models_pb2.py

# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: models.proto

from google.protobuf.internal import enum_type_wrapper
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()


import common_types_pb2 as common__types__pb2


DESCRIPTOR = _descriptor.FileDescriptor(
  name='models.proto',
  package='optimization_guide.proto',
  syntax='proto2',
  serialized_options=b'\n0org.chromium.components.optimization_guide.protoB\013ModelsProtoH\003',
  create_key=_descriptor._internal_create_key,
  serialized_pb=b'\n\x0cmodels.proto\x12\x18optimization_guide.proto\x1a\x12\x63ommon_types.proto\"\xe7\x01\n\x05Model\x12?\n\rdecision_tree\x18\x01 \x01(\x0b\x32&.optimization_guide.proto.DecisionTreeH\x00\x12\x36\n\x08\x65nsemble\x18\x02 \x01(\x0b\x32\".optimization_guide.proto.EnsembleH\x00\x12\x16\n\x0c\x64ownload_url\x18\x05 \x01(\tH\x00\x12\x38\n\tthreshold\x18{ \x01(\x0b\x32%.optimization_guide.proto.DoubleValueB\x07\n\x05modelJ\x04\x08\x03\x10\x04J\x04\x08\x04\x10\x05\"\x95\x01\n\x08\x45nsemble\x12:\n\x07members\x18\x64 \x03(\x0b\x32).optimization_guide.proto.Ensemble.Member\x1a;\n\x06Member\x12\x31\n\x08submodel\x18\x01 \x01(\x0b\x32\x1f.optimization_guide.proto.ModelJ\x04\x08\x02\x10\x03J\x04\x08\x03\x10\x04J\x04\x08\x04\x10\x05\"W\n\x0c\x44\x65\x63isionTree\x12\x31\n\x05nodes\x18\x01 \x03(\x0b\x32\".optimization_guide.proto.TreeNode\x12\x0e\n\x06weight\x18\x03 \x01(\x02J\x04\x08\x02\x10\x03\"\xb8\x02\n\x08TreeNode\x12\x35\n\x07node_id\x18\x01 \x01(\x0b\x32$.optimization_guide.proto.Int32Value\x12\x33\n\x05\x64\x65pth\x18\x02 \x01(\x0b\x32$.optimization_guide.proto.Int32Value\x12:\n\x0csubtree_size\x18\x03 \x01(\x0b\x32$.optimization_guide.proto.Int32Value\x12;\n\x0b\x62inary_node\x18\x04 \x01(\x0b\x32$.optimization_guide.proto.BinaryNodeH\x00\x12.\n\x04leaf\x18\x05 \x01(\x0b\x32\x1e.optimization_guide.proto.LeafH\x00\x42\x0b\n\tnode_typeJ\x04\x08\x06\x10\x07J\x04\x08\x07\x10\x08\"\x83\x02\n\nBinaryNode\x12;\n\rleft_child_id\x18\x01 \x01(\x0b\x32$.optimization_guide.proto.Int32Value\x12<\n\x0eright_child_id\x18\x02 \x01(\x0b\x32$.optimization_guide.proto.Int32Value\x12L\n\x1ainequality_left_child_test\x18\x04 \x01(\x0b\x32(.optimization_guide.proto.InequalityTest\" \n\tDirection\x12\x08\n\x04LEFT\x10\x00\x12\t\n\x05RIGHT\x10\x01J\x04\x08\x03\x10\x04J\x04\x08\x05\x10\x06\"8\n\x06Vector\x12.\n\x05value\x18\x01 \x03(\x0b\x32\x1f.optimization_guide.proto.Value\"D\n\x04Leaf\x12\x30\n\x06vector\x18\x01 \x01(\x0b\x32 .optimization_guide.proto.VectorJ\x04\x08\x02\x10\x03J\x04\x08\x03\x10\x04\"D\n\tFeatureId\x12\x31\n\x02id\x18\x01 \x01(\x0b\x32%.optimization_guide.proto.StringValueJ\x04\x08\x02\x10\x03\"\x92\x02\n\x0eInequalityTest\x12\x37\n\nfeature_id\x18\x01 \x01(\x0b\x32#.optimization_guide.proto.FeatureId\x12;\n\x04type\x18\x02 \x01(\x0e\x32-.optimization_guide.proto.InequalityTest.Type\x12\x32\n\tthreshold\x18\x03 \x01(\x0b\x32\x1f.optimization_guide.proto.Value\"P\n\x04Type\x12\x11\n\rLESS_OR_EQUAL\x10\x00\x12\r\n\tLESS_THAN\x10\x01\x12\x14\n\x10GREATER_OR_EQUAL\x10\x02\x12\x10\n\x0cGREATER_THAN\x10\x03J\x04\x08\x04\x10\x05\"s\n\x05Value\x12\x15\n\x0b\x66loat_value\x18\x01 \x01(\x02H\x00\x12\x16\n\x0c\x64ouble_value\x18\x02 \x01(\x01H\x00\x12\x15\n\x0bint32_value\x18\x03 \x01(\x05H\x00\x12\x15\n\x0bint64_value\x18\x04 \x01(\x03H\x00\x42\x07\n\x05valueJ\x04\x08\x05\x10\x06\"\x1b\n\nInt32Value\x12\r\n\x05value\x18\x01 \x01(\x05\"\x1c\n\x0bStringValue\x12\r\n\x05value\x18\x01 \x01(\t\"\x1c\n\x0b\x44oubleValue\x12\r\n\x05value\x18\x01 \x01(\x01\"\xed\x01\n\x10GetModelsRequest\x12=\n\x10requested_models\x18\x01 \x03(\x0b\x32#.optimization_guide.proto.ModelInfo\x12\x41\n\x0frequest_context\x18\x03 \x01(\x0e\x32(.optimization_guide.proto.RequestContext\x12\x41\n\x13\x61\x63tive_field_trials\x18\x04 \x03(\x0b\x32$.optimization_guide.proto.FieldTrial\x12\x0e\n\x06locale\x18\x05 \x01(\tJ\x04\x08\x02\x10\x03\"\x98\x01\n\x11GetModelsResponse\x12\x39\n\x06models\x18\x01 \x03(\x0b\x32).optimization_guide.proto.PredictionModel\x12H\n\x13host_model_features\x18\x02 \x03(\x0b\x32+.optimization_guide.proto.HostModelFeatures\"z\n\x0fPredictionModel\x12\x37\n\nmodel_info\x18\x01 \x01(\x0b\x32#.optimization_guide.proto.ModelInfo\x12.\n\x05model\x18\x02 \x01(\x0b\x32\x1f.optimization_guide.proto.Model\"(\n\x13\x41\x64\x64itionalModelFile\x12\x11\n\tfile_path\x18\x01 \x01(\t\"\xd8\x02\n\tModelInfo\x12I\n\x13optimization_target\x18\x01 \x01(\x0e\x32,.optimization_guide.proto.OptimizationTarget\x12\x0f\n\x07version\x18\x02 \x01(\x03\x12\x42\n\x15supported_model_types\x18\x04 \x03(\x0e\x32#.optimization_guide.proto.ModelType\x12%\n\x1dsupported_host_model_features\x18\x05 \x03(\t\x12G\n\x10\x61\x64\x64itional_files\x18\x07 \x03(\x0b\x32-.optimization_guide.proto.AdditionalModelFile\x12\x35\n\x0emodel_metadata\x18\x06 \x01(\x0b\x32\x1d.optimization_guide.proto.AnyJ\x04\x08\x03\x10\x04\"a\n\x11HostModelFeatures\x12\x0c\n\x04host\x18\x01 \x01(\t\x12>\n\x0emodel_features\x18\x02 \x03(\x0b\x32&.optimization_guide.proto.ModelFeature\"d\n\x0cModelFeature\x12\x14\n\x0c\x66\x65\x61ture_name\x18\x01 \x01(\t\x12\x16\n\x0c\x64ouble_value\x18\x02 \x01(\x01H\x00\x12\x15\n\x0bint64_value\x18\x03 \x01(\x03H\x00\x42\x0f\n\rfeature_value*\x88\x03\n\x12OptimizationTarget\x12\x1f\n\x1bOPTIMIZATION_TARGET_UNKNOWN\x10\x00\x12)\n%OPTIMIZATION_TARGET_PAINFUL_PAGE_LOAD\x10\x01\x12*\n&OPTIMIZATION_TARGET_LANGUAGE_DETECTION\x10\x02\x12#\n\x1fOPTIMIZATION_TARGET_PAGE_TOPICS\x10\x03\x12,\n(OPTIMIZATION_TARGET_SEGMENTATION_NEW_TAB\x10\x04\x12*\n&OPTIMIZATION_TARGET_SEGMENTATION_SHARE\x10\x05\x12*\n&OPTIMIZATION_TARGET_SEGMENTATION_VOICE\x10\x06\x12(\n$OPTIMIZATION_TARGET_MODEL_VALIDATION\x10\x07\x12%\n!OPTIMIZATION_TARGET_PAGE_ENTITIES\x10\x08*}\n\tModelType\x12\x16\n\x12MODEL_TYPE_UNKNOWN\x10\x00\x12\x1c\n\x18MODEL_TYPE_DECISION_TREE\x10\x01\x12\x1b\n\x17MODEL_TYPE_TFLITE_2_3_0\x10\x02\x12\x1d\n\x19MODEL_TYPE_TFLITE_2_3_0_1\x10\x03\x42\x41\n0org.chromium.components.optimization_guide.protoB\x0bModelsProtoH\x03'
  ,
  dependencies=[common__types__pb2.DESCRIPTOR,])

