# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: sarus_data_spec/protobuf/transform.proto

import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)

_sym_db = _symbol_database.Default()


from sarus_data_spec.protobuf import type_pb2 as sarus__data__spec_dot_protobuf_dot_type__pb2
from sarus_data_spec.protobuf import schema_pb2 as sarus__data__spec_dot_protobuf_dot_schema__pb2
from sarus_data_spec.protobuf import path_pb2 as sarus__data__spec_dot_protobuf_dot_path__pb2


DESCRIPTOR = _descriptor.FileDescriptor(
  name='sarus_data_spec/protobuf/transform.proto',
  package='',
  syntax='proto3',
  serialized_options=None,
  serialized_pb=_b('\n(sarus_data_spec/protobuf/transform.proto\x1a#sarus_data_spec/protobuf/type.proto\x1a%sarus_data_spec/protobuf/schema.proto\x1a#sarus_data_spec/protobuf/path.proto\"\xa3\x0e\n\tTransform\x12\x0c\n\x04uuid\x18\x01 \x01(\t\x12\x0c\n\x04name\x18\x02 \x01(\t\x12\x0b\n\x03\x64oc\x18\x03 \x01(\t\x12\x1d\n\x04spec\x18\x04 \x01(\x0b\x32\x0f.Transform.Spec\x12.\n\nproperties\x18\x05 \x03(\x0b\x32\x1a.Transform.PropertiesEntry\x12\x12\n\ninversible\x18\x06 \x01(\x08\x12\x19\n\x11schema_preserving\x18\x07 \x01(\x08\x1a\x31\n\x0fPropertiesEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x1a\x98\x04\n\x04Spec\x12\'\n\x08identity\x18\x01 \x01(\x0b\x32\x13.Transform.IdentityH\x00\x12\'\n\x08variable\x18\x02 \x01(\x0b\x32\x13.Transform.VariableH\x00\x12\'\n\x08\x63omposed\x18\x03 \x01(\x0b\x32\x13.Transform.ComposedH\x00\x12%\n\x07project\x18\x04 \x01(\x0b\x32\x12.Transform.ProjectH\x00\x12#\n\x06\x66ilter\x18\x05 \x01(\x0b\x32\x11.Transform.FilterH\x00\x12%\n\x07shuffle\x18\x06 \x01(\x0b\x32\x12.Transform.ShuffleH\x00\x12\x1f\n\x04join\x18\x07 \x01(\x0b\x32\x0f.Transform.JoinH\x00\x12\x1f\n\x04\x63\x61st\x18\x08 \x01(\x0b\x32\x0f.Transform.CastH\x00\x12#\n\x06sample\x18\t \x01(\x0b\x32\x11.Transform.SampleH\x00\x12\x30\n\ruser_settings\x18\n \x01(\x0b\x32\x17.Transform.UserSettingsH\x00\x12-\n\x0fprotect_dataset\x18\x0b \x01(\x0b\x32\x12.Transform.ProtectH\x00\x12\'\n\x08\x65xternal\x18\x0c \x01(\x0b\x32\x13.Transform.ExternalH\x00\x12)\n\tsynthetic\x18\r \x01(\x0b\x32\x14.Transform.SyntheticH\x00\x42\x06\n\x04spec\x1aY\n\x08\x45xternal\x12\x11\n\targuments\x18\x01 \x01(\x0c\x12\x17\n\x0fnamed_arguments\x18\x02 \x01(\x0c\x12!\n\x02op\x18\x03 \x01(\x0e\x32\x15.Transform.ExternalOp\x1a\n\n\x08Identity\x1a*\n\x08Variable\x12\x10\n\x08position\x18\x01 \x01(\x05\x12\x0c\n\x04name\x18\x02 \x01(\t\x1a\xa9\x01\n\x08\x43omposed\x12\x11\n\ttransform\x18\x01 \x01(\t\x12\x11\n\targuments\x18\x02 \x03(\t\x12@\n\x0fnamed_arguments\x18\x03 \x03(\x0b\x32\'.Transform.Composed.NamedArgumentsEntry\x1a\x35\n\x13NamedArgumentsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x1a\x34\n\x07Project\x12)\n\nprojection\x18\x01 \x01(\x0b\x32\x15.sarus_data_spec.Type\x1a/\n\x06\x46ilter\x12%\n\x06\x66ilter\x18\x01 \x01(\x0b\x32\x15.sarus_data_spec.Type\x1a\t\n\x07Shuffle\x1a)\n\x04Join\x12!\n\x02on\x18\x01 \x01(\x0b\x32\x15.sarus_data_spec.Type\x1a+\n\x04\x43\x61st\x12#\n\x04type\x18\x01 \x01(\x0b\x32\x15.sarus_data_spec.Type\x1a:\n\x06Sample\x12\x12\n\x08\x66raction\x18\x01 \x01(\x02H\x00\x12\x0e\n\x04size\x18\x02 \x01(\x03H\x00\x42\x0c\n\nproportion\x1av\n\x0fSchemaInference\x12:\n\x0b\x63\x61st_policy\x18\x01 \x01(\x0e\x32%.Transform.SchemaInference.CastPolicy\"\'\n\nCastPolicy\x12\x08\n\x04NONE\x10\x00\x12\x0f\n\x0bMOST_LIKELY\x10\x01\x1a\x16\n\x07GroupBy\x12\x0b\n\x03key\x18\x01 \x01(\t\x1a\x0b\n\tSynthetic\x1a\x37\n\x0cUserSettings\x12\'\n\x06schema\x18\x01 \x01(\x0b\x32\x17.sarus_data_spec.Schema\x1al\n\x07Protect\x12\x31\n\x12protected_entities\x18\x01 \x03(\x0b\x32\x15.sarus_data_spec.Path\x12.\n\x0fpublic_entities\x18\x02 \x03(\x0b\x32\x15.sarus_data_spec.Path\"\x97\x01\n\nExternalOp\x12\x0b\n\x07PD_MEAN\x10\x00\x12\n\n\x06PD_STD\x10\x01\x12\n\n\x06PD_LOC\x10\x02\x12\x0b\n\x07NP_MEAN\x10\x03\x12\n\n\x06NP_STD\x10\x04\x12\n\n\x06NP_ADD\x10\x05\x12\n\n\x06NP_SUB\x10\x06\x12\x0c\n\x08TF_BATCH\x10\x07\x12\n\n\x06TF_MAP\x10\x08\x12\n\n\x06SK_FIT\x10\t\x12\r\n\tSK_DP_FIT\x10\nb\x06proto3')
  ,
  dependencies=[sarus__data__spec_dot_protobuf_dot_type__pb2.DESCRIPTOR,sarus__data__spec_dot_protobuf_dot_schema__pb2.DESCRIPTOR,sarus__data__spec_dot_protobuf_dot_path__pb2.DESCRIPTOR,])



