Ejemplo n.º 1
0
def issue24(session, timestamp):  # pragma: no cover
    #- Update language cea (name, coords, alternative names, iso code (and name))
    #Change name of Cree (Eastern) to Cree (Swampy)
    #Change coordinates to 56dN, 90dW
    #Change the Ethnologue name to Cree (Swampy)
    #Remove the Routledge and Other names
    #Change the ISO code to csw. glottocode to swam1239
    cea = common.Language.get('cea', session=session)
    cre = common.Language.get('cre', session=session)

    for i in range(len(cea.languageidentifier)):
        try:
            del cea.languageidentifier[i]
        except IndexError:
            pass

    for values in [
        ('gc-csw', 'swam1239', 'Swampy Cree', 'glottolog'),
        ('csw', 'csw', 'Cree (Swampy)', 'iso639-3'),
        ('ethnologue-csw', 'Cree (Swampy)', 'ethnologue', 'name'),
    ]:
        id = common.Identifier(
            **dict(zip('id name description type'.split(), values)))
        cea.languageidentifier.append(
            common.LanguageIdentifier(language=cea, identifier=id))

    cea.updated = timestamp
    cea.name = 'Cree (Swampy)'
    cea.ascii_name = slug('Cree (Swampy)')
    cea.latitude = 56.0
    cea.longitude = -90.0

    for pid in ['81A', '82A', '83A']:
        vsq = session.query(common.ValueSet)\
            .join(common.Parameter)\
            .filter(common.Parameter.id == pid)
        vs1 = vsq.filter(common.ValueSet.language_pk == cea.pk).one()
        vs2 = vsq.filter(common.ValueSet.language_pk == cre.pk).one()
        vs2.updated = timestamp
        vs1.updated = timestamp

        for ref in vs1.references:
            if ref.source.id == 'Hive-1948':
                ref.valueset = vs2

    session.flush()

    #- Delete valueset 85A-cea
    vs = session.query(common.ValueSet)\
        .join(common.Parameter)\
        .filter(common.Parameter.id == '85A')\
        .filter(common.ValueSet.language_pk == cea.pk).one()

    session.delete(vs.values[0])
    session.delete(vs.references[0])
    session.delete(vs)

    #- delete valueset 131A-cea add 131A-cre
    vs_switch_lang(session, timestamp, '131A-cea', 'cre')
Ejemplo n.º 2
0
def update_iso(session, timestamp, lang, *obsolete, **new):  # pragma: no cover
    if isinstance(lang, basestring):
        lang = common.Language.get(lang, session=session)
    lang.updated = timestamp

    for code in obsolete:
        for li in lang.languageidentifier:
            if li.identifier.id == code or li.identifier.id == 'ethnologue-' + code:
                session.delete(li)

    for code, name in new.items():
        iso = common.Identifier.get(code, session=session, default=None)
        ethnologue = common.Identifier.get('ethnologue-' + code,
                                           session=session,
                                           default=None)

        if not iso:
            iso = common.Identifier(id=code,
                                    name=code,
                                    description=name,
                                    type=common.IdentifierType.iso.value)

        if not ethnologue:
            ethnologue = common.Identifier(id='ethnologue-' + code,
                                           name=name,
                                           description='ethnologue',
                                           type='name')

        if iso.id not in [li.identifier.id for li in lang.languageidentifier]:
            session.add(
                common.LanguageIdentifier(language=lang, identifier=iso))

        if ethnologue.id not in [
                li.identifier.id for li in lang.languageidentifier
        ]:
            session.add(
                common.LanguageIdentifier(language=lang,
                                          identifier=ethnologue))
    return lang
Ejemplo n.º 3
0
def add_codes(lang):
    for attr, prefix in dict(wals='wals_code_', iso='', glottolog='').items():
        code = getattr(lang, 'code_' + attr)
        if code:
            if attr == 'iso' and not re.match('[a-z]{3}$', code):
                continue
            id_ = prefix + code
            identifier = common.Identifier.get(id_, default=None)
            if not identifier:
                identifier = common.Identifier(id=id_,
                                               name=code,
                                               type=getattr(
                                                   common.IdentifierType,
                                                   attr).value)
            common.LanguageIdentifier(identifier=identifier, language=lang)
Ejemplo n.º 4
0
def update_language(session,
                    timestamp,
                    lang,
                    keep_old_name=False,
                    **kw):  # pragma: no cover
    if isinstance(lang, basestring):
        lang = common.Language.get(lang, session=session)

