def unlock_file(self, spec, file_path):
repo_type = self.__repo_type
if not validate_config_spec_hash(self.__config):
log.error(
'.ml-git/config.yaml invalid. It should look something like this:\n%s'
% get_yaml_str(
get_sample_config_spec('somebucket', 'someprofile',
'someregion')),
class_name=REPOSITORY_CLASS_NAME)
return None
path, file = None, None
try:
refs_path = get_refs_path(self.__config, repo_type)
objects_path = get_objects_path(self.__config, repo_type)
index_path = get_index_path(self.__config, repo_type)
cache_path = get_cache_path(self.__config, repo_type)
ref = Refs(refs_path, spec, repo_type)
tag, sha = ref.branch()
categories_path = get_path_with_categories(tag)
path, file = search_spec_file(self.__repo_type, spec,
categories_path)
except Exception as e:
log.error(e, class_name=REPOSITORY_CLASS_NAME)
return
if path is None:
return
spec_path = os.path.join(path, file)
spec_file = yaml_load(spec_path)
try:
mutability = spec_file[repo_type]['mutability']
if mutability not in Mutability.list():
log.error('Invalid mutability type.',
class_name=REPOSITORY_CLASS_NAME)
return
except Exception:
log.info(
'The spec does not have the \'mutability\' property set. Default: strict.',
class_name=REPOSITORY_CLASS_NAME)
return
if mutability != Mutability.STRICT.value:
try:
local = LocalRepository(self.__config, objects_path, repo_type)
local.unlock_file(path, file_path, index_path, objects_path,
spec, cache_path)
except Exception as e:
log.error(e, class_name=REPOSITORY_CLASS_NAME)
return
else:
log.error(
'You cannot use this command for this entity because mutability cannot be strict.',
class_name=REPOSITORY_CLASS_NAME)
def test_get_yaml_str(self):
self.assertEqual(
self.yaml_obj_sample[STORAGE_CONFIG_KEY][S3H]['bucket_test']
['aws-credentials']['profile'], 'profile_test')
self.assertEqual(
self.yaml_obj_sample[STORAGE_CONFIG_KEY][S3H]['bucket_test']
['region'], 'region_test')
self.assertEqual(get_yaml_str(self.yaml_obj_sample),
self.yaml_str_sample)
def test_get_yaml_str(self):
self.assertEqual(
self.yaml_obj_sample['store']['s3h']['bucket_test']
['aws-credentials']['profile'], 'profile_test')
self.assertEqual(
self.yaml_obj_sample['store']['s3h']['bucket_test']['region'],
'region_test')
self.assertEqual(get_yaml_str(self.yaml_obj_sample),
self.yaml_str_sample)
def metadata_print(metadata_file, spec_name):
md = yaml_load(metadata_file)
sections = ['dataset', 'model', 'labels']
for section in sections:
if section in ['model', 'dataset', 'labels']:
try:
md[section] # 'hack' to ensure we don't print something useless
# 'dataset' not present in 'model' and vice versa
print('-- %s : %s --' % (section, spec_name))
except Exception:
continue
elif section not in ['model', 'dataset', 'labels']:
print('-- %s --' % (section))
try:
print(get_yaml_str(md[section]))
except Exception:
continue
def metadata_print(metadata_file, spec_name):
md = yaml_load(metadata_file)
sections = EntityType.to_list()
for section in sections:
spec_key = get_spec_key(section)
if section in EntityType.to_list():
try:
md[spec_key] # 'hack' to ensure we don't print something useless
# 'dataset' not present in 'model' and vice versa
print('-- %s : %s --' % (section, spec_name))
except Exception:
continue
elif section not in EntityType.to_list():
print('-- %s --' % (section))
try:
print(get_yaml_str(md[spec_key]))
except Exception:
continue
def add(self, spec, file_path, bump_version=False, run_fsck=False):
repo_type = self.__repo_type
is_shared_objects = 'objects_path' in self.__config[repo_type]
is_shared_cache = 'cache_path' in self.__config[repo_type]
if not validate_config_spec_hash(self.__config):
log.error(
'.ml-git/config.yaml invalid. It should look something like this:\n%s'
% get_yaml_str(
get_sample_config_spec('somebucket', 'someprofile',
'someregion')),
class_name=REPOSITORY_CLASS_NAME)
return None
path, file = None, None
try:
refs_path = get_refs_path(self.__config, repo_type)
index_path = get_index_path(self.__config, repo_type)
metadata_path = get_metadata_path(self.__config, repo_type)
cache_path = get_cache_path(self.__config, repo_type)
objects_path = get_objects_path(self.__config, repo_type)
repo = LocalRepository(self.__config, objects_path, repo_type)
mutability, check_mutability = repo.get_mutability_from_spec(
spec, repo_type)
sampling_flag = os.path.exists(
os.path.join(index_path, 'metadata', spec, 'sampling'))
if sampling_flag:
log.error(
'You cannot add new data to an entity that is based on a checkout with the --sampling option.',
class_name=REPOSITORY_CLASS_NAME)
return
if not mutability:
return
if not check_mutability:
log.error('Spec mutability cannot be changed.',
class_name=REPOSITORY_CLASS_NAME)
return
if not self._has_new_data(repo, spec):
return None
ref = Refs(refs_path, spec, repo_type)
tag, sha = ref.branch()
categories_path = get_path_with_categories(tag)
path, file = search_spec_file(self.__repo_type, spec,
categories_path)
except Exception as e:
log.error(e, class_name=REPOSITORY_CLASS_NAME)
return
if path is None:
return
spec_path = os.path.join(path, file)
if not self._is_spec_valid(spec_path):
return None
# Check tag before anything to avoid creating unstable state
log.debug('Repository: check if tag already exists',
class_name=REPOSITORY_CLASS_NAME)
m = Metadata(spec, metadata_path, self.__config, repo_type)
if not m.check_exists():
log.error('The %s has not been initialized' % self.__repo_type,
class_name=REPOSITORY_CLASS_NAME)
return
try:
m.update()
except Exception:
pass
# get version of current manifest file
manifest = self._get_current_manifest_file(m, tag)
try:
# adds chunks to ml-git Index
log.info('%s adding path [%s] to ml-git index' % (repo_type, path),
class_name=REPOSITORY_CLASS_NAME)
with change_mask_for_routine(is_shared_objects):
idx = MultihashIndex(spec, index_path, objects_path,
mutability, cache_path)
idx.add(path, manifest, file_path)
# create hard links in ml-git Cache
self.create_hard_links_in_cache(cache_path, index_path,
is_shared_cache, mutability, path,
spec)
except Exception as e:
log.error(e, class_name=REPOSITORY_CLASS_NAME)
return None
if bump_version and not increment_version_in_spec(
spec_path, self.__repo_type):
return None
idx.add_metadata(path, file)
self._check_corrupted_files(spec, repo)
# Run file check
if run_fsck:
self.fsck()