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| import gradio as gr | |
| from utils import Kline_predict_plot, back_test_plot | |
| with gr.Blocks() as generator: | |
| with gr.Tab("English"): | |
| gr.Markdown("# Available Markets: Stocks(Main China, HongKong, USA and so on) / Cryptocurrencies") | |
| # gr.Markdown("Powered by AI") | |
| with gr.Tab("Predictor"): | |
| # gr.Markdown("Most 5 symbols at once can be put in `Symbols` box.") | |
| once_max_num = 5 | |
| gr.Interface( | |
| Kline_predict_plot, | |
| [ | |
| gr.Dropdown(["model_predict_sk2", ], label="Predict Model", value='model_predict_sk2'), | |
| gr.Textbox(label="Symbols", lines=1, | |
| placeholder=f"Enter symbols(can't more than {once_max_num} at once), " | |
| f"such as '000001.SH, btc-usd, AAPL, 18010.hk'", | |
| ), | |
| gr.Textbox(label="Your Opinion", lines=2, | |
| placeholder=f"Enter your base opinion for next trade day if you have(" | |
| f"such as 'I think it would be a big up and I would long absolutely' or " | |
| f"'I shall sell a few'); or just leave here blank.", | |
| ), | |
| gr.Dropdown( | |
| ["1hour", "1day", "1week", "1month"], label="Frequency Scale", value='1day', info="Kline scale." | |
| ), | |
| gr.Slider(label="Feature Saturation", minimum=2, maximum=10, value=3, step=1), | |
| gr.Slider(label="Sensitivity", minimum=2, maximum=20, value=5, step=1), | |
| gr.Checkbox(label="Completed?", value=True, info="Is the latest bar completed?"), | |
| gr.Slider(label="Show Bars", minimum=16, maximum=100, value=21, step=1), | |
| gr.Number(label="Once Max", value=once_max_num, visible=False) | |
| ], | |
| [ | |
| gr.Textbox(label=f"Ignored Symbols: not available，too new or more than {once_max_num} symbols."), | |
| gr.Gallery(label="Bars Figure", show_label=True, columns=[1]), | |
| ], | |
| examples=[ | |
| ["model_predict_sk2", "000001.sh,600000.sh,000001.sz", "", "1day", 3, 5, True, 21, 5], | |
| ["model_predict_sk2", "aapl,goog", "There would be a big up, so long", "1week", 5, 15, True, 21, 5], | |
| ["model_predict_sk2", "btc-usd,eth-btc", "A big down is coming", "1day", 3, 3, False, 21, 5], | |
| ["model_predict_sk2", "btc-usd,000001.sh,1810.hk goog", "", "1day", 3, 10, False, 30, 5], | |
| ], | |
| ) | |
| with gr.Tab("Back Tester"): | |
| # gr.Markdown("Only 1 symbol at once can be put in `Symbols` box.") | |
| gr.Interface( | |
| back_test_plot, | |
| [ | |
| gr.Dropdown(["model_predict_sk2", ], label="Predict Model", value='model_predict_sk2'), | |
| gr.Textbox(label="Symbols", placeholder=f"Enter 1 Symbol, such as 'btc-usd'"), | |
| gr.Dropdown( | |
| ["1hour", "1day", "1week", "1month"], label="Frequency Scale", value='1day', info="Kline scale." | |
| ), | |
| gr.Slider(label="Feature Saturation", minimum=2, maximum=10, value=3, step=1), | |
| gr.Slider(label="Sensitivity", minimum=2, maximum=20, value=5, step=1), | |
| gr.Slider(label="Test Bars", minimum=10, maximum=200, value=100, step=1), | |