    if 'name' in kw and keep_old_name:
        name = common.Identifier(id=str(uuid1()),
                                 name=lang.name,
                                 description='other',
                                 type='name')
        session.add(common.LanguageIdentifier(language=lang, identifier=name))

    return update_obj(session, timestamp, lang, **kw)
Ejemplo n.º 5
0
def add_new_name(args):
    # TODO: Check the length of the args array is valid
    gcode, lang, name, type, desc = \
        args.args[0], args.args[1], args.args[2], args.args[3], args.args[4]

    with_session(args)
    with transaction.manager:
        languoid = DBSession.query(common.Language) \
                            .filter_by(id='{0}'.format(gcode)) \
                            .first()
        identifier = common.Identifier(
            (name, type, desc, lang),
            id='{0}-{1}-{2}-{3}'.format(slug(name), slug(type),
                                        slug(desc or ''), lang),
            name=name,
            type=type,
            description=desc,
            lang=lang)
        DBSession.add(identifier)
        DBSession.add(
            common.LanguageIdentifier(language=languoid,
                                      identifier=identifier))
Ejemplo n.º 6
0
def update(args):
    count = 0
    assert args.json

    iid = int(
        DBSession.execute("select max(cast(id as integer)) from identifier").
        fetchone()[0]) + 1
    pk = DBSession.execute("select max(pk) from identifier").fetchone()[0] + 1

    langs = {}
    for gid, name in args.json['wikipedia'].items():
        if gid not in langs:
            langs[gid] = Languoid.get(gid)
        langs[gid].update_jsondata(wikipedia=name.split('/')[-1])

    for gid, codes in args.json['multitree'].items():
        l = langs[gid]
        lcodes = [i.name for i in l.identifiers if i.type == 'multitree']

        for code in set(codes):
            if code not in lcodes:
                identifier = DBSession.query(common.Identifier)\
                    .filter(common.Identifier.type == 'multitree')\
                    .filter(common.Identifier.name == code)\
                    .first()
                if not identifier:
                    identifier = common.Identifier(pk=pk,
                                                   id=str(iid),
                                                   name=code,
                                                   type='multitree')
                    iid += 1
                    pk += 1
                count += 1
                DBSession.add(
                    common.LanguageIdentifier(language=l,
                                              identifier=identifier))

    print count, 'new multitree identifiers'
Ejemplo n.º 7
0
def update_glottocode(session, timestamp, lang, gc):  # pragma: no cover
    if isinstance(lang, basestring):
        lang = common.Language.get(lang, session=session)
    lang.updated = timestamp

    for li in lang.languageidentifier:
        if li.identifier.name == gc and li.identifier.type == common.IdentifierType.glottolog.value:
            session.delete(li)

    glottocode = session.query(common.Identifier)\
        .filter(common.Identifier.type == common.IdentifierType.glottolog.value)\
        .filter(common.Identifier.name == gc)\
        .first()

    if not glottocode:
        glottocode = common.Identifier(
            id=gc,
            name=gc,
            description=gc,
            type=common.IdentifierType.glottolog.value)
    session.add(common.LanguageIdentifier(language=lang,
                                          identifier=glottocode))
    return lang
Ejemplo n.º 8
0
    def setUp(self):
        TestWithDb.setUp(self)

        DBSession.add(
            common.Dataset(id='dataset',
                           name='dataset',
                           description='desc',
                           domain='clld'))

        source = common.Source(id='source')
        contributors = {
            'contributor': 'A Name',
            'b': 'b Name',
            'c': 'c Name',
            'd': 'd Name'
        }
        for id_, name in contributors.items():
            contributors[id_] = common.Contributor(id=id_, name=name)

        contribution = common.Contribution(id='contribution',
                                           name='Contribution')
        cr = common.ContributionReference(contribution=contribution,
                                          source=source)
        assert common.ContributionContributor(
            contribution=contribution,
            primary=True,
            contributor=contributors['contributor'])
        assert common.ContributionContributor(contribution=contribution,
                                              primary=False,
                                              contributor=contributors['b'])
        assert common.ContributionContributor(contribution=contribution,
                                              primary=True,
                                              contributor=contributors['c'])
        assert common.ContributionContributor(contribution=contribution,
                                              primary=False,
                                              contributor=contributors['d'])

