|
# that these belong in the description)
|
||
|
|
element_name = re.sub(r"\s?\(\w+\)", "", element_name)
|
||
|
|
# Remove commas and question marks
|
||
|
|
element_name = re.sub(r"[,?]", "", element_name)
|
||
|
|
# Replace ": " with a dash (as in "Evaluation: ")
|
||
|
|
element_name = element_name.replace(": ", "-")
|
||
|
|
# Replace " / " with a dash (as in "biome / zone")
|
||
|
|
element_name = element_name.replace(" / ", "-")
|
||
|
|
# Replace whitespace, colons, and slashes with dashes
|
||
|
|
element_name = re.sub(r"[\s/]", "-", element_name)
|
||
|
|
# Lower case it
|
||
|
|
element_name = element_name.lower()
|
||
|
|
# Strip just in case
|
||
|
|
element_name = element_name.strip()
|
||
|
|
|
||
|
|
# For example Certifying Body, FSC audit, Certificate, etc
|
||
|
|
cluster = row["idss element cluster"].capitalize()
|
||
|
|
|
||
|
|
# For example Assurance, Certification, Core, Impact, etc
|
||
|
|
module = row["idss schema module"].capitalize()
|
||
|
|
|
||
|
|
# Generate a "safe" version of the element name for use in URLs and
|
||
|
|
# files by combining the cluster and the element name. This could
|
||
|
|
# change in the future.
|
||
|
|
element_name_safe = cluster.replace(" ", "-").lower() + "-" + element_name
|
||
|
|
|
||
|
|
element = element_name_safe
|
||
|
|
|
||
|
|
|
||
|
|
conceptUri = URIRef(NS+concept.replace(" ", "_"))
|
||
|
|
if not (None, SKOS.prefLabel, Literal(concept)) in g:
|
||
|
|
##create concept as skos concept
|
||
|
|
g.add((conceptUri, RDF.type, OWL.Class)) ## SKOS.Concept
|
||
|
|
g.add((conceptUri, SKOS.prefLabel, Literal(concept)))
|
||
|
|
g.add((conceptUri, RDFS.subClassOf, moduleUri))
|
||
|
|
|
||
|
|
## create properties
|
||
|
|
elementURI = URIRef(NS+element.replace(" ", "_"))
|
||
|
|
if prop_type == 'CONTROLLED VALUE': ## object property
|
||
|
|
g.add((elementURI, SKOS.prefLabel, Literal(element)))
|
||
|
|
g.add((elementURI, RDF.type, OWL.ObjectProperty))
|
||
|
|
g.add((elementURI, OWL.domain, conceptUri))
|
||
|
|
## add suproperty link
|
||
|
|
if(dc):
|
||
|
|
dct = dc.split(":")[1]
|
||
|
|
if 'wgs84' in dc:
|
||
|
|
g.add((elementURI, RDFS.subPropertyOf, URIRef("http://www.w3.org/2003/01/geo/wgs84_pos#"+dct)))
|
||
|
|
else:
|
||
|
|
g.add((elementURI, RDFS.subPropertyOf, URIRef("http://purl.org/dc/terms/"+dct)))
|
||
|
|
## add dspace alternative ID
|
||
|
|
g.add((elementURI, URIRef("http://purl.org/dc/terms/alternative"), Literal(dspace)))
|
||
|
|
## create controlled vocab
|
||
|
|
cvURI = URIRef(NS+"VOCAB_"+element.replace(" ", "_"))
|
||
|
|
g.add((cvURI, RDF.type, OWL.Class)) ## SKOS.Concept ## SKOS.Collection??
|
||
|
|
g.add((cvURI, SKOS.prefLabel, Literal("VOCAB "+element)))
|
||
|
|
for term in controlled_vocab.split("||"):
|
||
|
|
termURI = URIRef(NS+term.replace(" ", "_").replace("|", ""))
|
||
|
|
g.add((termURI, RDF.type, OWL.Class)) ## SKOS.Concept
|
||
|
|
g.add((termURI, SKOS.prefLabel, Literal(term)))
|
||
|
|
g.add((termURI, RDFS.subClassOf, cvURI)) ## SKOS.member???