_TRANSFORM_SCHEMAINFERENCE_CASTPOLICY = _descriptor.EnumDescriptor(
  name='CastPolicy',
  full_name='Transform.SchemaInference.CastPolicy',
  filename=None,
  file=DESCRIPTOR,
  values=[
    _descriptor.EnumValueDescriptor(
      name='NONE', index=0, number=0,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='MOST_LIKELY', index=1, number=1,
      serialized_options=None,
      type=None),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=1588,
  serialized_end=1627,
)
_sym_db.RegisterEnumDescriptor(_TRANSFORM_SCHEMAINFERENCE_CASTPOLICY)

_TRANSFORM_EXTERNALOP = _descriptor.EnumDescriptor(
  name='ExternalOp',
  full_name='Transform.ExternalOp',
  filename=None,
  file=DESCRIPTOR,
  values=[
    _descriptor.EnumValueDescriptor(
      name='PD_MEAN', index=0, number=0,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='PD_STD', index=1, number=1,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='PD_LOC', index=2, number=2,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='NP_MEAN', index=3, number=3,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='NP_STD', index=4, number=4,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='NP_ADD', index=5, number=5,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='NP_SUB', index=6, number=6,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='TF_BATCH', index=7, number=7,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='TF_MAP', index=8, number=8,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SK_FIT', index=9, number=9,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SK_DP_FIT', index=10, number=10,
      serialized_options=None,
      type=None),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=1834,
  serialized_end=1985,
)
_sym_db.RegisterEnumDescriptor(_TRANSFORM_EXTERNALOP)