        DBSession.add(contribution)

        language = common.Language(id='language',
                                   name='Language 1',
                                   latitude=10.5,
                                   longitude=0.3)
        language.sources.append(source)
        identifier = common.Identifier(type='iso639-3', id='iso')
        li = common.LanguageIdentifier(language=language,
                                       identifier=identifier)

        for i in range(2, 102):
            _l = common.Language(id='l%s' % i, name='Language %s' % i)
            _i = common.Identifier(type='iso639-3',
                                   id='%.3i' % i,
                                   name='%.3i' % i)
            _li = common.LanguageIdentifier(language=_l, identifier=_i)
            DBSession.add(_l)

        param = common.Parameter(id='parameter', name='Parameter')
        de = common.DomainElement(id='de',
                                  name='DomainElement',
                                  parameter=param)
        de2 = common.DomainElement(id='de2',
                                   name='DomainElement2',
                                   parameter=param)
        valueset = common.ValueSet(id='valueset',
                                   language=language,
                                   parameter=param,
                                   contribution=contribution)
        value = common.Value(id='value',
                             domainelement=de,
                             valueset=valueset,
                             frequency=50,
                             confidence='high')
        DBSession.add(value)
        paramnd = common.Parameter(id='no-domain',
                                   name='Parameter without domain')
        valueset = common.ValueSet(id='vs2',
                                   language=language,
                                   parameter=paramnd,
                                   contribution=contribution)
        vr = common.ValueSetReference(valueset=valueset, source=source)
        value = common.Value(id='v2',
                             valueset=valueset,
                             frequency=50,
                             confidence='high')
        DBSession.add(value)

        unit = common.Unit(id='unit', name='Unit', language=language)
        up = common.UnitParameter(id='unitparameter', name='UnitParameter')
        DBSession.add(unit)
        DBSession.add(
            common.UnitValue(id='unitvalue',
                             name='UnitValue',
                             unit=unit,
                             unitparameter=up))

        up2 = common.UnitParameter(id='up2', name='UnitParameter with domain')
        de = common.UnitDomainElement(id='de', name='de', parameter=up2)
        DBSession.add(
            common.UnitValue(id='uv2',
                             name='UnitValue2',
                             unit=unit,
                             unitparameter=up2,
                             unitdomainelement=de))

        DBSession.add(common.Source(id='s'))

        sentence = common.Sentence(id='sentence',
                                   name='sentence name',
                                   description='sentence description',
                                   analyzed='a\tmorpheme\tdoes\tdo',
                                   gloss='a\tmorpheme\t1SG\tdo.SG2',
                                   source='own',
                                   comment='comment',
                                   original_script='a morpheme',
                                   language=language)
        sr = common.SentenceReference(sentence=sentence, source=source)
        DBSession.add(common.Config(key='key', value='value'))
        DBSession.flush()
Ejemplo n.º 9
0
def glottolog_url(glottocode):
    return models.Identifier(name=glottocode, type='glottolog').url()
Ejemplo n.º 10
0
def populate_test_db(engine):
    set_alembic_version(engine, '58559d4eea0d')

    data = TestData()
    data.add_default(common.Dataset,
                     domain='clld',
                     jsondata={
                         'license_icon': 'cc-by',
                         'license_url': 'http://example.org'
                     })

    data.add_default(common.Contributor, name='A Name', email='*****@*****.**')
    for id_, name in {
            'b': 'b Name',
            'c': 'c Name',
            'd': 'd Name',
    }.items():
        data.add(common.Contributor,
                 id_,
                 id=id_,
                 name=name,
                 url='http://example.org')

    DBSession.add(
        common.Editor(dataset=data[common.Dataset],
                      contributor=data[common.Contributor]))

    data.add_default(common.Source)
    data.add(common.Source,
             'replaced',
             id='replaced',
             active=False,
             jsondata={'__replacement_id__': 'source'})

    data.add_default(common.Contribution)
    common.ContributionReference(contribution=data[common.Contribution],
                                 source=data[common.Source])

    for primary, c in [(True, 'contributor'), (False, 'b'), (True, 'c'),
                       (False, 'd')]:
        common.ContributionContributor(contribution=data[common.Contribution],
                                       primary=primary,
                                       contributor=data['Contributor'][c])

    data.add_default(common.Language, latitude=10.5, longitude=0.3)
    data[common.Language].sources.append(data[common.Source])

