@samchon/openapi/lib/composers/llm/LlmSchemaV3_1Composer.mjs.map

OpenAPI definitions and converters for 'typia' and 'nestia'.

{"version":3,"file":"LlmSchemaV3_1Composer.mjs","sources":["../../../src/composers/llm/LlmSchemaV3_1Composer.ts"],"sourcesContent":["import { OpenApi } from \"../../OpenApi\";\nimport { ILlmFunction } from \"../../structures/ILlmFunction\";\nimport { ILlmSchemaV3_1 } from \"../../structures/ILlmSchemaV3_1\";\nimport { IOpenApiSchemaError } from \"../../structures/IOpenApiSchemaError\";\nimport { IResult } from \"../../structures/IResult\";\nimport { LlmTypeCheckerV3_1 } from \"../../utils/LlmTypeCheckerV3_1\";\nimport { NamingConvention } from \"../../utils/NamingConvention\";\nimport { OpenApiConstraintShifter } from \"../../utils/OpenApiConstraintShifter\";\nimport { OpenApiTypeChecker } from \"../../utils/OpenApiTypeChecker\";\nimport { OpenApiValidator } from \"../../utils/OpenApiValidator\";\nimport { JsonDescriptionUtil } from \"../../utils/internal/JsonDescriptionUtil\";\nimport { LlmDescriptionInverter } from \"./LlmDescriptionInverter\";\nimport { LlmParametersFinder } from \"./LlmParametersComposer\";\n\nexport namespace LlmSchemaV3_1Composer {\n  /**\n   * @internal\n   */\n  export const IS_DEFS = true;\n\n  /* -----------------------------------------------------------\n    CONVERTERS\n  ----------------------------------------------------------- */\n  export const parameters = (props: {\n    config: ILlmSchemaV3_1.IConfig;\n    components: OpenApi.IComponents;\n    schema: OpenApi.IJsonSchema.IObject | OpenApi.IJsonSchema.IReference;\n    errors?: string[];\n    /** @internal */\n    validate?: (\n      input: OpenApi.IJsonSchema,\n      accessor: string,\n    ) => IOpenApiSchemaError.IReason[];\n    accessor?: string;\n    refAccessor?: string;\n  }): IResult<ILlmSchemaV3_1.IParameters, IOpenApiSchemaError> => {\n    const entity: IResult<OpenApi.IJsonSchema.IObject, IOpenApiSchemaError> =\n      LlmParametersFinder.parameters({\n        ...props,\n        method: \"LlmSchemaV3_1Composer.parameters\",\n      });\n    if (entity.success === false) return entity;\n\n    const $defs: Record<string, ILlmSchemaV3_1> = {};\n    const result: IResult<ILlmSchemaV3_1, IOpenApiSchemaError> = schema({\n      ...props,\n      $defs,\n      schema: entity.value,\n    });\n    if (result.success === false) return result;\n    return {\n      success: true,\n      value: {\n        ...(result.value as ILlmSchemaV3_1.IObject),\n        additionalProperties: false,\n        $defs,\n        description: OpenApiTypeChecker.isReference(props.schema)\n          ? JsonDescriptionUtil.cascade({\n              prefix: \"#/components/schemas/\",\n              components: props.components,\n              schema: props.schema,\n              escape: true,\n            })\n          : result.value.description,\n      } satisfies ILlmSchemaV3_1.IParameters,\n    };\n  };\n\n  export const schema = (props: {\n    config: ILlmSchemaV3_1.IConfig;\n    components: OpenApi.IComponents;\n    $defs: Record<string, ILlmSchemaV3_1>;\n    schema: OpenApi.IJsonSchema;\n    /** @internal */\n    validate?: (\n      input: OpenApi.IJsonSchema,\n      accessor: string,\n    ) => IOpenApiSchemaError.IReason[];\n    accessor?: string;\n    refAccessor?: string;\n  }): IResult<ILlmSchemaV3_1, IOpenApiSchemaError> => {\n    const union: Array<ILlmSchemaV3_1 | null> = [];\n    const attribute: ILlmSchemaV3_1.__IAttribute = {\n      title: props.schema.title,\n      description: props.schema.description,\n      example: props.schema.example,\n      examples: props.schema.examples,\n      ...Object.fromEntries(\n        Object.entries(props.schema).filter(\n          ([key, value]) => key.startsWith(\"x-\") && value !