def test_load_local_entity_with_data_partition_pattern(self): content = TestHelper.get_input_file_content( self.test_subpath, "test_load_local_entity_with_data_partition_pattern", "entities.manifest.cdm.json") manifest_content = ManifestContent() manifest_content.decode(content) cdmManifest = ManifestPersistence.from_object( CdmCorpusContext(CdmCorpusDefinition(), None), "entities", "testNamespace", "/", manifest_content) self.assertEqual(len(cdmManifest.entities), 1) self.assertEqual(cdmManifest.entities[0].object_type, CdmObjectType.LOCAL_ENTITY_DECLARATION_DEF) entity = cdmManifest.entities[0] self.assertEqual(len(entity.data_partition_patterns), 1) pattern = entity.data_partition_patterns[0] self.assertEqual(pattern.name, "testPattern") self.assertEqual(pattern.explanation, "test explanation") self.assertEqual(pattern.root_location, "test location") self.assertEqual(pattern.regular_expression, "\\s*") self.assertEqual(len(pattern.parameters), 2) self.assertEqual(pattern.parameters[0], "testParam1") self.assertEqual(pattern.parameters[1], "testParam2") self.assertEqual(pattern.specialized_schema, "test special schema") self.assertEqual(len(pattern.exhibits_traits), 1)
async def test_pattern_with_non_existing_folder(self): corpus = TestHelper.get_local_corpus( self.test_subpath, "test_pattern_with_non_existing_folder") content = TestHelper.get_input_file_content( self.test_subpath, "test_pattern_with_non_existing_folder", "entities.manifest.cdm.json") manifest_content = ManifestContent() manifest_content.decode(content) cdmManifest = ManifestPersistence.from_object( CdmCorpusContext(corpus, None), "entities", "local", "/", manifest_content) error_logged = 0 def callback(level: CdmStatusLevel, message: str): if 'Failed to fetch all files in the folder location \'local:/testLocation\' described by a partition pattern. Exception:' in message: nonlocal error_logged error_logged += 1 corpus.set_event_callback(callback, CdmStatusLevel.WARNING) await cdmManifest.file_status_check_async() self.assertEqual(1, error_logged) self.assertEqual(len(cdmManifest.entities[0].data_partitions), 0) # make sure the last check time is still being set self.assertIsNotNone( cdmManifest.entities[0].data_partition_patterns[0]. last_file_status_check_time)
async def test_from_and_to_data(self): with open(os.path.join(ROOT_PATH, 'default.manifest.cdm.json')) as manifestFile: manifestContent = ManifestContent() manifestContent.decode(manifestFile.read()) corpus = CdmCorpusDefinition() corpus.storage.default_namespace = 'local' corpus.ctx.update_logging_options(level='WARNING') corpus.storage.mount('cdm', LocalAdapter(root="../CDM.SchemaDocuments")) corpus.storage.mount('local', LocalAdapter(root=ROOT_PATH)) corpus.storage.mount( 'remote', RemoteAdapter(hosts={"contoso": "http://contoso.com"})) folder = corpus.storage.fetch_root_folder('local') manifest = await corpus.fetch_object_async('default.manifest.cdm.json', folder) data = await ManifestPersistence.to_data(manifest, None, None) for entity in manifest.entities: entity_def = await corpus.fetch_object_async( entity.entity_path, manifest) await manifest.save_as_async('test_output/new.manifest.cdm.json', save_referenced=True) self.assertDictEqual(json.loads(manifestContent.encode()), json.loads(data.encode()))
def test_load_local_entity_with_data_partition_pattern(self): content = TestHelper.get_input_file_content( self.test_subpath, 'test_load_local_entity_with_data_partition_pattern', 'entities.manifest.cdm.json') manifest_content = ManifestContent() manifest_content.decode(content) cdm_manifest = ManifestPersistence.from_object( CdmCorpusContext(CdmCorpusDefinition(), None), 'entities', 'testNamespace', '/', manifest_content) self.assertEqual(len(cdm_manifest.entities), 2) entity1 = cdm_manifest.entities[0] self.assertEqual(entity1.object_type, CdmObjectType.LOCAL_ENTITY_DECLARATION_DEF) self.assertEqual(len(entity1.data_partition_patterns), 1) pattern1 = entity1.data_partition_patterns[0] self.assertEqual(pattern1.name, 'testPattern') self.assertEqual(pattern1.explanation, 