How to recover from missing config.cd file

For some reason while trying to connect to my DB I get the following:
com.orientechnologies.orient.core.exception.OStorageException: File with name config.cd does not exist in storage default
at com.orientechnologies.orient.core.storage.cache.local.OWOWCache.loadFile(OWOWCache.java:732) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.storage.impl.local.paginated.base.ODurableComponent.openFile(ODurableComponent.java:188) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.storage.cluster.v1.OPaginatedClusterV1.open(OPaginatedClusterV1.java:204) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.storage.config.OClusterBasedStorageConfiguration.load(OClusterBasedStorageConfiguration.java:192) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.storage.disk.OLocalPaginatedStorage.initConfiguration(OLocalPaginatedStorage.java:455) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.storage.impl.local.OAbstractPaginatedStorage.open(OAbstractPaginatedStorage.java:385) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.db.OrientDBEmbedded.open(OrientDBEmbedded.java:281) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.db.OrientDB.open(OrientDB.java:205) ~[orientdb-core-3.0.22.jar:3.0.22]
at com.orientechnologies.orient.core.db.OrientDB.open(OrientDB.java:190) ~[orientdb-core-3.0.22.jar:3.0.22]
at org.apache.tinkerpop.gremlin.orientdb.OrientGraphFactory.getDatabase(OrientGraphFactory.java:153) ~[orientdb-gremlin-3.0.22.jar:3.0.22]

Is there a way to recover from this state ?