# standard imports import os import unittest # bsie imports from bsie.extractor import base from bsie.matcher import nodes from bsie.reader.document import Document from bsie.utils import bsfs, ns # objects to test from bsie.extractor.text.metrics import TextMetrics ## code ## class TestTextMetrics(unittest.TestCase): def test_schema(self): self.assertEqual(TextMetrics().schema, bsfs.schema.from_string(base.SCHEMA_PREAMBLE + ''' bse:num_characters rdfs:subClassOf bsfs:Predicate ; rdfs:domain bsn:Entity ; rdfs:range xsd:integer ; bsfs:unique "true"^^xsd:boolean . bse:num_paragraphs rdfs:subClassOf bsfs:Predicate ; rdfs:domain bsn:Entity ; rdfs:range xsd:integer ; bsfs:unique "true"^^xsd:boolean . bse:num_words rdfs:subClassOf bsfs:Predicate ; rdfs:domain bsn:Entity ; rdfs:range xsd:integer ; bsfs:unique "true"^^xsd:boolean . bse:vocabulary_size rdfs:subClassOf bsfs:Predicate ; rdfs:domain bsn:Entity ; rdfs:range xsd:integer ; bsfs:unique "true"^^xsd:boolean . bse:vocabulary_entropy rdfs:subClassOf bsfs:Predicate ; rdfs:domain bsn:Entity ; rdfs:range xsd:float ; bsfs:unique "true"^^xsd:boolean . ''')) def test_extract(self): # setup rdr = Document() ext = TextMetrics() subject = nodes.Entity(ucid='abc123') principals = set(ext.principals) path = os.path.join(os.path.dirname(__file__), 'example-en.txt') # fetch document text = rdr(path) # extracts all specified predicates triples = set(ext.extract(subject, text, principals)) self.assertSetEqual({(s,p,o) for s,p,o in triples if p.uri != ns.bse.vocabulary_entropy}, { (subject, ext.schema.predicate(ns.bse.num_characters), 21997), (subject, ext.schema.predicate(ns.bse.num_paragraphs), 48), (subject, ext.schema.predicate(ns.bse.num_words), 4234), (subject, ext.schema.predicate(ns.bse.vocabulary_size), 3510), }) entropy = {o for s,p,o in triples if p.uri == ns.bse.vocabulary_entropy} self.assertEqual(len(entropy), 1) self.assertAlmostEqual(list(entropy)[0], 8.830360505) # skip unknown predicates self.assertSetEqual(set(), set(ext.extract(subject, text, {ext.schema.predicate(ns.bsfs.Predicate).child(ns.bse.unknown)}))) ## main ## if __name__ == '__main__': unittest.main() ## EOF ##