from model import BaseModel

from feature import Feature, JSONFeature, TextFeature, CompressedFeature, \
    PickleFeature

from extractor import Node, Graph, Aggregator, NotEnoughData

from bytestream import ByteStream, ByteStreamFeature

from data import \
    IdProvider, UuidProvider, UserSpecifiedIdProvider, KeyBuilder \
    , StringDelimitedKeyBuilder, Database \
    , FileSystemDatabase, InMemoryDatabase

from datawriter import DataWriter

from nmpy import StreamingNumpyDecoder, NumpyMetaData

from database_iterator import DatabaseIterator

from encoder import IdentityEncoder

from decoder import Decoder

from lmdbstore import LmdbDatabase

from persistence import PersistenceSettings

from model import BaseModel

from feature import Feature, JSONFeature, TextFeature, CompressedFeature, \
    PickleFeature

from extractor import Node, Graph, Aggregator, NotEnoughData

from bytestream import ByteStream, ByteStreamFeature

from data import \
    IdProvider, UuidProvider, UserSpecifiedIdProvider, KeyBuilder \
    , StringDelimitedKeyBuilder, Database \
    , FileSystemDatabase, InMemoryDatabase

from datawriter import DataWriter

from nmpy import StreamingNumpyDecoder, NumpyMetaData, NumpyFeature

from database_iterator import DatabaseIterator

from encoder import IdentityEncoder

from decoder import Decoder

from lmdbstore import LmdbDatabase

from persistence import PersistenceSettings

Add NumpyFeature to top-level exports
Add NumpyFeature to top-level exports

  from model import BaseModel
  
  from feature import Feature, JSONFeature, TextFeature, CompressedFeature, \
      PickleFeature
  
  from extractor import Node, Graph, Aggregator, NotEnoughData
  
  from bytestream import ByteStream, ByteStreamFeature
  
  from data import \
      IdProvider, UuidProvider, UserSpecifiedIdProvider, KeyBuilder \
      , StringDelimitedKeyBuilder, Database \
      , FileSystemDatabase, InMemoryDatabase
  
  from datawriter import DataWriter
  
- from nmpy import StreamingNumpyDecoder, NumpyMetaData
+ from nmpy import StreamingNumpyDecoder, NumpyMetaData, NumpyFeature
  
  from database_iterator import DatabaseIterator
  
  from encoder import IdentityEncoder
  
  from decoder import Decoder
  
  from lmdbstore import LmdbDatabase
  
  from persistence import PersistenceSettings
  
Add NumpyFeature to top-level exports
## Code Before:
from model import BaseModel

from feature import Feature, JSONFeature, TextFeature, CompressedFeature, \
    PickleFeature

from extractor import Node, Graph, Aggregator, NotEnoughData

from bytestream import ByteStream, ByteStreamFeature

from data import \
    IdProvider, UuidProvider, UserSpecifiedIdProvider, KeyBuilder \
    , StringDelimitedKeyBuilder, Database \
    , FileSystemDatabase, InMemoryDatabase

from datawriter import DataWriter

from nmpy import StreamingNumpyDecoder, NumpyMetaData

from database_iterator import DatabaseIterator

from encoder import IdentityEncoder

from decoder import Decoder

from lmdbstore import LmdbDatabase

from persistence import PersistenceSettings

## Instruction:
Add NumpyFeature to top-level exports
## Code After:
from model import BaseModel

from feature import Feature, JSONFeature, TextFeature, CompressedFeature, \
    PickleFeature

from extractor import Node, Graph, Aggregator, NotEnoughData

from bytestream import ByteStream, ByteStreamFeature

from data import \
    IdProvider, UuidProvider, UserSpecifiedIdProvider, KeyBuilder \
    , StringDelimitedKeyBuilder, Database \
    , FileSystemDatabase, InMemoryDatabase

from datawriter import DataWriter

from nmpy import StreamingNumpyDecoder, NumpyMetaData, NumpyFeature

from database_iterator import DatabaseIterator

from encoder import IdentityEncoder

from decoder import Decoder

from lmdbstore import LmdbDatabase

from persistence import PersistenceSettings