|
||
|
|
g.add((elementURI, OWL.range, cvURI))
|
||
|
|
|
||
|
|
## add the controlled vocab information on properties directly
|
||
|
|
g.add((elementURI, URIRef("http://purl.org/dc/dcam/rangeIncludes"), Literal("https://raw.githubusercontent.com/alanorth/iseal-schema/main/data/controlled-vocabularies/"+element+".txt")))
|
||
|
|
|
||
|
|
## cardinality
|
||
|
|
if cardinality == 'MULTI SELECT FROM CONTROL LIST':
|
||
|
|
br = BNode()
|
||
|
|
g.add((br, RDF.type, OWL.Restriction))
|
||
|
|
g.add((br, OWL.onProperty, elementURI))
|
||
|
|
g.add((br, OWL.minQualifiedCardinality, Literal(1)))
|
||
|
|
g.add((br, OWL.someValuesFrom, cvURI))
|
||
|
|
g.add((conceptUri, RDFS.subClassOf, br))
|
||
|
|
else:
|
||
|
|
br = BNode()
|
||
|
|
g.add((br, RDF.type, OWL.Restriction))
|
||
|
|
g.add((br, OWL.onProperty, elementURI))
|
||
|
|
g.add((br, OWL.maxQualifiedCardinality, Literal(1)))
|
||
|
|
g.add((br, OWL.onClass, cvURI))
|
||
|
|
g.add((conceptUri, RDFS.subClassOf, br))
|
||
|
|
|
||
|
|
#elif prop_type == 'URL': ## object property
|
||
|
|
# g.add((elementURI, RDF.type, OWL.ObjectProperty))
|
||
|
|
# g.add((elementURI, OWL.domain, conceptUri))
|
||
|
|
# g.add((elementURI, OWL.range, URIRef("") ))
|
||
|
|
# g.add((elementURI, SKOS.prefLabel, Literal(element)))
|
||
|
|
else: ## datatype properties
|
||
|
|
g.add((elementURI, SKOS.prefLabel, Literal(element)))
|
||
|
|
g.add((elementURI, RDF.type, OWL.DatatypeProperty))
|
||
|
|
g.add((elementURI, OWL.domain, conceptUri))
|
||
|
|
if(dc):
|
||
|
|
dct = dc.split(":")[1]
|
||
|
|
if 'wgs84' in dc:
|
||
|
|
g.add((elementURI, RDFS.subPropertyOf, URIRef("http://www.w3.org/2003/01/geo/wgs84_pos#"+dct)))
|
||
|
|
else:
|
||
|
|
g.add((elementURI, RDFS.subPropertyOf, URIRef("http://purl.org/dc/terms/"+dct)))
|
||
|
|
## add dspace alternative ID
|
||
|
|
g.add((elementURI, URIRef("http://purl.org/dc/terms/alternative"), Literal(dspace)))
|
||
|
|
range = None
|
||
|
|
if prop_type == 'DATE':
|
||
|
|
g.add((elementURI, OWL.range, XSD.date ))
|
||
|
|
range = XSD.date
|
||
|
|
elif prop_type == 'NUMERIC VALUE':
|
||
|
|
g.add((elementURI, OWL.range, XSD.float))
|
||
|
|
range = XSD.float
|
||
|
|
else:
|
||
|
|
g.add((elementURI, OWL.range, XSD.string))
|
||
|
|
range = XSD.string
|
||
|
|
##cardinality
|
||
|
|
if cardinality == 'REPEAT VALUES':
|
||
|
|
br = BNode()
|
||
|
|
g.add((br, RDF.type, OWL.Restriction))
|
||
|
|
g.add((br, OWL.onProperty, elementURI))
|
||
|
|
g.add((br, OWL.someValuesFrom, range))
|
||
|
|
g.add((conceptUri, RDFS.subClassOf, br))
|
||
|
|
else:
|
||
|
|
br = BNode()
|
||
|
|
g.add((br, RDF.type, OWL.Restriction))
|
||
|
|
g.add((br, OWL.onProperty, elementURI))
|
||
|
|
g.add((br, OWL.maxQualifiedCardinality, Literal(1)))
|
||
|
|
g.add((br, OWL.onDataRange, range))
|
||
|
|
g.add((conceptUri, RDFS.subClassOf, br))
|
||
|
|
|
||
|
|
|
||
|
|
if comment:
|
||
|
|
g.add((elementURI, SKOS.scopeNote, Literal(comment)))
|
||
|
|
if example:
|
||
|
|
g.add((elementURI, RDFS.comment, Literal(example)))
|
||
|
|
if element_description:
|
||
|
|
g.add((elementURI, SKOS.definition, Literal(element_description)))
|
||
|
|
#else:
|
||
|
|
#print(element_name)
|
||
|
|
|
||
|
|
## save graph
|
||
|
|
g.serialize(destination='idds_new3.ttl', format='turtle')
|
||
|
|
|
||
|
|
|