_OPTIMIZATIONTARGET = _descriptor.EnumDescriptor(
  name='OptimizationTarget',
  full_name='optimization_guide.proto.OptimizationTarget',
  filename=None,
  file=DESCRIPTOR,
  create_key=_descriptor._internal_create_key,
  values=[
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_UNKNOWN', index=0, number=0,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_PAINFUL_PAGE_LOAD', index=1, number=1,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_LANGUAGE_DETECTION', index=2, number=2,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_PAGE_TOPICS', index=3, number=3,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_SEGMENTATION_NEW_TAB', index=4, number=4,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_SEGMENTATION_SHARE', index=5, number=5,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_SEGMENTATION_VOICE', index=6, number=6,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_MODEL_VALIDATION', index=7, number=7,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='OPTIMIZATION_TARGET_PAGE_ENTITIES', index=8, number=8,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=2905,
  serialized_end=3297,
)
_sym_db.RegisterEnumDescriptor(_OPTIMIZATIONTARGET)

OptimizationTarget = enum_type_wrapper.EnumTypeWrapper(_OPTIMIZATIONTARGET)
_MODELTYPE = _descriptor.EnumDescriptor(
  name='ModelType',
  full_name='optimization_guide.proto.ModelType',
  filename=None,
  file=DESCRIPTOR,
  create_key=_descriptor._internal_create_key,
  values=[
    _descriptor.EnumValueDescriptor(
      name='MODEL_TYPE_UNKNOWN', index=0, number=0,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='MODEL_TYPE_DECISION_TREE', index=1, number=1,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='MODEL_TYPE_TFLITE_2_3_0', index=2, number=2,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='MODEL_TYPE_TFLITE_2_3_0_1', index=3, number=3,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=3299,
  serialized_end=3424,
)
_sym_db.RegisterEnumDescriptor(_MODELTYPE)

ModelType = enum_type_wrapper.EnumTypeWrapper(_MODELTYPE)
OPTIMIZATION_TARGET_UNKNOWN = 0
OPTIMIZATION_TARGET_PAINFUL_PAGE_LOAD = 1
OPTIMIZATION_TARGET_LANGUAGE_DETECTION = 2
OPTIMIZATION_TARGET_PAGE_TOPICS = 3
OPTIMIZATION_TARGET_SEGMENTATION_NEW_TAB = 4
OPTIMIZATION_TARGET_SEGMENTATION_SHARE = 5
OPTIMIZATION_TARGET_SEGMENTATION_VOICE = 6
OPTIMIZATION_TARGET_MODEL_VALIDATION = 7
OPTIMIZATION_TARGET_PAGE_ENTITIES = 8
MODEL_TYPE_UNKNOWN = 0
MODEL_TYPE_DECISION_TREE = 1
MODEL_TYPE_TFLITE_2_3_0 = 2
MODEL_TYPE_TFLITE_2_3_0_1 = 3


_BINARYNODE_DIRECTION = _descriptor.EnumDescriptor(
  name='Direction',
  full_name='optimization_guide.proto.BinaryNode.Direction',
  filename=None,
  file=DESCRIPTOR,
  create_key=_descriptor._internal_create_key,
  values=[
    _descriptor.EnumValueDescriptor(
      name='LEFT', index=0, number=0,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='RIGHT', index=1, number=1,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=1068,
  serialized_end=1100,
)
_sym_db.RegisterEnumDescriptor(_BINARYNODE_DIRECTION)

_INEQUALITYTEST_TYPE = _descriptor.EnumDescriptor(
  name='Type',
  full_name='optimization_guide.proto.InequalityTest.Type',
  filename=None,
  file=DESCRIPTOR,
  create_key=_descriptor._internal_create_key,
  values=[
    _descriptor.EnumValueDescriptor(
      name='LESS_OR_EQUAL', index=0, number=0,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='LESS_THAN', index=1, number=1,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='GREATER_OR_EQUAL', index=2, number=2,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
    _descriptor.EnumValueDescriptor(
      name='GREATER_THAN', index=3, number=3,
      serialized_options=None,
      type=None,
      create_key=_descriptor._internal_create_key),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=1501,
  serialized_end=1581,
)
_sym_db.RegisterEnumDescriptor(_INEQUALITYTEST_TYPE)