'test explanation') self.assertEqual(pattern1.root_location, 'test location') self.assertEqual(pattern1.regular_expression, '\\s*') self.assertEqual(len(pattern1.parameters), 2) self.assertEqual(pattern1.parameters[0], 'testParam1') self.assertEqual(pattern1.parameters[1], 'testParam2') self.assertEqual(pattern1.specialized_schema, 'test special schema') self.assertEqual(len(pattern1.exhibits_traits), 1) entity2 = cdm_manifest.entities[1] self.assertEqual(entity2.object_type, CdmObjectType.LOCAL_ENTITY_DECLARATION_DEF) self.assertEqual(len(entity2.data_partition_patterns), 1) pattern2 = entity2.data_partition_patterns[0] self.assertEqual(pattern2.name, 'testPattern2') self.assertEqual(pattern2.root_location, 'test location2') self.assertEqual(pattern2.glob_pattern, '/*.csv') manifest_data = ManifestPersistence.to_data(cdm_manifest, None, None) self.assertEqual(len(manifest_data.entities), 2) entity_data1 = manifest_data.entities[0] self.assertEqual(len(entity_data1.dataPartitionPatterns), 1) pattern_data1 = entity_data1.dataPartitionPatterns[0] self.assertEqual(pattern_data1.name, 'testPattern') self.assertEqual(pattern_data1.explanation, 'test explanation') self.assertEqual(pattern_data1.rootLocation, 'test location') self.assertEqual(pattern_data1.regularExpression, '\\s*') self.assertEqual(len(pattern_data1.parameters), 2) self.assertEqual(pattern_data1.parameters[0], 'testParam1') self.assertEqual(pattern_data1.parameters[1], 'testParam2') self.assertEqual(pattern_data1.specializedSchema, 'test special schema') self.assertEqual(len(pattern_data1.exhibitsTraits), 1) pattern_data2 = manifest_data.entities[1].dataPartitionPatterns[0] self.assertEqual(pattern_data2.name, 'testPattern2') self.assertEqual(pattern_data2.rootLocation, 'test location2') self.assertEqual(pattern_data2.globPattern, '/*.csv')
async def test_pattern_with_non_existing_folder(self): corpus = TestHelper.get_local_corpus(self.test_subpath, "test_pattern_with_non_existing_folder") content = TestHelper.get_input_file_content(self.test_subpath, "test_pattern_with_non_existing_folder", "entities.manifest.cdm.json") manifest_content = ManifestContent() manifest_content.decode(content) cdmManifest = ManifestPersistence.from_object(CdmCorpusContext(corpus, None), "entities", "local", "/", manifest_content) await cdmManifest.file_status_check_async() self.assertEqual(len(cdmManifest.entities[0].data_partitions), 0) # make sure the last check time is still being set self.assertIsNotNone(cdmManifest.entities[0].data_partition_patterns[0].last_file_status_check_time)
def test_manifest_for_copy_data(self): """Test for copy data.""" test_name = 'test_manifest_for_copy_data' corpus = self.get_corpus() content = TestHelper.get_input_file_content( self.tests_subpath, test_name, 'complete.manifest.cdm.json') cdm_manifest = ManifestPersistence.from_object( corpus.ctx, 'docName', 'someNamespace', '/', ManifestContent().decode(content)) manifest_object = ManifestPersistence.to_data(cdm_manifest, None, None) self.assertEqual(manifest_object.schema, 'CdmManifestDefinition.cdm.json') self.assertEqual(manifest_object.jsonSchemaSemanticVersion, '0.9.0') self.assertEqual(manifest_object.manifestName, 'cdmTest') self.assertEqual(manifest_object.explanation, 'test cdm folder for cdm version 0.9+') self.assertEqual(1, len(manifest_object.imports)) self.assertEqual(manifest_object.imports[0].corpusPath, '/primitives.cdm.json') self.assertEqual(1, len(manifest_object.exhibitsTraits)) self.assertEqual(2, len(manifest_object.entities)) self.assertEqual(manifest_object.entities[0]['entityName'], 'testEntity') self.assertEqual(1, len(manifest_object.subManifests)) self.assertEqual(manifest_object.subManifests[0].definition, 'test definition') self.assertEqual(manifest_object.lastFileModifiedTime, None)
