#!/usr/bin/env python
# vim: set fileencoding=utf-8 :
# Tiago de Freitas Pereira <tiago.pereira@idiap.ch>
# Sat 20 Aug 15:43:10 CEST 2016
"""
IJBA database implementation of bob.bio.base.database.BioDatabase interface.
It is an extension of the database interface, which directly talks to IJBA database, for
verification experiments (good to use in bob.bio.base framework).
"""
from .database import FaceBioFile
from bob.bio.base.database import BioDatabase, BioFileSet
import os
class IJBABioFile(FaceBioFile):
def __init__(self, f):
super(IJBABioFile, self).__init__(client_id=f.client_id, path=f.path, file_id=f.id)
self.f = f
def make_path(self, directory, extension):
# add file ID to the path, so that a unique path is generated (there might be several identities in each physical file)
return str(os.path.join(directory or '', self.path + "-" + str(self.client_id) + (extension or '')))
class IJBABioFileSet(BioFileSet):
def __init__(self, template):
super(IJBABioFileSet, self).__init__(file_set_id = template.id, files = [IJBABioFile(f) for f in template.files], path = template.path)
class IJBABioDatabase(BioDatabase):
"""
IJBA database implementation of :py:class:`bob.bio.base.database.BioDatabase` interface.
It is an extension of an SQL-based database interface, which directly talks to IJBA database, for
verification experiments (good to use in bob.bio.base framework).
"""
def __init__(
self,
original_directory=None,
annotations_directory=None,
original_extension=None,
**kwargs
):
# call base class constructors to open a session to the database
super(IJBABioDatabase, self).__init__(
name='ijba',
models_depend_on_protocol=True,
training_depends_on_protocol=True,
original_directory=original_directory,
annotations_directory=annotations_directory,
original_extension=original_extension,
**kwargs)
from bob.db.ijba.query import Database as LowLevelDatabase
self._db = LowLevelDatabase(original_directory, annotations_directory, original_extension)
[docs] def uses_probe_file_sets(self):
return True
[docs] def model_ids_with_protocol(self, groups=None, protocol="search_split1", **kwargs):
return self._db.model_ids(groups=groups, protocol=protocol)
[docs] def objects(self, groups=None, protocol="search_split1", purposes=None, model_ids=None, **kwargs):
return [IJBABioFile(f) for f in self._db.objects(groups=groups, protocol=protocol, purposes=purposes, model_ids=model_ids, **kwargs)]
[docs] def object_sets(self, groups=None, protocol="search_split1", purposes=None, model_ids=None):
return [IJBABioFileSet(t) for t in self._db.object_sets(groups=groups, protocol=protocol, purposes=purposes, model_ids=model_ids)]
[docs] def annotations(self, biofile):
return self._db.annotations(biofile.f)
[docs] def client_id_from_model_id(self, model_id, group='dev'):
return self._db.get_client_id_from_model_id(model_id)