_MODEL = _descriptor.Descriptor(
  name='Model',
  full_name='optimization_guide.proto.Model',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='decision_tree', full_name='optimization_guide.proto.Model.decision_tree', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='ensemble', full_name='optimization_guide.proto.Model.ensemble', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='download_url', full_name='optimization_guide.proto.Model.download_url', index=2,
      number=5, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='threshold', full_name='optimization_guide.proto.Model.threshold', index=3,
      number=123, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='model', full_name='optimization_guide.proto.Model.model',
      index=0, containing_type=None,
      create_key=_descriptor._internal_create_key,
    fields=[]),
  ],
  serialized_start=63,
  serialized_end=294,
)


_ENSEMBLE_MEMBER = _descriptor.Descriptor(
  name='Member',
  full_name='optimization_guide.proto.Ensemble.Member',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='submodel', full_name='optimization_guide.proto.Ensemble.Member.submodel', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=369,
  serialized_end=428,
)

_ENSEMBLE = _descriptor.Descriptor(
  name='Ensemble',
  full_name='optimization_guide.proto.Ensemble',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='members', full_name='optimization_guide.proto.Ensemble.members', index=0,
      number=100, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[_ENSEMBLE_MEMBER, ],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=297,
  serialized_end=446,
)


_DECISIONTREE = _descriptor.Descriptor(
  name='DecisionTree',
  full_name='optimization_guide.proto.DecisionTree',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='nodes', full_name='optimization_guide.proto.DecisionTree.nodes', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='weight', full_name='optimization_guide.proto.DecisionTree.weight', index=1,
      number=3, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=448,
  serialized_end=535,
)


_TREENODE = _descriptor.Descriptor(
  name='TreeNode',
  full_name='optimization_guide.proto.TreeNode',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='node_id', full_name='optimization_guide.proto.TreeNode.node_id', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='depth', full_name='optimization_guide.proto.TreeNode.depth', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='subtree_size', full_name='optimization_guide.proto.TreeNode.subtree_size', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='binary_node', full_name='optimization_guide.proto.TreeNode.binary_node', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='leaf', full_name='optimization_guide.proto.TreeNode.leaf', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='node_type', full_name='optimization_guide.proto.TreeNode.node_type',
      index=0, containing_type=None,
      create_key=_descriptor._internal_create_key,
    fields=[]),
  ],
  serialized_start=538,
  serialized_end=850,
)


_BINARYNODE = _descriptor.Descriptor(
  name='BinaryNode',
  full_name='optimization_guide.proto.BinaryNode',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='left_child_id', full_name='optimization_guide.proto.BinaryNode.left_child_id', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='right_child_id', full_name='optimization_guide.proto.BinaryNode.right_child_id', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='inequality_left_child_test', full_name='optimization_guide.proto.BinaryNode.inequality_left_child_test', index=2,
      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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
    _BINARYNODE_DIRECTION,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=853,
  serialized_end=1112,
)


_VECTOR = _descriptor.Descriptor(
  name='Vector',
  full_name='optimization_guide.proto.Vector',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='value', full_name='optimization_guide.proto.Vector.value', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1114,
  serialized_end=1170,
)


_LEAF = _descriptor.Descriptor(
  name='Leaf',
  full_name='optimization_guide.proto.Leaf',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='vector', full_name='optimization_guide.proto.Leaf.vector', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1172,
  serialized_end=1240,
)


_FEATUREID = _descriptor.Descriptor(
  name='FeatureId',
  full_name='optimization_guide.proto.FeatureId',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='id', full_name='optimization_guide.proto.FeatureId.id', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1242,
  serialized_end=1310,
)


_INEQUALITYTEST = _descriptor.Descriptor(
  name='InequalityTest',
  full_name='optimization_guide.proto.InequalityTest',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='feature_id', full_name='optimization_guide.proto.InequalityTest.feature_id', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='type', full_name='optimization_guide.proto.InequalityTest.type', index=1,
      number=2, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='threshold', full_name='optimization_guide.proto.InequalityTest.threshold', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
    _INEQUALITYTEST_TYPE,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1313,
  serialized_end=1587,
)


