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import os |
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os.system("pip install gradio==3.46.0") |
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import gradio as gr |
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import pandas as pd |
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import random |
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import json |
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with open('pokemon.json', 'r') as f: |
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pokemons = json.load(f) |
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pokemons_types = ["λͺ¨λ νμ
"] + sorted(set([t for poke in pokemons for t in poke['types']])) |
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df = pd.DataFrame(pokemons) |
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GEN_RANGE = { |
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"λͺ¨λ μΈλ": [1, 1017], |
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"1μΈλ": [1, 151], |
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"2μΈλ": [152, 251], |
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"3μΈλ": [252, 386], |
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"4μΈλ": [387, 493], |
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"5μΈλ": [494, 649], |
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"6μΈλ": [650, 721], |
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"7μΈλ": [722, 809], |
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"8μΈλ": [810, 905], |
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"9μΈλ": [906, 1017] |
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} |
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QUESTION_TEMPLATE = {"question": "λ€μ ν¬μΌλͺ¬μ μ΄λ¦μ λκΉμ?![]({img_url})", "answer": "{name}"} |
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def get_question_answer(pokemons_set): |
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chosen = random.choice(pokemons_set) |
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name = chosen['name'] |
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image_path = chosen['image_path'] |
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answer.value = QUESTION_TEMPLATE['answer'].format(name=name) |
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img_url = f"https://huggingface.co/spaces/yoon-gu/pokemon/resolve/main/{image_path}" |
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q = QUESTION_TEMPLATE["question"].format(img_url=img_url) |
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a = QUESTION_TEMPLATE['answer'].format(name=name) |
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return q, a |
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MD = """# ν¬μΌλͺ¬ ν΄μ¦ |
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""" |
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with gr.Blocks() as demo: |
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quiz_start = gr.State(value=False) |
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score = gr.State(value=0) |
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answer = gr.State(value="") |
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with gr.Row(): |
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with gr.Column(): |
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gr.Markdown(MD) |
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with gr.Column(): |
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with gr.Row(): |
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generation = gr.Dropdown( |
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[f"{k}μΈλ" for k in range(1, 10)] + ["λͺ¨λ μΈλ"], value="1μΈλ", label="ν¬μΌλͺ¬ μΈλ", info="μνλ ν¬μΌλͺ¬ μΈλλ₯Ό μ ννμΈμ." |
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) |
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poke_types = gr.Dropdown( |
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pokemons_types, value="λͺ¨λ νμ
", label="ν¬μΌλͺ¬ νμ
", info="μνλ ν¬μΌλͺ¬ νμ
μ μ ννμΈμ." |
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) |
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chatbot = gr.Chatbot(bubble_full_width=False) |
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msg = gr.Textbox(value="ν΄μ¦ μμ") |
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clear = gr.ClearButton([msg, chatbot, quiz_start]) |
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def respond(gen, types, message, chat_history, request: gr.Request): |
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start, end = GEN_RANGE[gen] |
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sdf = df[start:end] |
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pokemons_set = sdf[sdf['types'].apply(lambda x: (types in x)) | (types == "λͺ¨λ νμ
")] |
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pokemons_set = pokemons_set.to_dict("records") |
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if not quiz_start.value: |
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if "ν΄μ¦ μμ" == message: |
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q, a = get_question_answer(pokemons_set) |
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bot_message = f"ν΄μ¦λ₯Ό μμν©λλ€.\n{q}" |
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answer.value = a |
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quiz_start.value = True |
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else: |
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bot_message = "ν΄μ¦λ₯Ό μμνκ³ μΆμΌμλ©΄, **ν΄μ¦ μμ**μ΄λΌκ³ λ§μν΄μ£ΌμΈμ." |
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else: |
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if answer.value == message: |
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q, a = get_question_answer(pokemons_set) |
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answer.value = a |
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bot_message = f"πμ λ΅μ
λλ€! λ€μ λ¬Έμ μ
λλ€.\n{q}" |
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else: |
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bot_message = f"***{message}***!? π§ λ€μ νλ² μκ°ν΄λ³΄μΈμ." |
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chat_history.append((message, bot_message)) |
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return "", chat_history |
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msg.submit(respond, [generation, poke_types, msg, chatbot], [msg, chatbot]) |
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demo.queue(concurrency_count=3) |
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demo.launch() |