== undefined,\n        ),\n      ),\n    };\n\n    const reasons: IOpenApiSchemaError.IReason[] = [];\n    OpenApiTypeChecker.visit({\n      closure: (next, accessor) => {\n        if (props.validate) {\n          // CUSTOM VALIDATION\n          reasons.push(...props.validate(next, accessor));\n        }\n        if (OpenApiTypeChecker.isTuple(next))\n          reasons.push({\n            schema: next,\n            accessor: accessor,\n            message: `LLM does not allow tuple type.`,\n          });\n        else if (OpenApiTypeChecker.isReference(next)) {\n          // UNABLE TO FIND MATCHED REFERENCE\n          const key = next.$ref.split(\"#/components/schemas/\")[1];\n          if (props.components.schemas?.[key] === undefined)\n            reasons.push({\n              schema: next,\n              accessor: accessor,\n              message: `unable to find reference type ${JSON.stringify(key)}.`,\n            });\n        }\n      },\n      components: props.components,\n      schema: props.schema,\n      accessor: props.accessor,\n      refAccessor: props.refAccessor,\n    });\n    if (reasons.length > 0)\n      return {\n        success: false,\n        error: {\n          method: \"LlmSchemaV3_1Composer.schema\",\n          message: \"Failed to compose LLM schema of v3.1\",\n          reasons,\n        },\n      };\n\n    const visit = (input: OpenApi.IJsonSchema, accessor: string): number => {\n      if (OpenApiTypeChecker.isOneOf(input)) {\n        // UNION TYPE\n        input.oneOf.forEach((s, i) => visit(s, `${accessor}.oneOf[${i}]`));\n        return 0;\n      } else if (OpenApiTypeChecker.isReference(input)) {\n        // REFERENCE TYPE\n        const key: string = input.$ref.split(\"#/components/schemas/\")[1];\n        const target: OpenApi.IJsonSchema | undefined =\n          props.components.schemas?.[key];\n        if (target === undefined)\n          return union.push(null); // UNREACHABLEE\n        else if (\n          // KEEP THE REFERENCE TYPE\n          props.config.reference === true ||\n          OpenApiTypeChecker.isRecursiveReference({\n            components: props.components,\n            schema: input,\n          })\n        ) {\n          const out = () =>\n            union.push({\n              ...input,\n              $ref: `#/$defs/${key}`,\n            });\n          if (props.$defs[key] !== undefined) return out();\n          props.$defs[key] = {};\n          const converted: IResult<ILlmSchemaV3_1, IOpenApiSchemaError> =\n            schema({\n              config: props.config,\n              components: props.components,\n              $defs: props.$defs,\n              schema: target,\n              refAccessor: props.refAccessor,\n              accessor: `${props.refAccessor ?? \"$def\"}[${JSON.stringify(key)}]`,\n            });\n          if (converted.success === false) return union.push(null); // UNREACHABLE\n          props.$defs[key] = converted.value;\n          return out();\n        } else {\n          // DISCARD THE REFERENCE TYPE\n          const length: number = union.length;\n          visit(target, accessor);\n          if (length === union.length - 1 && union[union.length - 1] !== null)\n            union[union.length - 1] = {\n              ...union[union.length - 1]!,\n              description: JsonDescriptionUtil.cascade({\n                prefix: \"#/components/schemas/\",\n                components: props.components,\n                schema: input,\n                escape: true,\n              }),\n            };\n          else\n            attribute.description = JsonDescriptionUtil.cascade({\n              prefix: \"#/components/schemas/\",\n              components: props.components,\n              schema: input,\n              escape: true,\n            });\n          return union.length;\n        }\n      } else if (OpenApiTypeChecker.isObject(input)) {\n        // OBJECT TYPE\n        const properties: Record<string, ILlmSchemaV3_1 | null> =\n          Object.entries(input.properties ?? {}).reduce(\n            (acc, [key, value]) => {\n              const converted: IResult<ILlmSchemaV3_1, IOpenApiSchemaError> =\n                schema({\n                  config: props.config,\n                  components: props.components,\n                  $defs: props.