| ], | |
| [gr.Gallery(label="Profit Figure", show_label=True, columns=[1])], | |
| examples=[ | |
| ["model_predict_sk2", "000001.sh", "1day", 3, 5, 20], | |
| ["model_predict_sk2", "btc-usd", "1day", 3, 10, 30], | |
| ["model_predict_sk2", "aapl", "1week", 5, 15, 80], | |
| ], | |
| ) | |
| with gr.Tab("中文"): | |
| gr.Markdown("# 可用市场: 股票(A股、港股、美股等) / 加密货币") | |
| with gr.Tab("预测器"): | |
| # gr.Markdown("`交易标的` 框中一次最多可同时输入5个标的") | |
| once_max_num = 5 | |
| gr.Interface( | |
| Kline_predict_plot, | |
| [ | |
| gr.Dropdown(["model_predict_sk2", ], label="预测模型", value='model_predict_sk2'), | |
| gr.Textbox(label="交易标的", lines=2, | |
| placeholder=f"请输入要预测的交易标的(一次最多不能超过{once_max_num}个), " | |
| f"例如输入： \"000001.SH, btc-usd, AAPL, 18010.hk\"", | |
| ), | |
| gr.Textbox(label="主观观点", lines=2, | |
| placeholder=f"请输入你的主观多空观点(例如输入： \"我认为后市会大涨，我要全仓做多\" 或者 " | |
| f"\"我认为应该少量卖出一部分\"); 如果没有明确的多空观点，此处无需输入"), | |
| gr.Dropdown( | |
| ["1hour", "1day", "1week", "1month"], label="K线级别", value='1day', | |
| info="选择小时K线、日K线、周K线或者月K线" | |
| ), | |
| gr.Slider(label="特征饱和度", minimum=2, maximum=10, value=3, step=1), | |
| gr.Slider(label="敏感度", minimum=2, maximum=20, value=5, step=1), | |
| gr.Checkbox(label="已完成?", value=True, info="最新的K线是否已经完成?"), | |
| gr.Slider(label="展示K线数", minimum=16, maximum=100, value=21, step=1), | |
| gr.Number(label="最多预测数", value=once_max_num, visible=False) | |
| ], | |
| [ | |
| gr.Textbox(label=f"有误交易标的: 不可用、太新或者一次预测数大于{once_max_num}个"), | |
| gr.Gallery(label="K线图", show_label=True, columns=[1]), | |
| ], | |
| examples=[ | |
| ["model_predict_sk2", "000001.sh,600000.sh,000001.sz", "", "1day", 3, 5, True, 21, 5], | |
| ["model_predict_sk2", "aapl,goog", "我认为后市会大涨，我要全仓做多", "1week", 5, 15, True, 21, 5], | |
| ["model_predict_sk2", "btc-usd,eth-btc", "后市很可能会大幅下跌", "1day", 3, 3, False, 21, 5], | |
| ["model_predict_sk2", "btc-usd,000001.sh,1810.hk goog", "", "1day", 3, 10, False, 30, 5], | |
| ], | |
| ) | |
| with gr.Tab("回测器"): | |
| # gr.Markdown("Only 1 symbol at once can be put in `Symbols` box.") | |
| gr.Interface( | |
| back_test_plot, | |
| [ | |
| gr.Dropdown(["model_predict_sk2", ], label="预测模型", value='model_predict_sk2'), | |
| gr.Textbox(label="交易标的", placeholder=f"请输入一个交易标的, 例如输入：\"btc-usd\""), | |
| gr.Dropdown( | |
| ["1hour", "1day", "1week", "1month"], label="K线级别", value='1day', | |
| info="选择小时K线、日K线、周K线或者月K线" | |
| ), | |
| gr.Slider(label="特征饱和度", minimum=2, maximum=10, value=3, step=1), | |
| gr.Slider(label="敏感度", minimum=2, maximum=20, value=5, step=1), | |
| gr.Slider(label="回测K线数", minimum=10, maximum=200, value=100, step=1), | |
| ], | |
| [gr.Gallery(label="回测曲线", show_label=True, columns=[1])], | |
| examples=[ | |
| ["model_predict_sk2", "000001.sh", "1day", 3, 5, 20], | |
| ["model_predict_sk2", "btc-usd", "1day", 3, 10, 30], | |
| ["model_predict_sk2", "aapl", "1week", 5, 15, 80], | |
| ], | |
| ) | |
| generator.queue(max_size=1).launch() | |