    for i, type_ in enumerate(common.IdentifierType):
        common.LanguageIdentifier(
            language=data[common.Language],
            identifier=common.Identifier(
                type=type_.value,
                id=type_.value + str(i),
                name='abc' if type_.name == 'iso' else 'glot1234'))

    common.LanguageIdentifier(language=data[common.Language],
                              identifier=common.Identifier(type='name',
                                                           id='name',
                                                           name='a'))

    for i in range(2, 102):
        _l = common.Language(id='l%s' % i, name='Language %s' % i)
        _i = common.Identifier(type='iso639-3', id='%.3i' % i, name='abc')
        common.LanguageIdentifier(language=_l, identifier=_i)
        DBSession.add(_l)

    param = data.add_default(common.Parameter)
    de = common.DomainElement(id='de', name='DomainElement', parameter=param)
    de2 = common.DomainElement(id='de2',
                               name='DomainElement2',
                               parameter=param)

    valueset = data.add_default(common.ValueSet,
                                language=data[common.Language],
                                parameter=param,
                                contribution=data[common.Contribution])
    common.ValueSetReference(valueset=valueset,
                             source=data[common.Source],
                             description='10-20')

    data.add_default(common.Value,
                     domainelement=de,
                     valueset=valueset,
                     frequency=50,
                     confidence='high')
    data.add(common.Value,
             'value2',
             id='value2',
             domainelement=de2,
             valueset=valueset,
             frequency=50,
             confidence='high')

    paramnd = data.add(common.Parameter,
                       'no-domain',
                       id='no-domain',
                       name='Parameter without domain')
    valueset = common.ValueSet(id='vs2',
                               language=data[common.Language],
                               parameter=paramnd,
                               contribution=data[common.Contribution])

    common.ValueSetReference(valueset=valueset,
                             source=data[common.Source],
                             description='10-20')
    common.Value(id='v2', valueset=valueset, frequency=50, confidence='high')

    unit = data.add_default(common.Unit, language=data[common.Language])
    up = data.add_default(common.UnitParameter)
    common.UnitValue(id='unitvalue',
                     name='UnitValue',
                     unit=unit,
                     unitparameter=up)

    up2 = common.UnitParameter(id='up2', name='UnitParameter with domain')
    de = common.UnitDomainElement(id='de', name='de', parameter=up2)
    DBSession.add(
        common.UnitValue(id='uv2',
                         name='UnitValue2',
                         unit=unit,
                         unitparameter=up2,
                         unitdomainelement=de))

    DBSession.add(common.Source(id='s'))

    sentence = data.add_default(common.Sentence,
                                description='sentence description',
                                analyzed='a\tmorpheme\tdoes\tdo',
                                gloss='a\tmorpheme\t1SG\tdo.SG2',
                                source='own',
                                comment='comment',
                                original_script='a morpheme',
                                language=data[common.Language],
                                jsondata={'alt_translation': 'Spanish: ...'})
    common.SentenceReference(sentence=sentence, source=data[common.Source])
    DBSession.add(common.Config(key='key', value='value'))

    common.Config.add_replacement('replaced',
                                  'language',
                                  model=common.Language)
    common.Config.add_replacement('gone', None, model=common.Language)
    DBSession.flush()
Ejemplo n.º 11
0
    def setUp(self):
        TestWithDb.setUp(self)

        DBSession.add(
            common.Dataset(id='dataset',
                           name='dataset',
                           description='desc',
                           domain='clld',
                           jsondata={'license_icon': 'cc-by'}))

        DBSession.add(
            common.Source(id='replaced',
                          active=False,
                          jsondata={'__replacement_id__': 'source'}))
        source = common.Source(id='source')
        contributors = {
            'contributor': 'A Name',
            'b': 'b Name',
            'c': 'c Name',
            'd': 'd Name'
        }
        for id_, name in contributors.items():
            contributors[id_] = common.Contributor(id=id_,
                                                   name=name,
                                                   url='http://example.org')

        contribution = common.Contribution(id='contribution',
                                           name='Contribution')
        common.ContributionReference(contribution=contribution, source=source)
        assert common.ContributionContributor(
            contribution=contribution,
            primary=True,
            contributor=contributors['contributor'])
        assert common.ContributionContributor(contribution=contribution,
                                              primary=False,
                                              contributor=contributors['b'])
        assert common.ContributionContributor(contribution=contribution,
                                              primary=True,
                                              contributor=contributors['c'])
        assert common.ContributionContributor(contribution=contribution,
                                              primary=False,
                                              contributor=contributors['d'])

