import json import os from typing import TYPE_CHECKING, Any, Dict, Tuple import gradio as gr from ...extras.constants import DATA_CONFIG if TYPE_CHECKING: from gradio.components import Component PAGE_SIZE = 2 def prev_page(page_index: int) -> int: return page_index - 1 if page_index > 0 else page_index def next_page(page_index: int, total_num: int) -> int: return page_index + 1 if (page_index + 1) * PAGE_SIZE < total_num else page_index def can_preview(dataset_dir: str, dataset: list) -> Dict[str, Any]: try: with open(os.path.join(dataset_dir, DATA_CONFIG), "r", encoding="utf-8") as f: dataset_info = json.load(f) except Exception: return gr.update(interactive=False) if ( len(dataset) > 0 and "file_name" in dataset_info[dataset[0]] and os.path.isfile(os.path.join(dataset_dir, dataset_info[dataset[0]]["file_name"])) ): return gr.update(interactive=True) else: return gr.update(interactive=False) def get_preview(dataset_dir: str, dataset: list, page_index: int) -> Tuple[int, list, Dict[str, Any]]: with open(os.path.join(dataset_dir, DATA_CONFIG), "r", encoding="utf-8") as f: dataset_info = json.load(f) data_file: str = dataset_info[dataset[0]]["file_name"] with open(os.path.join(dataset_dir, data_file), "r", encoding="utf-8") as f: if data_file.endswith(".json"): data = json.load(f) elif data_file.endswith(".jsonl"): data = [json.loads(line) for line in f] else: data = [line for line in f] # noqa: C416 return len(data), data[PAGE_SIZE * page_index : PAGE_SIZE * (page_index + 1)], gr.update(visible=True) def create_preview_box(dataset_dir: "gr.Textbox", dataset: "gr.Dropdown") -> Dict[str, "Component"]: data_preview_btn = gr.Button(interactive=False, scale=1) with gr.Column(visible=False, elem_classes="modal-box") as preview_box: with gr.Row(): preview_count = gr.Number(value=0, interactive=False, precision=0) page_index = gr.Number(value=0, interactive=False, precision=0) with gr.Row(): prev_btn = gr.Button() next_btn = gr.Button() close_btn = gr.Button() with gr.Row(): preview_samples = gr.JSON(interactive=False) dataset.change(can_preview, [dataset_dir, dataset], [data_preview_btn], queue=False).then( lambda: 0, outputs=[page_index], queue=False ) data_preview_btn.click( get_preview, [dataset_dir, dataset, page_index], [preview_count, preview_samples, preview_box], queue=False ) prev_btn.click(prev_page, [page_index], [page_index], queue=False).then( get_preview, [dataset_dir, dataset, page_index], [preview_count, preview_samples, preview_box], queue=False ) next_btn.click(next_page, [page_index, preview_count], [page_index], queue=False).then( get_preview, [dataset_dir, dataset, page_index], [preview_count, preview_samples, preview_box], queue=False ) close_btn.click(lambda: gr.update(visible=False), outputs=[preview_box], queue=False) return dict( data_preview_btn=data_preview_btn, preview_count=preview_count, page_index=page_index, prev_btn=prev_btn, next_btn=next_btn, close_btn=close_btn, preview_samples=preview_samples, )