text: from typing import Union, List, Optional
  
  from pyspark.sql.types import StructType, StructField, StringType, ArrayType, DataType
  
  
  # This file is auto-generated by generate_schema so do not edit it manually
  # noinspection PyPep8Naming
  class ObservationDefinition_QualifiedIntervalSchema:
      """
      Set of definitional characteristics for a kind of observation or measurement
      produced or consumed by an orderable health care service.
      """
  
      # noinspection PyDefaultArgument
      @staticmethod
      def get_schema(
          max_nesting_depth: Optional[int] = 6,
          nesting_depth: int = 0,
          nesting_list: List[str] = [],
          max_recursion_limit: Optional[int] = 2,
          include_extension: Optional[bool] = False,
          extension_fields: Optional[List[str]] = None,
          extension_depth: int = 0,
          max_extension_depth: Optional[int] = 2,
          include_modifierExtension: Optional[bool] = False,
          use_date_for: Optional[List[str]] = None,
          parent_path: Optional[str] = "",
      ) -> Union[StructType, DataType]:
          """
          Set of definitional characteristics for a kind of observation or measurement
          produced or consumed by an orderable health care service.
  
  
          id: Unique id for the element within a resource (for internal references). This
              may be any string value that does not contain spaces.
  
          extension: May be used to represent additional information that is not part of the basic
              definition of the element. To make the use of extensions safe and manageable,
              there is a strict set of governance  applied to the definition and use of
              extensions. Though any implementer can define an extension, there is a set of
              requirements that SHALL be met as part of the definition of the extension.
  
          modifierExtension: May be used to represent additional information that is not part of the basic
              definition of the element and that modifies the understanding of the element
              in which it is contained and/or the understanding of the containing element's
              descendants. Usually modifier elements provide negation or qualification. To
              make the use of extensions safe and manageable, there is a strict set of
              governance applied to the definition and use of extensions. Though any
              implementer can define an extension, there is a set of requirements that SHALL
              be met as part of the definition of the extension. Applications processing a
              resource are required to check for modifier extensions.
  
              Modifier extensions SHALL NOT change the meaning of any elements on Resource
              or DomainResource (including cannot change the meaning of modifierExtension
              itself).
  
          category: The category of interval of values for continuous or ordinal observations
              conforming to this ObservationDefinition.
  
          range: The low and high values determining the interval. There may be only one of the
              two.
  
          context: Codes to indicate the health context the range applies to. For example, the
              normal or therapeutic range.
  
          appliesTo: Codes to indicate the target population this reference range applies to.
  
          gender: Sex of the population the range applies to.
  
          age: The age at which this reference range is applicable. This is a neonatal age
              (e.g. number of weeks at term) if the meaning says so.
  
          gestationalAge: The gestational age to which this reference range is applicable, in the
              context of pregnancy.
  
          condition: Text based condition for which the reference range is valid.
  
          """
          if extension_fields is None:
              extension_fields = [
                  "valueBoolean",
                  "valueCode",
                  "valueDate",
                  "valueDateTime",
                  "valueDecimal",
                  "valueId",
                  "valueInteger",
                  "valuePositiveInt",
                  "valueString",
                  "valueTime",
                  "valueUnsignedInt",
                  "valueUri",
                  "valueUrl",
                  "valueReference",
                  "valueCodeableConcept",
                  "valueAddress",
              ]
          from spark_fhir_schemas.r4.complex_types.extension import ExtensionSchema
          from spark_fhir_schemas.r4.complex_types.range import RangeSchema
          from spark_fhir_schemas.r4.complex_types.codeableconcept import (
              CodeableConceptSchema,
          )
  