def test_load_folder_with_no_entity_folders(self): """Testing for manifest impl instance with no entities and no sub manifests.""" test_name = 'test_load_folder_with_no_entity_folders' corpus = self.get_corpus() content = TestHelper.get_input_file_content(self.tests_subpath, test_name, 'empty.manifest.cdm.json') cdm_manifest = ManifestPersistence.from_object( corpus.ctx, 'cdmTest', 'someNamespace', '/', ManifestContent().decode(content)) self.assertEqual(cdm_manifest.schema, 'CdmManifestDefinition.cdm.json') self.assertEqual(cdm_manifest.manifest_name, 'cdmTest') self.assertEqual(cdm_manifest.json_schema_semantic_version, '0.9.0') self.assertEqual( time_utils.get_formatted_date_string( cdm_manifest.last_file_modified_time), '2008-09-15T23:53:23.000Z') self.assertEqual(cdm_manifest.explanation, 'test cdm folder for cdm version 0.9+') self.assertEqual(1, len(cdm_manifest.imports)) self.assertEqual(cdm_manifest.imports[0].corpus_path, '/primitives.cdm.json') self.assertEqual(0, len(cdm_manifest.entities)) self.assertEqual(1, len(cdm_manifest.exhibits_traits)) self.assertEqual(0, len(cdm_manifest.sub_manifests))
def test_manifest_with_everything(self): """Testing for manifest impl instance with everything.""" test_name = 'test_manifest_with_everything' corpus = self.get_corpus() content = TestHelper.get_input_file_content( self.tests_subpath, test_name, 'complete.manifest.cdm.json') cdm_manifest = ManifestPersistence.from_object( corpus.ctx, 'docName', 'someNamespace', '/', ManifestContent().decode(content)) self.assertEqual(1, len(cdm_manifest.sub_manifests)) self.assertEqual(2, len(cdm_manifest.entities)) self.assertEqual('cdmTest', cdm_manifest.manifest_name) content = TestHelper.get_input_file_content( self.tests_subpath, test_name, 'complete.manifest.cdm.json') cdm_manifest = ManifestPersistence.from_object( corpus.ctx, 'docName.manifest.cdm.json', 'someNamespace', '/', ManifestContent().decode(content)) self.assertEqual(1, len(cdm_manifest.sub_manifests)) self.assertEqual(2, len(cdm_manifest.entities)) self.assertEqual('cdmTest', cdm_manifest.manifest_name)
async def test_load_local_entitiy_with_data_partition(self): content = TestHelper.get_input_file_content( self.test_subpath, 'test_load_local_entity_with_data_partition', 'entities.manifest.cdm.json') manifest_content = ManifestContent() manifest_content.decode(content) cdm_manifest = await ManifestPersistence.from_data( CdmCorpusContext(CdmCorpusDefinition()), 'entities', 'testNamespace', '/', manifest_content) self.assertEqual(len(cdm_manifest.entities), 1) self.assertEqual(cdm_manifest.entities[0].object_type, CdmObjectType.LOCAL_ENTITY_DECLARATION_DEF) entity = cdm_manifest.entities[0] self.assertEqual(len(entity.data_partitions), 2) relative_partition = entity.data_partitions[0] self.assertEqual(relative_partition.name, 'Sample data partition') self.assertEqual(relative_partition.location, 'test/location') # self.assertEqual(TimeUtils.GetFormattedDateString(relative_partition.LastFileModifiedTime), '2008-09-15T23:53:23.000Z') self.assertEqual(len(relative_partition.exhibits_traits), 1) self.assertEqual(relative_partition.specialized_schema, 'teststring') test_list = relative_partition.arguments['test'] self.assertEqual(len(test_list), 3) self.assertEqual(test_list[0], 'something') self.assertEqual(test_list[1], 'somethingelse') self.assertEqual(test_list[2], 'anotherthing') key_list = relative_partition.arguments['KEY'] self.assertEqual(len(key_list), 1) self.assertEqual(key_list[0], 'VALUE') self.assertFalse('wrong' in relative_partition.arguments) absolute_partition = entity.data_partitions[1] self.assertEqual(absolute_partition.location, "local:/some/test/location")
def test_manifest_with_blank_fields(self): """Testing for manifest impl instance with blank or empty values for manifest schema, name etc.""" test_name = 'test_manifest_with_blank_fields' corpus = self.get_corpus() content = TestHelper.get_input_file_content(self.tests_subpath, test_name, 'blank.manifest.cdm.json') cdm_manifest = ManifestPersistence.from_object( corpus.ctx, 'cdmTest', 'someNamespace', '/', ManifestContent().decode(content)) self.assertIsNone(cdm_manifest.schema) self.assertIsNone(cdm_manifest.document_version) self.assertEqual( time_utils._get_formatted_date_string( cdm_manifest.last_file_modified_time), '2008-09-15T23:53:23.000Z') self.assertEqual(cdm_manifest.explanation, 'test cdm folder for cdm version 1.0+') self.assertEqual(1, len(cdm_manifest.imports)) self.assertEqual(cdm_manifest.imports[0].corpus_path, '/primitives.cdm.json') self.assertEqual(0, len(cdm_manifest.entities)) self.assertEqual(1, len(cdm_manifest.exhibits_traits)) self.assertEqual(0, len(cdm_manifest.sub_manifests))