        DBSession.add(contribution)

        language = common.Language(id='language',
                                   name='Language 1',
                                   latitude=10.5,
                                   longitude=0.3)
        language.sources.append(source)
        for i, type_ in enumerate(common.IdentifierType):
            id_ = common.Identifier(type=type_.value,
                                    id=type_.value + str(i),
                                    name='abc')
            common.LanguageIdentifier(language=language, identifier=id_)

        for i in range(2, 102):
            _l = common.Language(id='l%s' % i, name='Language %s' % i)
            _i = common.Identifier(type='iso639-3',
                                   id='%.3i' % i,
                                   name='%.3i' % i)
            common.LanguageIdentifier(language=_l, identifier=_i)
            DBSession.add(_l)

        param = common.Parameter(id='parameter', name='Parameter')
        de = common.DomainElement(id='de',
                                  name='DomainElement',
                                  parameter=param)
        de2 = common.DomainElement(id='de2',
                                   name='DomainElement2',
                                   parameter=param)
        valueset = common.ValueSet(id='valueset',
                                   language=language,
                                   parameter=param,
                                   contribution=contribution)
        value = common.Value(id='value',
                             domainelement=de,
                             valueset=valueset,
                             frequency=50,
                             confidence='high')
        DBSession.add(value)
        value2 = common.Value(id='value2',
                              domainelement=de2,
                              valueset=valueset,
                              frequency=50,
                              confidence='high')
        DBSession.add(value2)
        paramnd = common.Parameter(id='no-domain',
                                   name='Parameter without domain')
        valueset = common.ValueSet(id='vs2',
                                   language=language,
                                   parameter=paramnd,
                                   contribution=contribution)
        common.ValueSetReference(valueset=valueset, source=source)
        value = common.Value(id='v2',
                             valueset=valueset,
                             frequency=50,
                             confidence='high')
        DBSession.add(value)

        unit = common.Unit(id='unit', name='Unit', language=language)
        up = common.UnitParameter(id='unitparameter', name='UnitParameter')
        DBSession.add(unit)
        DBSession.add(
            common.UnitValue(id='unitvalue',
                             name='UnitValue',
                             unit=unit,
                             unitparameter=up))

        up2 = common.UnitParameter(id='up2', name='UnitParameter with domain')
        de = common.UnitDomainElement(id='de', name='de', parameter=up2)
        DBSession.add(
            common.UnitValue(id='uv2',
                             name='UnitValue2',
                             unit=unit,
                             unitparameter=up2,
                             unitdomainelement=de))

        DBSession.add(common.Source(id='s'))

        sentence = common.Sentence(
            id='sentence',
            name='sentence name',
            description='sentence description',
            analyzed='a\tmorpheme\tdoes\tdo',
            gloss='a\tmorpheme\t1SG\tdo.SG2',
            source='own',
            comment='comment',
            original_script='a morpheme',
            language=language,
            jsondata={'alt_translation': 'Spanish: ...'})
        common.SentenceReference(sentence=sentence, source=source)
        DBSession.add(common.Config(key='key', value='value'))

        common.Config.add_replacement('replaced',
                                      'language',
                                      model=common.Language)
        common.Config.add_replacement('gone', None, model=common.Language)
        DBSession.flush()
Ejemplo n.º 12
0
def main(args):  # pragma: no cover
    get_repos()
    api = Grambank(REPOS['Grambank'])
    cldf = args.cldf
    data = Data()
    dataset = models.Grambank(
        id=grambank.__name__,
        name="Grambank",
        description="Grambank",
        publisher_name="Max Planck Institute for Evolutionary Anthropology",
        publisher_place="Leipzig",
        publisher_url="https://www.eva.mpg.de",
        license="http://creativecommons.org/licenses/by/4.0/",
        domain='grambank.clld.org',
        contact='*****@*****.**',
        jsondata={
            'license_icon':
            'cc-by.png',
            'license_name':
            'Creative Commons Attribution 4.0 International License'
        })
    contributors = {}
    for i, contrib in enumerate(api.contributors):
        contrib = common.Contributor(
            contrib.id,
            id=contrib.id,
            name=contrib.name,
        )
        common.Editor(dataset=dataset, contributor=contrib, ord=i)
        DBSession.add(contrib)
        DBSession.flush()
        contributors[contrib.id] = contrib.pk
    contributions = {r['ID']: r for r in cldf['LanguageTable']}