_TRANSFORM_PROPERTIESENTRY = _descriptor.Descriptor(
  name='PropertiesEntry',
  full_name='Transform.PropertiesEntry',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='key', full_name='Transform.PropertiesEntry.key', index=0,
      number=1, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='value', full_name='Transform.PropertiesEntry.value', index=1,
      number=2, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=_b('8\001'),
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=338,
  serialized_end=387,
)

_TRANSFORM_SPEC = _descriptor.Descriptor(
  name='Spec',
  full_name='Transform.Spec',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='identity', full_name='Transform.Spec.identity', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='variable', full_name='Transform.Spec.variable', index=1,
      number=2, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='composed', full_name='Transform.Spec.composed', index=2,
      number=3, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='project', full_name='Transform.Spec.project', index=3,
      number=4, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='filter', full_name='Transform.Spec.filter', index=4,
      number=5, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='shuffle', full_name='Transform.Spec.shuffle', index=5,
      number=6, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='join', full_name='Transform.Spec.join', index=6,
      number=7, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='cast', full_name='Transform.Spec.cast', index=7,
      number=8, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='sample', full_name='Transform.Spec.sample', index=8,
      number=9, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='user_settings', full_name='Transform.Spec.user_settings', index=9,
      number=10, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='protect_dataset', full_name='Transform.Spec.protect_dataset', index=10,
      number=11, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='external', full_name='Transform.Spec.external', index=11,
      number=12, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='synthetic', full_name='Transform.Spec.synthetic', index=12,
      number=13, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='spec', full_name='Transform.Spec.spec',
      index=0, containing_type=None, fields=[]),
  ],
  serialized_start=390,
  serialized_end=926,
)

_TRANSFORM_EXTERNAL = _descriptor.Descriptor(
  name='External',
  full_name='Transform.External',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='arguments', full_name='Transform.External.arguments', index=0,
      number=1, type=12, cpp_type=9, label=1,
      has_default_value=False, default_value=_b(""),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='named_arguments', full_name='Transform.External.named_arguments', index=1,
      number=2, type=12, cpp_type=9, label=1,
      has_default_value=False, default_value=_b(""),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='op', full_name='Transform.External.op', index=2,
      number=3, type=14, cpp_type=8, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=928,
  serialized_end=1017,
)

_TRANSFORM_IDENTITY = _descriptor.Descriptor(
  name='Identity',
  full_name='Transform.Identity',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1019,
  serialized_end=1029,
)

_TRANSFORM_VARIABLE = _descriptor.Descriptor(
  name='Variable',
  full_name='Transform.Variable',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='position', full_name='Transform.Variable.position', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='name', full_name='Transform.Variable.name', index=1,
      number=2, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1031,
  serialized_end=1073,
)

_TRANSFORM_COMPOSED_NAMEDARGUMENTSENTRY = _descriptor.Descriptor(
  name='NamedArgumentsEntry',
  full_name='Transform.Composed.NamedArgumentsEntry',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='key', full_name='Transform.Composed.NamedArgumentsEntry.key', index=0,
      number=1, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='value', full_name='Transform.Composed.NamedArgumentsEntry.value', index=1,
      number=2, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=_b('8\001'),
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1192,
  serialized_end=1245,
)

_TRANSFORM_COMPOSED = _descriptor.Descriptor(
  name='Composed',
  full_name='Transform.Composed',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='transform', full_name='Transform.Composed.transform', index=0,
      number=1, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='arguments', full_name='Transform.Composed.arguments', index=1,
      number=2, type=9, cpp_type=9, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='named_arguments', full_name='Transform.Composed.named_arguments', index=2,
      number=3, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[_TRANSFORM_COMPOSED_NAMEDARGUMENTSENTRY, ],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1076,
  serialized_end=1245,
)