          if (
              max_recursion_limit
              and nesting_list.count("ObservationDefinition_QualifiedInterval")
              >= max_recursion_limit
          ) or (max_nesting_depth and nesting_depth >= max_nesting_depth):
              return StructType([StructField("id", StringType(), True)])
          # add my name to recursion list for later
          my_nesting_list: List[str] = nesting_list + [
              "ObservationDefinition_QualifiedInterval"
          ]
          my_parent_path = (
              parent_path + ".observationdefinition_qualifiedinterval"
              if parent_path
              else "observationdefinition_qualifiedinterval"
          )
          schema = StructType(
              [
                  # Unique id for the element within a resource (for internal references). This
                  # may be any string value that does not contain spaces.
                  StructField("id", StringType(), True),
                  # May be used to represent additional information that is not part of the basic
                  # definition of the element. To make the use of extensions safe and manageable,
                  # there is a strict set of governance  applied to the definition and use of
                  # extensions. Though any implementer can define an extension, there is a set of
                  # requirements that SHALL be met as part of the definition of the extension.
                  StructField(
                      "extension",
                      ArrayType(
                          ExtensionSchema.get_schema(
                              max_nesting_depth=max_nesting_depth,
                              nesting_depth=nesting_depth + 1,
                              nesting_list=my_nesting_list,
                              max_recursion_limit=max_recursion_limit,
                              include_extension=include_extension,
                              extension_fields=extension_fields,
                              extension_depth=extension_depth,
                              max_extension_depth=max_extension_depth,
                              include_modifierExtension=include_modifierExtension,
                              use_date_for=use_date_for,
                              parent_path=my_parent_path,
                          )
                      ),
                      True,
                  ),
                  # May be used to represent additional information that is not part of the basic
                  # definition of the element and that modifies the understanding of the element
                  # in which it is contained and/or the understanding of the containing element's
                  # descendants. Usually modifier elements provide negation or qualification. To
                  # make the use of extensions safe and manageable, there is a strict set of
                  # governance applied to the definition and use of extensions. Though any
                  # implementer can define an extension, there is a set of requirements that SHALL
                  # be met as part of the definition of the extension. Applications processing a
                  # resource are required to check for modifier extensions.
                  #
                  # Modifier extensions SHALL NOT change the meaning of any elements on Resource
                  # or DomainResource (including cannot change the meaning of modifierExtension
                  # itself).
                  StructField(
                      "modifierExtension",
                      ArrayType(
                          ExtensionSchema.get_schema(
                              max_nesting_depth=max_nesting_depth,
                              nesting_depth=nesting_depth + 1,
                              nesting_list=my_nesting_list,
                              max_recursion_limit=max_recursion_limit,
                              include_extension=include_extension,
                              extension_fields=extension_fields,
                              extension_depth=extension_depth,
                              max_extension_depth=max_extension_depth,
                              include_modifierExtension=include_modifierExtension,
                              use_date_for=use_date_for,
                              parent_path=my_parent_path,
                          )
                      ),
                      True,
                  ),
                  # The category of interval of values for continuous or ordinal observations
                  # conforming to this ObservationDefinition.
                  StructField("category", StringType(), True),
                  # The low and high values determining the interval. There may be only one of the
                  # two.
                  StructField(
                      "range",
                      RangeSchema.get_schema(
                          max_nesting_depth=max_nesting_depth,
                          nesting_depth=nesting_depth + 1,
                          nesting_list=my_nesting_list,
                          max_recursion_limit=max_recursion_limit,
                          include_extension=include_extension,
                          extension_fields=extension_fields,
                          extension_depth=extension_depth + 1,
                          max_extension_depth=max_extension_depth,
                          include_modifierExtension=include_modifierExtension,
                          use_date_for=use_date_for,
                          parent_path=my_parent_path,
                      ),
                      True,
                  ),
                  # Codes to indicate the health context the range applies to. For example, the
                  # normal or therapeutic range.
                  StructField(
                      "context",
                      CodeableConceptSchema.get_schema(
                          max_nesting_depth=max_nesting_depth,
                          nesting_depth=nesting_depth + 1,
                          nesting_list=my_nesting_list,
                          max_recursion_limit=max_recursion_limit,
                          include_extension=include_extension,
                          extension_fields=extension_fields,
                          extension_depth=extension_depth + 1,
                          max_extension_depth=max_extension_depth,
                          include_modifierExtension=include_modifierExtension,
                          use_date_for=use_date_for,
                          parent_path=my_parent_path,
                      ),
                      True,
                  ),
                  # Codes to indicate the target population this reference range applies to.
                  StructField(
                      "appliesTo",
                      ArrayType(
                          CodeableConceptSchema.get_schema(
                              max_nesting_depth=max_nesting_depth,
                              nesting_depth=nesting_depth + 1,
                              nesting_list=my_nesting_list,
                              max_recursion_limit=max_recursion_limit,
                              include_extension=include_extension,
                              extension_fields=extension_fields,
                              extension_depth=extension_depth,
                              max_extension_depth=max_extension_depth,
                              include_modifierExtension=include_modifierExtension,
                              use_date_for=use_date_for,
                              parent_path=my_parent_path,
                          )
                      ),
                      True,
                  ),
                  # Sex of the population the range applies to.
                  StructField("gender", StringType(), True),
                  # The age at which this reference range is applicable. This is a neonatal age
                  # (e.g. number of weeks at term) if the meaning says so.
                  StructField(
                      "age",
                      RangeSchema.get_schema(
                          max_nesting_depth=max_nesting_depth,
                          nesting_depth=nesting_depth + 1,
                          nesting_list=my_nesting_list,
                          max_recursion_limit=max_recursion_limit,
                          include_extension=include_extension,
                          extension_fields=extension_fields,
                          extension_depth=extension_depth + 1,
                          max_extension_depth=max_extension_depth,
                          include_modifierExtension=include_modifierExtension,
                          use_date_for=use_date_for,
                          parent_path=my_parent_path,
                      ),
                      True,
                  ),
                  # The gestational age to which this reference range is applicable, in the
                  # context of pregnancy.
                  StructField(
                      "gestationalAge",
                      RangeSchema.get_schema(
                          max_nesting_depth=max_nesting_depth,
                          nesting_depth=nesting_depth + 1,
                          nesting_list=my_nesting_list,
                          max_recursion_limit=max_recursion_limit,
                          include_extension=include_extension,
                          extension_fields=extension_fields,
                          extension_depth=extension_depth + 1,
                          max_extension_depth=max_extension_depth,
                          include_modifierExtension=include_modifierExtension,
                          use_date_for=use_date_for,
                          parent_path=my_parent_path,
                      ),
                      True,
                  ),
                  # Text based condition for which the reference range is valid.
                  StructField("condition", StringType(), True),
              ]
          )
          if not include_extension:
              schema.fields = [
                  c
                  if c.name != "extension"
                  else StructField("extension", StringType(), True)
                  for c in schema.fields
              ]
  
          if not include_modifierExtension:
              schema.fields = [
                  c
                  if c.name != "modifierExtension"
                  else StructField("modifierExtension", StringType(), True)
                  for c in schema.fields
              ]
  
          return schema
  