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from __future__ import annotations | ||
from datetime import datetime, date | ||
from enum import Enum | ||
from typing import List, Dict, Optional, Any, Union | ||
from pydantic import BaseModel as BaseModel, ConfigDict, Field | ||
import sys | ||
if sys.version_info >= (3, 8): | ||
from typing import Literal | ||
else: | ||
from typing_extensions import Literal | ||
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metamodel_version = "None" | ||
version = "None" | ||
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class ConfiguredBaseModel(BaseModel): | ||
model_config = ConfigDict( | ||
validate_assignment=True, | ||
validate_default=True, | ||
extra='forbid', | ||
arbitrary_types_allowed=True, | ||
use_enum_values = True) | ||
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class NullDataOptions(str, Enum): | ||
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UNSPECIFIED_METHOD_OF_ADMINISTRATION = "UNSPECIFIED_METHOD_OF_ADMINISTRATION" | ||
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NOT_APPLICABLE = "NOT_APPLICABLE" | ||
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NOT_MENTIONED = "NOT_MENTIONED" | ||
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class MalnutritionObservations(ConfiguredBaseModel): | ||
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malnutrition_presence: Optional[bool] = Field(None) | ||
severity: Optional[str] = Field(None) | ||
diagnosis: Optional[str] = Field(None) | ||
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class ExtractionResult(ConfiguredBaseModel): | ||
""" | ||
A result of extracting knowledge on text | ||
""" | ||
input_id: Optional[str] = Field(None) | ||
input_title: Optional[str] = Field(None) | ||
input_text: Optional[str] = Field(None) | ||
raw_completion_output: Optional[str] = Field(None) | ||
prompt: Optional[str] = Field(None) | ||
extracted_object: Optional[Any] = Field(None, description="""The complex objects extracted from the text""") | ||
named_entities: Optional[List[Any]] = Field(default_factory=list, description="""Named entities extracted from the text""") | ||
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class NamedEntity(ConfiguredBaseModel): | ||
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id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class ClinicalObservationSet(NamedEntity): | ||
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observations: Optional[List[str]] = Field(default_factory=list) | ||
id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class ClinicalObservations(NamedEntity): | ||
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is_pediatric: Optional[bool] = Field(None) | ||
patient_height: Optional[QuantitativeValue] = Field(None) | ||
patient_weight: Optional[QuantitativeValue] = Field(None) | ||
malnutrition_status: Optional[MalnutritionObservations] = Field(None) | ||
diet_supplementation: Optional[List[str]] = Field(default_factory=list) | ||
nutrition_support: Optional[List[str]] = Field(default_factory=list) | ||
id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class DietSupplementation(NamedEntity): | ||
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id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class NutritionSupport(NamedEntity): | ||
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id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class Disease(NamedEntity): | ||
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id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class Unit(NamedEntity): | ||
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id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class CompoundExpression(ConfiguredBaseModel): | ||
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None | ||
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class QuantitativeValue(CompoundExpression): | ||
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value: Optional[str] = Field(None, description="""the value of the quantity""") | ||
unit: Optional[str] = Field(None, description="""the unit of the quantity, e.g. grams, cups, etc.""") | ||
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class Triple(CompoundExpression): | ||
""" | ||
Abstract parent for Relation Extraction tasks | ||
""" | ||
subject: Optional[str] = Field(None) | ||
predicate: Optional[str] = Field(None) | ||
object: Optional[str] = Field(None) | ||
qualifier: Optional[str] = Field(None, description="""A qualifier for the statements, e.g. \"NOT\" for negation""") | ||
subject_qualifier: Optional[str] = Field(None, description="""An optional qualifier or modifier for the subject of the statement, e.g. \"high dose\" or \"intravenously administered\"""") | ||
object_qualifier: Optional[str] = Field(None, description="""An optional qualifier or modifier for the object of the statement, e.g. \"severe\" or \"with additional complications\"""") | ||
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class TextWithTriples(ConfiguredBaseModel): | ||
""" | ||
A text containing one or more relations of the Triple type. | ||
""" | ||
publication: Optional[Publication] = Field(None) | ||
triples: Optional[List[Triple]] = Field(default_factory=list) | ||
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class TextWithEntity(ConfiguredBaseModel): | ||
""" | ||
A text containing one or more instances of a single type of entity. | ||
""" | ||
publication: Optional[Publication] = Field(None) | ||
entities: Optional[List[str]] = Field(default_factory=list) | ||
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class RelationshipType(NamedEntity): | ||
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id: str = Field(..., description="""A unique identifier for the named entity""") | ||
label: Optional[str] = Field(None, description="""The label (name) of the named thing""") | ||
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class Publication(ConfiguredBaseModel): | ||
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id: Optional[str] = Field(None, description="""The publication identifier""") | ||
title: Optional[str] = Field(None, description="""The title of the publication""") | ||
abstract: Optional[str] = Field(None, description="""The abstract of the publication""") | ||
combined_text: Optional[str] = Field(None) | ||
full_text: Optional[str] = Field(None, description="""The full text of the publication""") | ||
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class AnnotatorResult(ConfiguredBaseModel): | ||
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subject_text: Optional[str] = Field(None) | ||
object_id: Optional[str] = Field(None) | ||
object_text: Optional[str] = Field(None) | ||
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# Model rebuild | ||
# see https://pydantic-docs.helpmanual.io/usage/models/#rebuilding-a-model | ||
MalnutritionObservations.model_rebuild() | ||
ExtractionResult.model_rebuild() | ||
NamedEntity.model_rebuild() | ||
ClinicalObservationSet.model_rebuild() | ||
ClinicalObservations.model_rebuild() | ||
DietSupplementation.model_rebuild() | ||
NutritionSupport.model_rebuild() | ||
Disease.model_rebuild() | ||
Unit.model_rebuild() | ||
CompoundExpression.model_rebuild() | ||
QuantitativeValue.model_rebuild() | ||
Triple.model_rebuild() | ||
TextWithTriples.model_rebuild() | ||
TextWithEntity.model_rebuild() | ||
RelationshipType.model_rebuild() | ||
Publication.model_rebuild() | ||
AnnotatorResult.model_rebuild() | ||
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