$defs,\n                  schema: value,\n                  refAccessor: props.refAccessor,\n                  accessor: `${accessor}.properties[${JSON.stringify(key)}]`,\n                });\n              acc[key] = converted.success ? converted.value : null;\n              if (converted.success === false)\n                reasons.push(...converted.error.reasons);\n              return acc;\n            },\n            {} as Record<string, ILlmSchemaV3_1 | null>,\n          );\n        if (Object.values(properties).some((v) => v === null))\n          return union.push(null);\n        const additionalProperties:\n          | ILlmSchemaV3_1\n          | boolean\n          | null\n          | undefined = (() => {\n          if (\n            typeof input.additionalProperties === \"object\" &&\n            input.additionalProperties !== null\n          ) {\n            const converted: IResult<ILlmSchemaV3_1, IOpenApiSchemaError> =\n              schema({\n                config: props.config,\n                components: props.components,\n                $defs: props.$defs,\n                schema: input.additionalProperties,\n                refAccessor: props.refAccessor,\n                accessor: `${accessor}.additionalProperties`,\n              });\n            if (converted.success === false) {\n              reasons.push(...converted.error.reasons);\n              return null;\n            }\n            return converted.value;\n          }\n          return input.additionalProperties;\n        })();\n        if (additionalProperties === null) return union.push(null);\n        return union.push({\n          ...input,\n          properties: properties as Record<string, ILlmSchemaV3_1>,\n          additionalProperties,\n          required: input.required ?? [],\n        });\n      } else if (OpenApiTypeChecker.isArray(input)) {\n        const items: IResult<ILlmSchemaV3_1, IOpenApiSchemaError> = schema({\n          config: props.config,\n          components: props.components,\n          $defs: props.$defs,\n          schema: input.items,\n          refAccessor: props.refAccessor,\n          accessor: `${accessor}.items`,\n        });\n        if (items.success === false) {\n          reasons.push(...items.error.reasons);\n          return union.push(null);\n        }\n        return union.push(\n          (props.config.constraint\n            ? (x: ILlmSchemaV3_1.IArray) => x\n            : (x: ILlmSchemaV3_1.IArray) =>\n                OpenApiConstraintShifter.shiftArray(x))({\n            ...input,\n            items: items.value,\n          }),\n        );\n      } else if (OpenApiTypeChecker.isString(input))\n        return union.push(\n          (props.config.constraint\n            ? (x: ILlmSchemaV3_1.IString) => x\n            : (x: ILlmSchemaV3_1.IString) =>\n                OpenApiConstraintShifter.shiftString(x))({\n            ...input,\n          }),\n        );\n      else if (\n        OpenApiTypeChecker.isNumber(input) ||\n        OpenApiTypeChecker.isInteger(input)\n      )\n        return union.push(\n          (props.config.constraint\n            ? (x: ILlmSchemaV3_1.INumber | ILlmSchemaV3_1.IInteger) => x\n            : (x: ILlmSchemaV3_1.INumber | ILlmSchemaV3_1.IInteger) =>\n                OpenApiConstraintShifter.shiftNumeric(x))({\n            ...input,\n          }),\n        );\n      else if (OpenApiTypeChecker.isTuple(input))\n        return union.push(null); // UNREACHABLE\n      else return union.push({ ...input });\n    };\n    visit(props.schema, props.accessor ?? \"$input.schema\");\n\n    if (union.some((u) => u === null))\n      return {\n        success: false,\n        error: {\n          method: \"LlmSchemaV3_1Composer.schema\",\n          message: \"Failed to compose LLM schema of v3.1\",\n          reasons,\n        },\n      };\n    else if (union.length === 0)\n      return {\n        success: true,\n        value: {\n          ...attribute,\n          type: undefined,\n        },\n      };\n    else if (union.length === 1)\n      return {\n        success: true,\n        value: {\n          ...attribute,\n          ...union[0]!,\n        },\n      };\n    return {\n      success: true,\n      value: {\n        ...attribute,\n        oneOf: union.filter((u) => u !== null),\n      },\n    };\n  };\n\n  /* -----------------------------------------------------------\n    SEPARATORS\n  ----------------------------------------------------------- */\n  export const separateParameters = (props: {\n    parameters: ILlmSchemaV3_1.IParameters;\n    predicate: (schema: ILlmSchemaV3_1) => boolean;\n    convention?: (key: string, type: \"llm\" | \"human\") => string;\n  }): ILlmFunction.ISeparated<\"3.1\"> => {\n    const convention =\n      props.convention ??\n      ((key, type) => `${key}.${NamingConvention.capitalize(type)}`);\n    const [llm, human] = separateObject({\n      $defs: props.parameters.$defs,\n      schema: props.parameters,\n      predicate: props.predicate,\n      convention,\n    });\n    if (llm === null || human === null)\n      return {\n        llm: (llm as ILlmSchemaV3_1.IParameters | null) ?? {\n          type: \"object\",\n          properties: {},\n          additionalProperties: false,\n          required: [],\n          $defs: {},\n        },\n        human: human as ILlmSchemaV3_1.IParameters | null,\n      };\n    const output: ILlmFunction.ISeparated<\"3.1\"> = {\n      llm: {\n        ...llm,\n        $defs: Object.fromEntries(\n          Object.entries(props.parameters.$defs).filter(([key]) =>\n            key.endsWith(\".Llm\"),\n          ),\n        ),\n        additionalProperties: false,\n      },\n      human: {\n        ...human,\n        $defs: Object.fromEntries(\n          Object.entries(props.parameters.$defs).filter(([key]) =>\n            key.endsWith(\".Human\"),\n          ),\n        ),\n        additionalProperties: false,\n      },\n    };\n    for (const key of Object.keys(props.parameters.$defs))\n      if (key.endsWith(\".Llm\") === false && key.endsWith(\".Human\") === false)\n        delete props.parameters.$defs[key];\n    if (Object.keys(output.llm.properties).length !== 0) {\n      const components: OpenApi.IComponents = {};\n      output.validate = OpenApiValidator.create({\n        components,\n        schema: invert({\n          components,\n          schema: output.llm,\n          $defs: output.llm.$defs,\n        }),\n        required: true,\n      });\n    }\n    return output;\n  };\n\n  const separateStation = (props: {\n    predicate: (schema: ILlmSchemaV3_1) => boolean;\n    convention: (key: string, type: \"llm\" | \"human\") => string;\n    $defs: Record<string, ILlmSchemaV3_1>;\n    schema: ILlmSchemaV3_1;\n  }): [ILlmSchemaV3_1 | null, ILlmSchemaV3_1 | null] => {\n    if (props.predicate(props.schema) === true) return [null, props.schema];\n    else if (\n      LlmTypeCheckerV3_1.isUnknown(props.schema) ||\n      LlmTypeCheckerV3_1.isOneOf(props.schema)\n    )\n      return [props.schema, null];\n    else if (LlmTypeCheckerV3_1.isObject(props.schema))\n      return separateObject({\n        predicate: props.predicate,\n        convention: props.convention,\n        $defs: props.