async def _load_document_from_path_async(self, folder: 'CdmFolderDefinition', doc_name: str, doc_container: 'CdmDocumentDefinition', res_opt: Optional[ResolveOptions] = None) \ -> 'CdmDocumentDefinition': # go get the doc doc_content = None # type: Optional[CdmDocumentDefinition] json_data = None fs_modified_time = None doc_path = folder.folder_path + doc_name adapter = self._ctx.corpus.storage.fetch_adapter( folder.namespace) # type: StorageAdapter try: if adapter.can_read(): # log message used by navigator, do not change or remove logger.debug(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, 'request file: {}'.format(doc_path)) json_data = await adapter.read_async(doc_path) # log message used by navigator, do not change or remove logger.debug(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, 'received file: {}'.format(doc_path)) else: raise Exception('Storage Adapter is not enabled to read.') except Exception as e: # log message used by navigator, do not change or remove logger.debug(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, 'fail file: {}'.format(doc_path)) # when shallow validation is enabled, log messages about being unable to find referenced documents as warnings instead of errors. if res_opt and res_opt.shallow_validation: logger.warning( self._ctx, self._TAG, PersistenceLayer._load_document_from_path_async.__name__, doc_path, CdmLogCode.WARN_PERSIST_FILE_READ_FAILURE, doc_path, folder.Namespace, e) else: logger.error(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, CdmLogCode.ERR_PERSIST_FILE_READ_FAILURE, doc_path, str(folder.namespace), e) return None try: fs_modified_time = await adapter.compute_last_modified_time_async( doc_path) except Exception as e: logger.warning( self._ctx, self._TAG, PersistenceLayer._load_document_from_path_async.__name__, doc_path, CdmLogCode.WARN_PERSIST_FILE_MOD_COMPUTE_FAILED, e.Message) if not doc_name: logger.error(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, CdmLogCode.ERR_PERSIST_NULL_DOC_NAME) return None doc_name_lower = doc_name.lower() # If loading an model.json file, check that it is named correctly. if doc_name_lower.endswith( self.MODEL_JSON_EXTENSION ) and not doc_name.lower() == self.MODEL_JSON_EXTENSION: logger.error(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, CdmLogCode.ERR_PERSIST_DOC_NAME_LOAD_FAILURE, doc_name, self.MODEL_JSON_EXTENSION) return None try: if doc_name_lower.endswith(PersistenceLayer.MANIFEST_EXTENSION ) or doc_name_lower.endswith( PersistenceLayer.FOLIO_EXTENSION): from cdm.persistence.cdmfolder import ManifestPersistence from cdm.persistence.cdmfolder.types import ManifestContent manifest = ManifestContent() manifest.decode(json_data) doc_content = ManifestPersistence.from_object( self._ctx, doc_name, folder.namespace, folder.folder_path, manifest) elif doc_name_lower.endswith( PersistenceLayer.MODEL_JSON_EXTENSION): if doc_name_lower != PersistenceLayer.MODEL_JSON_EXTENSION: logger.error(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, CdmLogCode.ERR_PERSIST_DOC_NAME_LOAD_FAILURE, doc_name, self.MODEL_JSON_EXTENSION) return None from cdm.persistence.modeljson import ManifestPersistence from cdm.persistence.modeljson.types import Model model = Model() model.decode(json_data) doc_content = await ManifestPersistence.from_object( self._ctx, model, folder) elif doc_name_lower.endswith(PersistenceLayer.CDM_EXTENSION): from cdm.persistence.cdmfolder import DocumentPersistence from cdm.persistence.cdmfolder.types import DocumentContent document = DocumentContent() document.decode(json_data) doc_content = DocumentPersistence.from_object( self._ctx, doc_name, folder.namespace, folder.folder_path, document) else: # Could not find a registered persistence class to handle this document type. logger.error(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, CdmLogCode.ERR_PERSIST_CLASS_MISSING, doc_name) return None except Exception as e: logger.error(self._ctx, self._TAG, self._load_document_from_path_async.