import gradio as gr import pandas as pd import requests import json from datasets import load_dataset #dataset = load_dataset("nlphuji/flickr30k", split="test[10:20]") #print (dataset) #headers = {"Authorization": f"Bearer {API_TOKEN}"} def query1(fetch_url): if fetch_url=="": fetch_url = "nlphuji/flickr30k" API_URL1 = f"https://datasets-server.huggingface.co/splits?dataset={fetch_url}" response = requests.get(API_URL1) json_obj=response.json() drop_box = [] for obj in json_obj: print (obj) out_config = obj[0] out_split = obj[1] print (out_config) print (out_split) drop_box.append(obj[0]) #df = pd.DataFrame.from_dict(json_obj) return json_obj def query2(fetch_url,config="TEST",split="test",offset=0,length=10): if fetch_url=="": fetch_url = "nlphuji/flickr30k" #offset=0 #length=10 API_URL2 = f"https://datasets-server.huggingface.co/rows?dataset={fetch_url}&config={config}&split={split}&offset={offset}&length={length}" response = requests.get(API_URL2) dictionary=response.json() print (len(dictionary)) return dictionary def find_fn(lvl_1,lvl_2,fetch_url,config="TEST",split="test",offset=0,length=10): #print(out_json['rows']) #print (inp) img_list=[] out_json=query2(fetch_url,config,split,offset=10,length=20) lvl_1=lvl_1.strip("[]") lvl_2=lvl_2.strip('""').strip("''") #print(inp) cnt_lvl = "" if lvl_2 != "": ea_lvl_len = len(lvl_2) print (ea_lvl_len) for ea_lvl in lvl_2: cnt_lvl = f'{cnt_lvl}[{ea_lvl}]' for ea in out_json[f"{lvl_1}"]: cnt_lvl=cnt_lvl.strip("[]") #img_ea = ea['row']['image']['src'] img_list.append(ea[f"{cnt_lvl}"]) if lvl_2 == "": img_list.append(out_json[lvl_1]) return img_list def upd_drop(inp1,fetch_url,config="TEST",split="test",offset=0,length=10): #def upd_drop(inp1,inp2,inp3,inp4,inp5,fetch_url,config="TEST",split="test",offset=0,length=10): out_json=query2(fetch_url,config,split,offset=10,length=20) for ea in out_json[inp1]: out = [inp1] img_list.append(out_json[ea]) return gr.update(choices=[c for c in img_list]) with gr.Blocks() as app: with gr.Row(): data_set_url=gr.Textbox(label="Dataset (repo/name)") fetch_btn=gr.Button() with gr.Row(): config_set=gr.Textbox(label="Config") split_set=gr.Textbox(label="Split") #config_drop = gr.Dropdown(label="Config/Split", choices=[]) view_data=gr.Button(label="View") with gr.Row(): lvl_1=gr.Dropdown("lvl_1") lvl_2=gr.Dropdown("lvl_2") lvl_3=gr.Dropdown("lvl_3") lvl_4=gr.Dropdown("lvl_4") lvl_5=gr.Dropdown("lvl_5") find_btn=gr.Button("Search") with gr.Row(): with gr.Column(scale=1): out_json = gr.JSON() with gr.Column(scale=3): out_find = gr.JSON() out_gal = gr.Gallery() lvl_1.change(upd_drop,[lvl_1,data_set_url,config_set,split_set],lvl_2) view_data.click(query2,[data_set_url,config_set,split_set],[out_find]) find_btn.click(find_fn,[lvl_1,lvl_2,data_set_url,config_set,split_set],[out_find]) fetch_btn.click(query1,data_set_url,out_json) app.launch()