$defs,\n        schema: props.schema,\n      });\n    else if (LlmTypeCheckerV3_1.isArray(props.schema))\n      return separateArray({\n        predicate: props.predicate,\n        convention: props.convention,\n        $defs: props.$defs,\n        schema: props.schema,\n      });\n    else if (LlmTypeCheckerV3_1.isReference(props.schema))\n      return separateReference({\n        predicate: props.predicate,\n        convention: props.convention,\n        $defs: props.$defs,\n        schema: props.schema,\n      });\n    return [props.schema, null];\n  };\n\n  const separateArray = (props: {\n    predicate: (schema: ILlmSchemaV3_1) => boolean;\n    convention: (key: string, type: \"llm\" | \"human\") => string;\n    $defs: Record<string, ILlmSchemaV3_1>;\n    schema: ILlmSchemaV3_1.IArray;\n  }): [ILlmSchemaV3_1.IArray | null, ILlmSchemaV3_1.IArray | null] => {\n    const [x, y] = separateStation({\n      predicate: props.predicate,\n      convention: props.convention,\n      $defs: props.$defs,\n      schema: props.schema.items,\n    });\n    return [\n      x !== null\n        ? {\n            ...props.schema,\n            items: x,\n          }\n        : null,\n      y !== null\n        ? {\n            ...props.schema,\n            items: y,\n          }\n        : null,\n    ];\n  };\n\n  const separateObject = (props: {\n    predicate: (schema: ILlmSchemaV3_1) => boolean;\n    convention: (key: string, type: \"llm\" | \"human\") => string;\n    $defs: Record<string, ILlmSchemaV3_1>;\n    schema: ILlmSchemaV3_1.IObject;\n  }): [ILlmSchemaV3_1.IObject | null, ILlmSchemaV3_1.IObject | null] => {\n    // EMPTY OBJECT\n    if (\n      Object.keys(props.schema.properties ?? {}).length === 0 &&\n      !!props.schema.additionalProperties === false\n    )\n      return [props.schema, null];\n\n    const llm = {\n      ...props.schema,\n      properties: {} as Record<string, ILlmSchemaV3_1>,\n      additionalProperties: props.schema.additionalProperties,\n    } satisfies ILlmSchemaV3_1.IObject;\n    const human = {\n      ...props.schema,\n      properties: {} as Record<string, ILlmSchemaV3_1>,\n    } satisfies ILlmSchemaV3_1.IObject;\n\n    for (const [key, value] of Object.entries(props.schema.properties ?? {})) {\n      const [x, y] = separateStation({\n        predicate: props.predicate,\n        convention: props.convention,\n        $defs: props.$defs,\n        schema: value,\n      });\n      if (x !== null) llm.properties[key] = x;\n      if (y !== null) human.properties[key] = y;\n    }\n    if (\n      typeof props.schema.additionalProperties === \"object\" &&\n      props.schema.additionalProperties !== null\n    ) {\n      const [dx, dy] = separateStation({\n        predicate: props.predicate,\n        convention: props.convention,\n        $defs: props.$defs,\n        schema: props.schema.additionalProperties,\n      });\n      llm.additionalProperties = dx ?? false;\n      human.additionalProperties = dy ?? false;\n    }\n    return [\n      !!Object.keys(llm.properties).length || !!llm.additionalProperties\n        ? shrinkRequired(llm)\n        : null,\n      !!Object.keys(human.properties).length || human.additionalProperties\n        ? shrinkRequired(human)\n        : null,\n    ];\n  };\n\n  const separateReference = (props: {\n    predicate: (schema: ILlmSchemaV3_1) => boolean;\n    convention: (key: string, type: \"llm\" | \"human\") => string;\n    $defs: Record<string, ILlmSchemaV3_1>;\n    schema: ILlmSchemaV3_1.IReference;\n  }): [ILlmSchemaV3_1.IReference | null, ILlmSchemaV3_1.IReference | null] => {\n    const key: string = props.schema.$ref.split(\"#/$defs/\")[1];\n    const humanKey: string = props.convention(key, \"human\");\n    const llmKey: string = props.convention(key, \"llm\");\n\n    // FIND EXISTING\n    if (props.$defs?.