__name__, doc_path, CdmLogCode.ERR_PERSIST_DOC_CONVERSION_FAILURE, doc_path, e) return None # add document to the folder, this sets all the folder/path things, caches name to content association and may trigger indexing on content if doc_content is not None: if doc_container: # there are situations where a previously loaded document must be re-loaded. # the end of that chain of work is here where the old version of the document has been removed from # the corpus and we have created a new document and loaded it from storage and after this call we will probably # add it to the corpus and index it, etc. # it would be really rude to just kill that old object and replace it with this replicant, especially because # the caller has no idea this happened. so... sigh ... instead of returning the new object return the one that # was just killed off but make it contain everything the new document loaded. doc_content = doc_content.copy( ResolveOptions(wrt_doc=doc_container, directives=self._ctx.corpus. default_resolution_directives), doc_container) folder.documents.append(doc_content, doc_name) doc_content._file_system_modified_time = fs_modified_time doc_content._is_dirty = False return doc_content
async def _fetch_document_from_folder_path_async( self, document_path: str, adapter: 'StorageAdapterBase', force_reload: bool) -> 'CdmDocumentDefinition': """Gets the document from folder path. arguments: path: The path. adapter: The storage adapter where the document can be found.""" from .cdm_corpus_def import FOLIO_EXTENSION, MANIFEST_EXTENSION, MODEL_JSON_EXTENSION doc_name = None first = document_path.find('/') if first < 0: doc_name = document_path else: doc_name = document_path[0:first] if doc_name in self._document_lookup and not force_reload: return self._document_lookup[doc_name] is_cdm_folder = doc_name.endswith( FOLIO_EXTENSION) or doc_name.endswith(MANIFEST_EXTENSION) is_model_json = doc_name.endswith(MODEL_JSON_EXTENSION) # got that doc? doc = None # go get the doc doc_path = '{}{}'.format(self.folder_path, doc_name) json_data = None fs_modified_time = None try: if adapter.can_read(): json_data = await adapter.read_async(doc_path) fs_modified_time = await adapter.compute_last_modified_time_async( adapter.create_adapter_path(doc_path)) except Exception as e: self.corpus.ctx.logger.exception( 'Could not read %s from the \'%s\' namespace.', doc_path, self.namespace) return None if is_cdm_folder: from cdm.persistence.cdmfolder import ManifestPersistence from cdm.persistence.cdmfolder.types import ManifestContent manifest = ManifestContent() manifest.decode(json_data) doc = await ManifestPersistence.from_data(self.ctx, doc_name, self.namespace, self.folder_path, manifest) doc.folder = self self.documents.append(doc) self.corpus._add_document_objects(self, doc) self._document_lookup[doc_name] = doc elif is_model_json: from cdm.persistence.modeljson import ManifestPersistence from cdm.persistence.modeljson.types import Model model = Model() model.decode(json_data) doc = await ManifestPersistence.from_data(self.ctx, model, self) doc.folder = self doc.folder_path = self.folder_path else: from cdm.persistence.cdmfolder import DocumentPersistence from cdm.persistence.cdmfolder.types import DocumentContent document = DocumentContent() document.decode(json_data) doc = self.documents.append(await DocumentPersistence.from_data( self.ctx, doc_name, self.namespace, self.folder_path, document)) doc._file_system_modified_time = fs_modified_time doc._is_dirty = False return doc