_VALUE = _descriptor.Descriptor(
  name='Value',
  full_name='optimization_guide.proto.Value',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='float_value', full_name='optimization_guide.proto.Value.float_value', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='double_value', full_name='optimization_guide.proto.Value.double_value', index=1,
      number=2, type=1, cpp_type=5, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='int32_value', full_name='optimization_guide.proto.Value.int32_value', index=2,
      number=3, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='int64_value', full_name='optimization_guide.proto.Value.int64_value', index=3,
      number=4, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='value', full_name='optimization_guide.proto.Value.value',
      index=0, containing_type=None,
      create_key=_descriptor._internal_create_key,
    fields=[]),
  ],
  serialized_start=1589,
  serialized_end=1704,
)


_INT32VALUE = _descriptor.Descriptor(
  name='Int32Value',
  full_name='optimization_guide.proto.Int32Value',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='value', full_name='optimization_guide.proto.Int32Value.value', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1706,
  serialized_end=1733,
)


_STRINGVALUE = _descriptor.Descriptor(
  name='StringValue',
  full_name='optimization_guide.proto.StringValue',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='value', full_name='optimization_guide.proto.StringValue.value', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1735,
  serialized_end=1763,
)


_DOUBLEVALUE = _descriptor.Descriptor(
  name='DoubleValue',
  full_name='optimization_guide.proto.DoubleValue',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='value', full_name='optimization_guide.proto.DoubleValue.value', index=0,
      number=1, type=1, cpp_type=5, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1765,
  serialized_end=1793,
)


_GETMODELSREQUEST = _descriptor.Descriptor(
  name='GetModelsRequest',
  full_name='optimization_guide.proto.GetModelsRequest',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='requested_models', full_name='optimization_guide.proto.GetModelsRequest.requested_models', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='request_context', full_name='optimization_guide.proto.GetModelsRequest.request_context', index=1,
      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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='active_field_trials', full_name='optimization_guide.proto.GetModelsRequest.active_field_trials', index=2,
      number=4, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='locale', full_name='optimization_guide.proto.GetModelsRequest.locale', index=3,
      number=5, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=1796,
  serialized_end=2033,
)


_GETMODELSRESPONSE = _descriptor.Descriptor(
  name='GetModelsResponse',
  full_name='optimization_guide.proto.GetModelsResponse',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='models', full_name='optimization_guide.proto.GetModelsResponse.models', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='host_model_features', full_name='optimization_guide.proto.GetModelsResponse.host_model_features', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2036,
  serialized_end=2188,
)


_PREDICTIONMODEL = _descriptor.Descriptor(
  name='PredictionModel',
  full_name='optimization_guide.proto.PredictionModel',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='model_info', full_name='optimization_guide.proto.PredictionModel.model_info', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='model', full_name='optimization_guide.proto.PredictionModel.model', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2190,
  serialized_end=2312,
)


_ADDITIONALMODELFILE = _descriptor.Descriptor(
  name='AdditionalModelFile',
  full_name='optimization_guide.proto.AdditionalModelFile',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='file_path', full_name='optimization_guide.proto.AdditionalModelFile.file_path', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2314,
  serialized_end=2354,
)


_MODELINFO = _descriptor.Descriptor(
  name='ModelInfo',
  full_name='optimization_guide.proto.ModelInfo',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='optimization_target', full_name='optimization_guide.proto.ModelInfo.optimization_target', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='version', full_name='optimization_guide.proto.ModelInfo.version', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='supported_model_types', full_name='optimization_guide.proto.ModelInfo.supported_model_types', index=2,
      number=4, type=14, cpp_type=8, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='supported_host_model_features', full_name='optimization_guide.proto.ModelInfo.supported_host_model_features', index=3,
      number=5, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='additional_files', full_name='optimization_guide.proto.ModelInfo.additional_files', index=4,
      number=7, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='model_metadata', full_name='optimization_guide.proto.ModelInfo.model_metadata', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2357,
  serialized_end=2701,
)


_HOSTMODELFEATURES = _descriptor.Descriptor(
  name='HostModelFeatures',
  full_name='optimization_guide.proto.HostModelFeatures',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='host', full_name='optimization_guide.proto.HostModelFeatures.host', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='model_features', full_name='optimization_guide.proto.HostModelFeatures.model_features', 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2703,
  serialized_end=2800,
)


_MODELFEATURE = _descriptor.Descriptor(
  name='ModelFeature',
  full_name='optimization_guide.proto.ModelFeature',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  create_key=_descriptor._internal_create_key,
  fields=[
    _descriptor.FieldDescriptor(
      name='feature_name', full_name='optimization_guide.proto.ModelFeature.feature_name', 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='double_value', full_name='optimization_guide.proto.ModelFeature.double_value', index=1,
      number=2, type=1, cpp_type=5, 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,  create_key=_descriptor._internal_create_key),
    _descriptor.FieldDescriptor(
      name='int64_value', full_name='optimization_guide.proto.ModelFeature.int64_value', index=2,
      number=3, 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,  create_key=_descriptor._internal_create_key),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='feature_value', full_name='optimization_guide.proto.ModelFeature.feature_value',
      index=0, containing_type=None,
      create_key=_descriptor._internal_create_key,
    fields=[]),
  ],
  serialized_start=2802,
  serialized_end=2902,
)