[humanKey] || props.$defs?.[llmKey])\n      return [\n        props.$defs?.[llmKey]\n          ? {\n              ...props.schema,\n              $ref: `#/$defs/${llmKey}`,\n            }\n          : null,\n        props.$defs?.[humanKey]\n          ? {\n              ...props.schema,\n              $ref: `#/$defs/${humanKey}`,\n            }\n          : null,\n      ];\n\n    // PRE-ASSIGNMENT\n    props.$defs![llmKey] = {};\n    props.$defs![humanKey] = {};\n\n    // DO COMPOSE\n    const schema: ILlmSchemaV3_1 = props.$defs?.[key]!;\n    const [llm, human] = separateStation({\n      predicate: props.predicate,\n      convention: props.convention,\n      $defs: props.$defs,\n      schema,\n    });\n\n    // ONLY ONE\n    if (llm === null || human === null) {\n      delete props.$defs[llmKey];\n      delete props.$defs[humanKey];\n      return llm === null ? [null, props.schema] : [props.schema, null];\n    }\n\n    // BOTH OF THEM\n    return [\n      llm !== null\n        ? {\n            ...props.schema,\n            $ref: `#/$defs/${llmKey}`,\n          }\n        : null,\n      human !== null\n        ? {\n            ...props.schema,\n            $ref: `#/$defs/${humanKey}`,\n          }\n        : null,\n    ];\n  };\n\n  const shrinkRequired = (\n    s: ILlmSchemaV3_1.IObject,\n  ): ILlmSchemaV3_1.IObject => {\n    if (s.required !== undefined)\n      s.required = s.required.filter(\n        (key) => s.properties?.[key] !== undefined,\n      );\n    return s;\n  };\n\n  /* -----------------------------------------------------------\n    INVERTERS\n  ----------------------------------------------------------- */\n  export const invert = (props: {\n    components: OpenApi.IComponents;\n    schema: ILlmSchemaV3_1;\n    $defs: Record<string, ILlmSchemaV3_1>;\n  }): OpenApi.IJsonSchema => {\n    const next = (schema: ILlmSchemaV3_1): OpenApi.IJsonSchema =>\n      invert({\n        components: props.components,\n        $defs: props.$defs,\n        schema,\n      });\n    if (LlmTypeCheckerV3_1.isArray(props.schema))\n      return {\n        ...props.schema,\n        ...LlmDescriptionInverter.array(props.schema.description),\n        items: next(props.schema.items),\n      };\n    else if (LlmTypeCheckerV3_1.isObject(props.schema))\n      return {\n        ...props.schema,\n        properties: props.schema.properties\n          ? Object.fromEntries(\n              Object.entries(props.schema.properties).map(([key, value]) => [\n                key,\n                next(value),\n              ]),\n            )\n          : undefined,\n        additionalProperties:\n          typeof props.schema.additionalProperties === \"object\" &&\n          props.schema.additionalProperties !== null\n            ? next(props.schema.additionalProperties)\n            : props.schema.additionalProperties,\n      };\n    else if (LlmTypeCheckerV3_1.isReference(props.schema)) {\n      const key: string = props.schema.$ref.split(\"#/$defs/\").at(-1) ?? \"\";\n      if (props.components.schemas?.[key] === undefined) {\n        props.components.schemas ??= {};\n        props.components.schemas[key] = {};\n        props.components.schemas[key] = next(props.$defs[key] ?? {});\n      }\n      return {\n        ...props.schema,\n        $ref: `#/components/schemas/${key}`,\n      };\n    } else if (\n      LlmTypeCheckerV3_1.isInteger(props.schema) ||\n      LlmTypeCheckerV3_1.isNumber(props.schema)\n    )\n      return {\n        ...props.schema,\n        ...LlmDescriptionInverter.numeric(props.schema.description),\n      };\n    else if (LlmTypeCheckerV3_1.isString(props.schema))\n      return {\n        ...props.schema,\n        ...LlmDescriptionInverter.string(props.schema.description),\n      };\n    return props.schema;\n  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