_TRANSFORM_PROJECT = _descriptor.Descriptor(
  name='Project',
  full_name='Transform.Project',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='projection', full_name='Transform.Project.projection', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1247,
  serialized_end=1299,
)

_TRANSFORM_FILTER = _descriptor.Descriptor(
  name='Filter',
  full_name='Transform.Filter',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='filter', full_name='Transform.Filter.filter', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1301,
  serialized_end=1348,
)

_TRANSFORM_SHUFFLE = _descriptor.Descriptor(
  name='Shuffle',
  full_name='Transform.Shuffle',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1350,
  serialized_end=1359,
)

_TRANSFORM_JOIN = _descriptor.Descriptor(
  name='Join',
  full_name='Transform.Join',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='on', full_name='Transform.Join.on', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1361,
  serialized_end=1402,
)

_TRANSFORM_CAST = _descriptor.Descriptor(
  name='Cast',
  full_name='Transform.Cast',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='type', full_name='Transform.Cast.type', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1404,
  serialized_end=1447,
)

_TRANSFORM_SAMPLE = _descriptor.Descriptor(
  name='Sample',
  full_name='Transform.Sample',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='fraction', full_name='Transform.Sample.fraction', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='size', full_name='Transform.Sample.size', index=1,
      number=2, type=3, cpp_type=2, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='proportion', full_name='Transform.Sample.proportion',
      index=0, containing_type=None, fields=[]),
  ],
  serialized_start=1449,
  serialized_end=1507,
)

_TRANSFORM_SCHEMAINFERENCE = _descriptor.Descriptor(
  name='SchemaInference',
  full_name='Transform.SchemaInference',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='cast_policy', full_name='Transform.SchemaInference.cast_policy', index=0,
      number=1, type=14, cpp_type=8, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
    _TRANSFORM_SCHEMAINFERENCE_CASTPOLICY,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1509,
  serialized_end=1627,
)

_TRANSFORM_GROUPBY = _descriptor.Descriptor(
  name='GroupBy',
  full_name='Transform.GroupBy',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='key', full_name='Transform.GroupBy.key', index=0,
      number=1, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1629,
  serialized_end=1651,
)

_TRANSFORM_SYNTHETIC = _descriptor.Descriptor(
  name='Synthetic',
  full_name='Transform.Synthetic',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1653,
  serialized_end=1664,
)

_TRANSFORM_USERSETTINGS = _descriptor.Descriptor(
  name='UserSettings',
  full_name='Transform.UserSettings',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='schema', full_name='Transform.UserSettings.schema', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1666,
  serialized_end=1721,
)

_TRANSFORM_PROTECT = _descriptor.Descriptor(
  name='Protect',
  full_name='Transform.Protect',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='protected_entities', full_name='Transform.Protect.protected_entities', index=0,
      number=1, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='public_entities', full_name='Transform.Protect.public_entities', index=1,
      number=2, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1723,
  serialized_end=1831,
)

_TRANSFORM = _descriptor.Descriptor(
  name='Transform',
  full_name='Transform',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='uuid', full_name='Transform.uuid', index=0,
      number=1, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='name', full_name='Transform.name', index=1,
      number=2, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='doc', full_name='Transform.doc', index=2,
      number=3, type=9, cpp_type=9, label=1,
      has_default_value=False, default_value=_b("").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='spec', full_name='Transform.spec', index=3,
      number=4, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='properties', full_name='Transform.properties', index=4,
      number=5, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='inversible', full_name='Transform.inversible', index=5,
      number=6, type=8, cpp_type=7, label=1,
      has_default_value=False, default_value=False,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='schema_preserving', full_name='Transform.schema_preserving', index=6,
      number=7, type=8, cpp_type=7, label=1,
      has_default_value=False, default_value=False,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[_TRANSFORM_PROPERTIESENTRY, _TRANSFORM_SPEC, _TRANSFORM_EXTERNAL, _TRANSFORM_IDENTITY, _TRANSFORM_VARIABLE, _TRANSFORM_COMPOSED, _TRANSFORM_PROJECT, _TRANSFORM_FILTER, _TRANSFORM_SHUFFLE, _TRANSFORM_JOIN, _TRANSFORM_CAST, _TRANSFORM_SAMPLE, _TRANSFORM_SCHEMAINFERENCE, _TRANSFORM_GROUPBY, _TRANSFORM_SYNTHETIC, _TRANSFORM_USERSETTINGS, _TRANSFORM_PROTECT, ],
  enum_types=[
    _TRANSFORM_EXTERNALOP,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto3',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=158,
  serialized_end=1985,
)