_MODEL.fields_by_name['decision_tree'].message_type = _DECISIONTREE
_MODEL.fields_by_name['ensemble'].message_type = _ENSEMBLE
_MODEL.fields_by_name['threshold'].message_type = _DOUBLEVALUE
_MODEL.oneofs_by_name['model'].fields.append(
  _MODEL.fields_by_name['decision_tree'])
_MODEL.fields_by_name['decision_tree'].containing_oneof = _MODEL.oneofs_by_name['model']
_MODEL.oneofs_by_name['model'].fields.append(
  _MODEL.fields_by_name['ensemble'])
_MODEL.fields_by_name['ensemble'].containing_oneof = _MODEL.oneofs_by_name['model']
_MODEL.oneofs_by_name['model'].fields.append(
  _MODEL.fields_by_name['download_url'])
_MODEL.fields_by_name['download_url'].containing_oneof = _MODEL.oneofs_by_name['model']
_ENSEMBLE_MEMBER.fields_by_name['submodel'].message_type = _MODEL
_ENSEMBLE_MEMBER.containing_type = _ENSEMBLE
_ENSEMBLE.fields_by_name['members'].message_type = _ENSEMBLE_MEMBER
_DECISIONTREE.fields_by_name['nodes'].message_type = _TREENODE
_TREENODE.fields_by_name['node_id'].message_type = _INT32VALUE
_TREENODE.fields_by_name['depth'].message_type = _INT32VALUE
_TREENODE.fields_by_name['subtree_size'].message_type = _INT32VALUE
_TREENODE.fields_by_name['binary_node'].message_type = _BINARYNODE
_TREENODE.fields_by_name['leaf'].message_type = _LEAF
_TREENODE.oneofs_by_name['node_type'].fields.append(
  _TREENODE.fields_by_name['binary_node'])
_TREENODE.fields_by_name['binary_node'].containing_oneof = _TREENODE.oneofs_by_name['node_type']
_TREENODE.oneofs_by_name['node_type'].fields.append(
  _TREENODE.fields_by_name['leaf'])
_TREENODE.fields_by_name['leaf'].containing_oneof = _TREENODE.oneofs_by_name['node_type']
_BINARYNODE.fields_by_name['left_child_id'].message_type = _INT32VALUE
_BINARYNODE.fields_by_name['right_child_id'].message_type = _INT32VALUE
_BINARYNODE.fields_by_name['inequality_left_child_test'].message_type = _INEQUALITYTEST
_BINARYNODE_DIRECTION.containing_type = _BINARYNODE
_VECTOR.fields_by_name['value'].message_type = _VALUE
_LEAF.fields_by_name['vector'].message_type = _VECTOR
_FEATUREID.fields_by_name['id'].message_type = _STRINGVALUE
_INEQUALITYTEST.fields_by_name['feature_id'].message_type = _FEATUREID
_INEQUALITYTEST.fields_by_name['type'].enum_type = _INEQUALITYTEST_TYPE
_INEQUALITYTEST.fields_by_name['threshold'].message_type = _VALUE
_INEQUALITYTEST_TYPE.containing_type = _INEQUALITYTEST
_VALUE.oneofs_by_name['value'].fields.append(
  _VALUE.fields_by_name['float_value'])
_VALUE.fields_by_name['float_value'].containing_oneof = _VALUE.oneofs_by_name['value']
_VALUE.oneofs_by_name['value'].fields.append(
  _VALUE.fields_by_name['double_value'])
_VALUE.fields_by_name['double_value'].containing_oneof = _VALUE.oneofs_by_name['value']
_VALUE.oneofs_by_name['value'].fields.append(
  _VALUE.fields_by_name['int32_value'])
_VALUE.fields_by_name['int32_value'].containing_oneof = _VALUE.oneofs_by_name['value']
_VALUE.oneofs_by_name['value'].fields.append(
  _VALUE.fields_by_name['int64_value'])
