class FakeBoostedSearch(FakeSearch):
boosters = [search.BoolBooster('some_bool_field', 1.1)]
class OrganizationSearch(search.ModelSearchAdapter):
model = Organization
fuzzy = True
fields = (
'name^6',
'acronym^6',
'description',
)
sorts = {
'name': search.Sort('name.raw'),
'reuses': search.Sort('metrics.reuses'),
'datasets': search.Sort('metrics.datasets'),
'followers': search.Sort('metrics.followers'),
'views': search.Sort('metrics.views'),
'created': search.Sort('created'),
}
facets = {
'reuses': search.RangeFacet('metrics.reuses'),
'datasets': search.RangeFacet('metrics.datasets'),
'followers': search.RangeFacet('metrics.followers'),
'public_services': search.BoolFacet('public_service'),
}
mapping = {
'properties': {
'name': {
'type': 'string',
'analyzer': search.i18n_analyzer,
'fields': {
'raw': {
'type': 'string',
'index': 'not_analyzed'
}
}
},
'acronym': {
'type': 'string',
'index': 'not_analyzed',
},
'description': {
'type': 'string',
'analyzer': search.i18n_analyzer
},
'url': {
'type': 'string'
},
'created': {
'type': 'date',
'format': 'date_hour_minute_second'
},
'metrics': search.metrics_mapping(Organization),
'org_suggest': {
'type': 'completion',
'index_analyzer': 'simple',
'search_analyzer': 'simple',
'payloads': True,
},
}
}
boosters = [
search.BoolBooster('public_service', 1.5),
search.GaussDecay('metrics.followers', max_followers, decay=0.8),
search.GaussDecay('metrics.reuses', max_reuses, decay=0.9),
search.GaussDecay('metrics.datasets', max_datasets, decay=0.9),
]
@classmethod
def is_indexable(cls, org):
return org.deleted is None
@classmethod
def serialize(cls, organization):
completions = cls.completer_tokenize(organization.name)
if organization.acronym:
completions.append(organization.acronym)
return {
'name': organization.name,
'acronym': organization.acronym,
'description': organization.description,
'url': organization.url,
'metrics': organization.metrics,
'created': organization.created_at.strftime('%Y-%m-%dT%H:%M:%S'),
'org_suggest': {
'input': completions,
'output': organization.name,
'payload': {
'id': str(organization.id),
'acronym': organization.acronym,
'image_url': organization.logo(40),
'slug': organization.slug,
},
},
'public_service': organization.public_service
or False, # TODO: extract tis into plugin
}