_TRANSFORM_PROPERTIESENTRY.containing_type = _TRANSFORM
_TRANSFORM_SPEC.fields_by_name['identity'].message_type = _TRANSFORM_IDENTITY
_TRANSFORM_SPEC.fields_by_name['variable'].message_type = _TRANSFORM_VARIABLE
_TRANSFORM_SPEC.fields_by_name['composed'].message_type = _TRANSFORM_COMPOSED
_TRANSFORM_SPEC.fields_by_name['project'].message_type = _TRANSFORM_PROJECT
_TRANSFORM_SPEC.fields_by_name['filter'].message_type = _TRANSFORM_FILTER
_TRANSFORM_SPEC.fields_by_name['shuffle'].message_type = _TRANSFORM_SHUFFLE
_TRANSFORM_SPEC.fields_by_name['join'].message_type = _TRANSFORM_JOIN
_TRANSFORM_SPEC.fields_by_name['cast'].message_type = _TRANSFORM_CAST
_TRANSFORM_SPEC.fields_by_name['sample'].message_type = _TRANSFORM_SAMPLE
_TRANSFORM_SPEC.fields_by_name['user_settings'].message_type = _TRANSFORM_USERSETTINGS
_TRANSFORM_SPEC.fields_by_name['protect_dataset'].message_type = _TRANSFORM_PROTECT
_TRANSFORM_SPEC.fields_by_name['external'].message_type = _TRANSFORM_EXTERNAL
_TRANSFORM_SPEC.fields_by_name['synthetic'].message_type = _TRANSFORM_SYNTHETIC
_TRANSFORM_SPEC.containing_type = _TRANSFORM
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['identity'])
_TRANSFORM_SPEC.fields_by_name['identity'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['variable'])
_TRANSFORM_SPEC.fields_by_name['variable'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['composed'])
_TRANSFORM_SPEC.fields_by_name['composed'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['project'])
_TRANSFORM_SPEC.fields_by_name['project'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['filter'])
_TRANSFORM_SPEC.fields_by_name['filter'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['shuffle'])
_TRANSFORM_SPEC.fields_by_name['shuffle'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['join'])
_TRANSFORM_SPEC.fields_by_name['join'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['cast'])
_TRANSFORM_SPEC.fields_by_name['cast'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['sample'])
_TRANSFORM_SPEC.fields_by_name['sample'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['user_settings'])
_TRANSFORM_SPEC.fields_by_name['user_settings'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['protect_dataset'])
_TRANSFORM_SPEC.fields_by_name['protect_dataset'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['external'])
_TRANSFORM_SPEC.fields_by_name['external'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_SPEC.oneofs_by_name['spec'].fields.append(
  _TRANSFORM_SPEC.fields_by_name['synthetic'])
_TRANSFORM_SPEC.fields_by_name['synthetic'].containing_oneof = _TRANSFORM_SPEC.oneofs_by_name['spec']