_VALUE.fields_by_name['int64_value'].containing_oneof = _VALUE.oneofs_by_name['value']
_GETMODELSREQUEST.fields_by_name['requested_models'].message_type = _MODELINFO
_GETMODELSREQUEST.fields_by_name['request_context'].enum_type = common__types__pb2._REQUESTCONTEXT
_GETMODELSREQUEST.fields_by_name['active_field_trials'].message_type = common__types__pb2._FIELDTRIAL
_GETMODELSRESPONSE.fields_by_name['models'].message_type = _PREDICTIONMODEL
_GETMODELSRESPONSE.fields_by_name['host_model_features'].message_type = _HOSTMODELFEATURES
_PREDICTIONMODEL.fields_by_name['model_info'].message_type = _MODELINFO
_PREDICTIONMODEL.fields_by_name['model'].message_type = _MODEL
_MODELINFO.fields_by_name['optimization_target'].enum_type = _OPTIMIZATIONTARGET
_MODELINFO.fields_by_name['supported_model_types'].enum_type = _MODELTYPE
_MODELINFO.fields_by_name['additional_files'].message_type = _ADDITIONALMODELFILE
_MODELINFO.fields_by_name['model_metadata'].message_type = common__types__pb2._ANY
_HOSTMODELFEATURES.fields_by_name['model_features'].message_type = _MODELFEATURE
_MODELFEATURE.oneofs_by_name['feature_value'].fields.append(
  _MODELFEATURE.fields_by_name['double_value'])
_MODELFEATURE.fields_by_name['double_value'].containing_oneof = _MODELFEATURE.oneofs_by_name['feature_value']
_MODELFEATURE.oneofs_by_name['feature_value'].fields.append(
  _MODELFEATURE.fields_by_name['int64_value'])
_MODELFEATURE.fields_by_name['int64_value'].containing_oneof = _MODELFEATURE.oneofs_by_name['feature_value']
DESCRIPTOR.message_types_by_name['Model'] = _MODEL
DESCRIPTOR.message_types_by_name['Ensemble'] = _ENSEMBLE
DESCRIPTOR.message_types_by_name['DecisionTree'] = _DECISIONTREE
DESCRIPTOR.message_types_by_name['TreeNode'] = _TREENODE
DESCRIPTOR.message_types_by_name['BinaryNode'] = _BINARYNODE
DESCRIPTOR.message_types_by_name['Vector'] = _VECTOR
DESCRIPTOR.message_types_by_name['Leaf'] = _LEAF
DESCRIPTOR.message_types_by_name['FeatureId'] = _FEATUREID
DESCRIPTOR.message_types_by_name['InequalityTest'] = _INEQUALITYTEST
DESCRIPTOR.message_types_by_name['Value'] = _VALUE
DESCRIPTOR.message_types_by_name['Int32Value'] = _INT32VALUE
DESCRIPTOR.message_types_by_name['StringValue'] = _STRINGVALUE
DESCRIPTOR.message_types_by_name['DoubleValue'] = _DOUBLEVALUE
DESCRIPTOR.message_types_by_name['GetModelsRequest'] = _GETMODELSREQUEST
DESCRIPTOR.message_types_by_name['GetModelsResponse'] = _GETMODELSRESPONSE
DESCRIPTOR.message_types_by_name['PredictionModel'] = _PREDICTIONMODEL
DESCRIPTOR.message_types_by_name['AdditionalModelFile'] = _ADDITIONALMODELFILE
DESCRIPTOR.message_types_by_name['ModelInfo'] = _MODELINFO
DESCRIPTOR.message_types_by_name['HostModelFeatures'] = _HOSTMODELFEATURES
DESCRIPTOR.message_types_by_name['ModelFeature'] = _MODELFEATURE
DESCRIPTOR.enum_types_by_name['OptimizationTarget'] = _OPTIMIZATIONTARGET
DESCRIPTOR.enum_types_by_name['ModelType'] = _MODELTYPE
_sym_db.RegisterFileDescriptor(DESCRIPTOR)

