# Copyright 2024 the LlamaFactory team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import TYPE_CHECKING, Dict, Generator, List, Set, Tuple if TYPE_CHECKING: from gradio.components import Component class Manager: def __init__(self) -> None: self._id_to_elem: Dict[str, "Component"] = {} self._elem_to_id: Dict["Component", str] = {} def add_elems(self, tab_name: str, elem_dict: Dict[str, "Component"]) -> None: r""" Adds elements to manager. """ for elem_name, elem in elem_dict.items(): elem_id = "{}.{}".format(tab_name, elem_name) self._id_to_elem[elem_id] = elem self._elem_to_id[elem] = elem_id def get_elem_list(self) -> List["Component"]: r""" Returns the list of all elements. """ return list(self._id_to_elem.values()) def get_elem_iter(self) -> Generator[Tuple[str, "Component"], None, None]: r""" Returns an iterator over all elements with their names. """ for elem_id, elem in self._id_to_elem.items(): yield elem_id.split(".")[-1], elem def get_elem_by_id(self, elem_id: str) -> "Component": r""" Gets element by id. Example: top.lang, train.dataset """ return self._id_to_elem[elem_id] def get_id_by_elem(self, elem: "Component") -> str: r""" Gets id by element. """ return self._elem_to_id[elem] def get_base_elems(self) -> Set["Component"]: r""" Gets the base elements that are commonly used. """ return { self._id_to_elem["top.lang"], self._id_to_elem["top.model_name"], self._id_to_elem["top.model_path"], self._id_to_elem["top.finetuning_type"], self._id_to_elem["top.checkpoint_path"], self._id_to_elem["top.quantization_bit"], self._id_to_elem["top.quantization_method"], self._id_to_elem["top.template"], self._id_to_elem["top.rope_scaling"], self._id_to_elem["top.booster"], }