_TRANSFORM_EXTERNAL.fields_by_name['op'].enum_type = _TRANSFORM_EXTERNALOP
_TRANSFORM_EXTERNAL.containing_type = _TRANSFORM
_TRANSFORM_IDENTITY.containing_type = _TRANSFORM
_TRANSFORM_VARIABLE.containing_type = _TRANSFORM
_TRANSFORM_COMPOSED_NAMEDARGUMENTSENTRY.containing_type = _TRANSFORM_COMPOSED
_TRANSFORM_COMPOSED.fields_by_name['named_arguments'].message_type = _TRANSFORM_COMPOSED_NAMEDARGUMENTSENTRY
_TRANSFORM_COMPOSED.containing_type = _TRANSFORM
_TRANSFORM_PROJECT.fields_by_name['projection'].message_type = sarus__data__spec_dot_protobuf_dot_type__pb2._TYPE
_TRANSFORM_PROJECT.containing_type = _TRANSFORM
_TRANSFORM_FILTER.fields_by_name['filter'].message_type = sarus__data__spec_dot_protobuf_dot_type__pb2._TYPE
_TRANSFORM_FILTER.containing_type = _TRANSFORM
_TRANSFORM_SHUFFLE.containing_type = _TRANSFORM
_TRANSFORM_JOIN.fields_by_name['on'].message_type = sarus__data__spec_dot_protobuf_dot_type__pb2._TYPE
_TRANSFORM_JOIN.containing_type = _TRANSFORM
_TRANSFORM_CAST.fields_by_name['type'].message_type = sarus__data__spec_dot_protobuf_dot_type__pb2._TYPE
_TRANSFORM_CAST.containing_type = _TRANSFORM
_TRANSFORM_SAMPLE.containing_type = _TRANSFORM
_TRANSFORM_SAMPLE.oneofs_by_name['proportion'].fields.append(
  _TRANSFORM_SAMPLE.fields_by_name['fraction'])
_TRANSFORM_SAMPLE.fields_by_name['fraction'].containing_oneof = _TRANSFORM_SAMPLE.oneofs_by_name['proportion']
_TRANSFORM_SAMPLE.oneofs_by_name['proportion'].fields.append(
  _TRANSFORM_SAMPLE.fields_by_name['size'])
_TRANSFORM_SAMPLE.fields_by_name['size'].containing_oneof = _TRANSFORM_SAMPLE.oneofs_by_name['proportion']
_TRANSFORM_SCHEMAINFERENCE.fields_by_name['cast_policy'].enum_type = _TRANSFORM_SCHEMAINFERENCE_CASTPOLICY
_TRANSFORM_SCHEMAINFERENCE.containing_type = _TRANSFORM
_TRANSFORM_SCHEMAINFERENCE_CASTPOLICY.containing_type = _TRANSFORM_SCHEMAINFERENCE
_TRANSFORM_GROUPBY.containing_type = _TRANSFORM
_TRANSFORM_SYNTHETIC.containing_type = _TRANSFORM
_TRANSFORM_USERSETTINGS.fields_by_name['schema'].message_type = sarus__data__spec_dot_protobuf_dot_schema__pb2._SCHEMA
_TRANSFORM_USERSETTINGS.containing_type = _TRANSFORM
_TRANSFORM_PROTECT.fields_by_name['protected_entities'].message_type = sarus__data__spec_dot_protobuf_dot_path__pb2._PATH
_TRANSFORM_PROTECT.fields_by_name['public_entities'].message_type = sarus__data__spec_dot_protobuf_dot_path__pb2._PATH
_TRANSFORM_PROTECT.containing_type = _TRANSFORM
_TRANSFORM.fields_by_name['spec'].message_type = _TRANSFORM_SPEC
_TRANSFORM.fields_by_name['properties'].message_type = _TRANSFORM_PROPERTIESENTRY
_TRANSFORM_EXTERNALOP.containing_type = _TRANSFORM
DESCRIPTOR.message_types_by_name['Transform'] = _TRANSFORM
_sym_db.RegisterFileDescriptor(DESCRIPTOR)