Model = _reflection.GeneratedProtocolMessageType('Model', (_message.Message,), {
  'DESCRIPTOR' : _MODEL,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.Model)
  })
_sym_db.RegisterMessage(Model)

Ensemble = _reflection.GeneratedProtocolMessageType('Ensemble', (_message.Message,), {

  'Member' : _reflection.GeneratedProtocolMessageType('Member', (_message.Message,), {
    'DESCRIPTOR' : _ENSEMBLE_MEMBER,
    '__module__' : 'models_pb2'
    # @@protoc_insertion_point(class_scope:optimization_guide.proto.Ensemble.Member)
    })
  ,
  'DESCRIPTOR' : _ENSEMBLE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.Ensemble)
  })
_sym_db.RegisterMessage(Ensemble)
_sym_db.RegisterMessage(Ensemble.Member)

DecisionTree = _reflection.GeneratedProtocolMessageType('DecisionTree', (_message.Message,), {
  'DESCRIPTOR' : _DECISIONTREE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.DecisionTree)
  })
_sym_db.RegisterMessage(DecisionTree)

TreeNode = _reflection.GeneratedProtocolMessageType('TreeNode', (_message.Message,), {
  'DESCRIPTOR' : _TREENODE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.TreeNode)
  })
_sym_db.RegisterMessage(TreeNode)

BinaryNode = _reflection.GeneratedProtocolMessageType('BinaryNode', (_message.Message,), {
  'DESCRIPTOR' : _BINARYNODE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.BinaryNode)
  })
_sym_db.RegisterMessage(BinaryNode)

Vector = _reflection.GeneratedProtocolMessageType('Vector', (_message.Message,), {
  'DESCRIPTOR' : _VECTOR,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.Vector)
  })
_sym_db.RegisterMessage(Vector)

Leaf = _reflection.GeneratedProtocolMessageType('Leaf', (_message.Message,), {
  'DESCRIPTOR' : _LEAF,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.Leaf)
  })
_sym_db.RegisterMessage(Leaf)

FeatureId = _reflection.GeneratedProtocolMessageType('FeatureId', (_message.Message,), {
  'DESCRIPTOR' : _FEATUREID,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.FeatureId)
  })
_sym_db.RegisterMessage(FeatureId)

InequalityTest = _reflection.GeneratedProtocolMessageType('InequalityTest', (_message.Message,), {
  'DESCRIPTOR' : _INEQUALITYTEST,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.InequalityTest)
  })
_sym_db.RegisterMessage(InequalityTest)

Value = _reflection.GeneratedProtocolMessageType('Value', (_message.Message,), {
  'DESCRIPTOR' : _VALUE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.Value)
  })
_sym_db.RegisterMessage(Value)

Int32Value = _reflection.GeneratedProtocolMessageType('Int32Value', (_message.Message,), {
  'DESCRIPTOR' : _INT32VALUE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.Int32Value)
  })
_sym_db.RegisterMessage(Int32Value)

StringValue = _reflection.GeneratedProtocolMessageType('StringValue', (_message.Message,), {
  'DESCRIPTOR' : _STRINGVALUE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.StringValue)
  })
_sym_db.RegisterMessage(StringValue)

DoubleValue = _reflection.GeneratedProtocolMessageType('DoubleValue', (_message.Message,), {
  'DESCRIPTOR' : _DOUBLEVALUE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.DoubleValue)
  })
_sym_db.RegisterMessage(DoubleValue)

GetModelsRequest = _reflection.GeneratedProtocolMessageType('GetModelsRequest', (_message.Message,), {
  'DESCRIPTOR' : _GETMODELSREQUEST,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.GetModelsRequest)
  })
_sym_db.RegisterMessage(GetModelsRequest)

GetModelsResponse = _reflection.GeneratedProtocolMessageType('GetModelsResponse', (_message.Message,), {
  'DESCRIPTOR' : _GETMODELSRESPONSE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.GetModelsResponse)
  })
_sym_db.RegisterMessage(GetModelsResponse)

PredictionModel = _reflection.GeneratedProtocolMessageType('PredictionModel', (_message.Message,), {
  'DESCRIPTOR' : _PREDICTIONMODEL,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.PredictionModel)
  })
_sym_db.RegisterMessage(PredictionModel)

AdditionalModelFile = _reflection.GeneratedProtocolMessageType('AdditionalModelFile', (_message.Message,), {
  'DESCRIPTOR' : _ADDITIONALMODELFILE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.AdditionalModelFile)
  })
_sym_db.RegisterMessage(AdditionalModelFile)

ModelInfo = _reflection.GeneratedProtocolMessageType('ModelInfo', (_message.Message,), {
  'DESCRIPTOR' : _MODELINFO,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.ModelInfo)
  })
_sym_db.RegisterMessage(ModelInfo)

HostModelFeatures = _reflection.GeneratedProtocolMessageType('HostModelFeatures', (_message.Message,), {
  'DESCRIPTOR' : _HOSTMODELFEATURES,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.HostModelFeatures)
  })
_sym_db.RegisterMessage(HostModelFeatures)

ModelFeature = _reflection.GeneratedProtocolMessageType('ModelFeature', (_message.Message,), {
  'DESCRIPTOR' : _MODELFEATURE,
  '__module__' : 'models_pb2'
  # @@protoc_insertion_point(class_scope:optimization_guide.proto.ModelFeature)
  })
_sym_db.RegisterMessage(ModelFeature)


DESCRIPTOR._options = None
# @@protoc_insertion_point(module_scope)