async def load_document_from_path_async( folder: 'CdmFolderDefinition', doc_name: str, doc_container: 'CdmDocumentDefinition') -> 'CdmDocumentDefinition': is_cdm_folder = doc_name.lower().endswith( CdmCorpusDefinition._FOLIO_EXTENSION) or doc_name.lower().endswith( CdmCorpusDefinition._MANIFEST_EXTENSION) is_model_json = doc_name.lower().endswith( CdmCorpusDefinition._MODEL_JSON_EXTENSION) # go get the doc doc_content = None # type: Optional[CdmDocumentDefinition] json_data = None fs_modified_time = None ctx = folder.ctx doc_path = folder.folder_path + doc_name adapter = ctx.corpus.storage.fetch_adapter( folder.namespace) # type: StorageAdapter try: if adapter.can_read(): json_data = await adapter.read_async(doc_path) fs_modified_time = await adapter.compute_last_modified_time_async( adapter.create_adapter_path(doc_path)) ctx.logger.info('read file: {}'.format(doc_path)) except Exception as e: ctx.logger.error( 'could not read %s from the \'%s\' namespace.\n Reason: \n%s', doc_path, folder.namespace, e) return None try: if is_cdm_folder: from cdm.persistence.cdmfolder import ManifestPersistence from cdm.persistence.cdmfolder.types import ManifestContent manifest = ManifestContent() manifest.decode(json_data) doc_content = await ManifestPersistence.from_data( ctx, doc_name, folder.namespace, folder.folder_path, manifest) elif is_model_json: if doc_name.lower() != CdmCorpusDefinition._MODEL_JSON_EXTENSION: ctx.logger.error( 'Failed to load \'{}\', as it\'s not an acceptable filename. It must be model.json' .format(doc_name)) return None from cdm.persistence.modeljson import ManifestPersistence from cdm.persistence.modeljson.types import Model model = Model() model.decode(json_data) doc_content = await ManifestPersistence.from_data( ctx, model, folder) else: from cdm.persistence.cdmfolder import DocumentPersistence from cdm.persistence.cdmfolder.types import DocumentContent document = DocumentContent() document.decode(json_data) doc_content = await DocumentPersistence.from_data( ctx, doc_name, folder.namespace, folder.folder_path, document) except Exception as e: ctx.logger.error('Could not convert \'{}\'. Reason \'{}\''.format( doc_path, e)) return None # add document to the folder, this sets all the folder/path things, caches name to content association and may trigger indexing on content if doc_content is not None: if doc_container: # there are situations where a previously loaded document must be re-loaded. # the end of that chain of work is here where the old version of the document has been removed from # the corpus and we have created a new document and loaded it from storage and after this call we will probably # add it to the corpus and index it, etc. # it would be really rude to just kill that old object and replace it with this replicant, especially because # the caller has no idea this happened. so... sigh ... instead of returning the new object return the one that # was just killed off but make it contain everything the new document loaded. doc_content = doc_content.copy( ResolveOptions(wrt_doc=doc_container), doc_container) folder.documents.append(doc_content, doc_name) doc_content._file_system_modified_time = fs_modified_time doc_content._is_dirty = False return doc_content
# Try first plain de/ser (no PersistenceLayer's involvement) entityJson = entity.encode() entityCheck = JObject(entityJson) entityCheckJson = entityCheck.encode() assert entityJson == entityCheckJson # Test loading a manifest from a file, and printing it out manifestJson = '' with open('tests/cdmfolder/default.manifest.cdm.json') as manifestJsonFile: manifestJson = manifestJsonFile.read() manifestContent = ManifestContent() manifestContent.decode(manifestJson) kvprint('name', manifestContent.manifestName, 3, 0) kvprint('explanation', str(manifestContent.get('explanation')), 3, 0) kvprint('jsonSchemaSemanticVersion', manifestContent.jsonSchemaSemanticVersion, 3, 0) if manifestContent.get('imports'): kvprint('imports', '', 6, 0) for the_import in manifestContent.get('imports'): kvprint('corpusPath', the_import.corpusPath, 3, 4) kvprint('moniker', the_import.moniker, 3, 4) if manifestContent.get('entities'): kvprint('entities', '', 6, 0)