Transform = _reflection.GeneratedProtocolMessageType('Transform', (_message.Message,), dict(

  PropertiesEntry = _reflection.GeneratedProtocolMessageType('PropertiesEntry', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_PROPERTIESENTRY,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.PropertiesEntry)
    ))
  ,

  Spec = _reflection.GeneratedProtocolMessageType('Spec', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_SPEC,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Spec)
    ))
  ,

  External = _reflection.GeneratedProtocolMessageType('External', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_EXTERNAL,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.External)
    ))
  ,

  Identity = _reflection.GeneratedProtocolMessageType('Identity', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_IDENTITY,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Identity)
    ))
  ,

  Variable = _reflection.GeneratedProtocolMessageType('Variable', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_VARIABLE,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Variable)
    ))
  ,

  Composed = _reflection.GeneratedProtocolMessageType('Composed', (_message.Message,), dict(

    NamedArgumentsEntry = _reflection.GeneratedProtocolMessageType('NamedArgumentsEntry', (_message.Message,), dict(
      DESCRIPTOR = _TRANSFORM_COMPOSED_NAMEDARGUMENTSENTRY,
      __module__ = 'sarus_data_spec.protobuf.transform_pb2'
      # @@protoc_insertion_point(class_scope:Transform.Composed.NamedArgumentsEntry)
      ))
    ,
    DESCRIPTOR = _TRANSFORM_COMPOSED,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Composed)
    ))
  ,

  Project = _reflection.GeneratedProtocolMessageType('Project', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_PROJECT,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Project)
    ))
  ,

  Filter = _reflection.GeneratedProtocolMessageType('Filter', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_FILTER,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Filter)
    ))
  ,

  Shuffle = _reflection.GeneratedProtocolMessageType('Shuffle', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_SHUFFLE,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Shuffle)
    ))
  ,

  Join = _reflection.GeneratedProtocolMessageType('Join', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_JOIN,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Join)
    ))
  ,

  Cast = _reflection.GeneratedProtocolMessageType('Cast', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_CAST,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Cast)
    ))
  ,

  Sample = _reflection.GeneratedProtocolMessageType('Sample', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_SAMPLE,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Sample)
    ))
  ,

  SchemaInference = _reflection.GeneratedProtocolMessageType('SchemaInference', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_SCHEMAINFERENCE,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.SchemaInference)
    ))
  ,

  GroupBy = _reflection.GeneratedProtocolMessageType('GroupBy', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_GROUPBY,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.GroupBy)
    ))
  ,

  Synthetic = _reflection.GeneratedProtocolMessageType('Synthetic', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_SYNTHETIC,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Synthetic)
    ))
  ,

  UserSettings = _reflection.GeneratedProtocolMessageType('UserSettings', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_USERSETTINGS,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.UserSettings)
    ))
  ,

  Protect = _reflection.GeneratedProtocolMessageType('Protect', (_message.Message,), dict(
    DESCRIPTOR = _TRANSFORM_PROTECT,
    __module__ = 'sarus_data_spec.protobuf.transform_pb2'
    # @@protoc_insertion_point(class_scope:Transform.Protect)
    ))
  ,
  DESCRIPTOR = _TRANSFORM,
  __module__ = 'sarus_data_spec.protobuf.transform_pb2'
  # @@protoc_insertion_point(class_scope:Transform)
  ))
_sym_db.RegisterMessage(Transform)
_sym_db.RegisterMessage(Transform.PropertiesEntry)
_sym_db.RegisterMessage(Transform.Spec)
_sym_db.RegisterMessage(Transform.External)
_sym_db.RegisterMessage(Transform.Identity)
_sym_db.RegisterMessage(Transform.Variable)
_sym_db.RegisterMessage(Transform.Composed)
_sym_db.RegisterMessage(Transform.Composed.NamedArgumentsEntry)
_sym_db.RegisterMessage(Transform.Project)
_sym_db.RegisterMessage(Transform.Filter)
_sym_db.RegisterMessage(Transform.Shuffle)
_sym_db.RegisterMessage(Transform.Join)
_sym_db.RegisterMessage(Transform.Cast)
_sym_db.RegisterMessage(Transform.Sample)
_sym_db.RegisterMessage(Transform.SchemaInference)
_sym_db.RegisterMessage(Transform.GroupBy)
_sym_db.RegisterMessage(Transform.Synthetic)
_sym_db.RegisterMessage(Transform.UserSettings)
_sym_db.RegisterMessage(Transform.Protect)


_TRANSFORM_PROPERTIESENTRY._options = None
_TRANSFORM_COMPOSED_NAMEDARGUMENTSENTRY._options = None
# @@protoc_insertion_point(module_scope)