    DBSession.add(dataset)

    for rec in tqdm(list(Database.from_file(cldf.bibpath, lowercase=True)),
                    desc='sources'):
        data.add(common.Source, rec.id, _obj=bibtex2source(rec))
    DBSession.flush()
    sources = {k: v.pk for k, v in data['Source'].items()}

    features, codes = import_features(cldf, contributors)
    transaction.commit()

    values_by_sheet = [(lid, list(v)) for lid, v in itertools.groupby(
        sorted(cldf['ValueTable'], key=lambda r: r['Language_ID']),
        lambda r: r['Language_ID'],
    )]
    for lid, values in tqdm(values_by_sheet, desc='loading values'):
        transaction.begin()
        import_values(values, contributions[lid], features, codes,
                      contributors, sources)
        transaction.commit()

    transaction.begin()

    glottolog = Glottolog(REPOS['glottolog'])
    languoids = {l.id: l for l in glottolog.languoids()}
    gblangs = DBSession.query(models.GrambankLanguage).all()
    load_families(data,
                  gblangs,
                  glottolog_repos=REPOS['glottolog'],
                  isolates_icon='dcccccc')

    # Add isolates
    for lg in gblangs:
        gl_language = languoids.get(lg.id)
        if not gl_language.family:
            family = data.add(
                Family,
                gl_language.id,
                id=gl_language.id,
                name=gl_language.name,
                description=common.Identifier(
                    name=gl_language.id,
                    type=common.IdentifierType.glottolog.value).url(),
                jsondata={"icon": 'tcccccc'})
            lg.family = family
    coverage.main(glottolog)
    return
Ejemplo n.º 13
0
def prime_cache(args):
    """If data needs to be denormalized for lookup, do that here.
    This procedure should be separate from the db initialization, because
    it will have to be run periodically whenever data has been updated.
    """

    print('Parsing markdown intros...')
    for contrib in DBSession.query(models.Contribution):
        if contrib.description:
            contrib.markup_description = markdown(contrib.description)
        else:
            contrib.markup_description = None
    print('... done')

    print('Retrieving language data from glottolog...')

    catconf = cldfcatalog.Config.from_file()
    glottolog_path = catconf.get_clone('glottolog')
    glottolog = Glottolog(glottolog_path)

    lang_ids = [lang.id for lang in DBSession.query(common.Language)]
    languoids = {l.id: l for l in glottolog.languoids(lang_ids)}

    glottocodes = [(l.id,
                    common.Identifier(id=l.id, name=l.id, type='glottolog'))
                   for l in languoids.values()]
    glottocodes = OrderedDict(sorted(glottocodes, key=lambda t: t[0]))

    isocodes = [(l.iso, common.Identifier(id=l.iso,
                                          name=l.iso,
                                          type='iso639-3'))
                for l in languoids.values() if l.iso]
    isocodes = OrderedDict(sorted(isocodes, key=lambda t: t[0]))

    DBSession.add_all(glottocodes.values())
    DBSession.add_all(isocodes.values())
    DBSession.flush()

    for lang in DBSession.query(common.Language):
        if lang.id not in languoids:
            continue
        languoid = languoids[lang.id]
        lang.name = languoid.name
        lang.latitude = languoid.latitude
        lang.longitude = languoid.longitude
        lang.macroarea = languoid.macroareas[
            0].name if languoid.macroareas else ''

        DBSession.add(
            common.LanguageIdentifier(
                language=lang, identifier_pk=glottocodes[languoid.id].pk))

        if languoid.iso in isocodes:
            DBSession.add(
                common.LanguageIdentifier(
                    language=lang, identifier_pk=isocodes[languoid.iso].pk))

    DBSession.flush()
    print('... done')

    print('Making pretty colourful dots for parameter values...')
    all_icons = [icon.name for icon in ORDERED_ICONS]

    code_query = DBSession.query(common.DomainElement)\
        .order_by(common.DomainElement.parameter_pk, common.DomainElement.id)
    for _, param_codes in groupby(code_query, lambda c: c.parameter_pk):
        icons = cycle(all_icons)
        for code in param_codes:
            code.update_jsondata(icon=next(icons))

    DBSession.flush()
    print('... done')