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| import os | |
| import json | |
| import numpy as np | |
| import gradio as gr | |
| CHOICES = ["foo", "bar", "baz"] | |
| JSONOBJ = """{"items":{"item":[{"id": "0001","type": null,"is_good": false,"ppu": 0.55,"batters":{"batter":[{ "id": "1001", "type": "Regular" },{ "id": "1002", "type": "Chocolate" },{ "id": "1003", "type": "Blueberry" },{ "id": "1004", "type": "Devil's Food" }]},"topping":[{ "id": "5001", "type": "None" },{ "id": "5002", "type": "Glazed" },{ "id": "5005", "type": "Sugar" },{ "id": "5007", "type": "Powdered Sugar" },{ "id": "5006", "type": "Chocolate with Sprinkles" },{ "id": "5003", "type": "Chocolate" },{ "id": "5004", "type": "Maple" }]}]}}""" | |
| def fn( | |
| text1, | |
| text2, | |
| num, | |
| slider1, | |
| slider2, | |
| single_checkbox, | |
| checkboxes, | |
| radio, | |
| dropdown, | |
| im1, | |
| im2, | |
| im3, | |
| im4, | |
| video, | |
| audio1, | |
| audio2, | |
| file, | |
| df1, | |
| df2, | |
| ): | |
| return ( | |
| (text1 if single_checkbox else text2) | |
| + ", selected:" | |
| + ", ".join(checkboxes), # Text | |
| { | |
| "positive": num / (num + slider1 + slider2), | |
| "negative": slider1 / (num + slider1 + slider2), | |
| "neutral": slider2 / (num + slider1 + slider2), | |
| }, # Label | |
| (audio1[0], np.flipud(audio1[1])) | |
| if audio1 is not None | |
| else os.path.join(os.path.dirname(__file__), "files/cantina.wav"), # Audio | |
| np.flipud(im1) | |
| if im1 is not None | |
| else os.path.join(os.path.dirname(__file__), "files/cheetah1.jpg"), # Image | |
| video | |
| if video is not None | |
| else os.path.join(os.path.dirname(__file__), "files/world.mp4"), # Video | |
| [ | |
| ("The", "art"), | |
| ("quick brown", "adj"), | |
| ("fox", "nn"), | |
| ("jumped", "vrb"), | |
| ("testing testing testing", None), | |
| ("over", "prp"), | |
| ("the", "art"), | |
| ("testing", None), | |
| ("lazy", "adj"), | |
| ("dogs", "nn"), | |
| (".", "punc"), | |
| ] | |
| + [(f"test {x}", f"test {x}") for x in range(10)], # HighlightedText | |
| # [("The testing testing testing", None), ("quick brown", 0.2), ("fox", 1), ("jumped", -1), ("testing testing testing", 0), ("over", 0), ("the", 0), ("testing", 0), ("lazy", 1), ("dogs", 0), (".", 1)] + [(f"test {x}", x/10) for x in range(-10, 10)], # HighlightedText | |
| [ | |
| ("The testing testing testing", None), | |
| ("over", 0.6), | |
| ("the", 0.2), | |
| ("testing", None), | |
| ("lazy", -0.1), | |
| ("dogs", 0.4), | |
| (".", 0), | |
| ] | |
| + [(f"test", x / 10) for x in range(-10, 10)], # HighlightedText | |
| json.loads(JSONOBJ), # JSON | |
| "<button style='background-color: red'>Click Me: " | |
| + radio | |
| + "</button>", # HTML | |
| os.path.join(os.path.dirname(__file__), "files/titanic.csv"), | |
| df1, # Dataframe | |
| np.random.randint(0, 10, (4, 4)), # Dataframe | |
| df2, # Timeseries | |
| ) | |
| demo = gr.Interface( | |
| fn, | |
| inputs=[ | |
| gr.Textbox(value="Lorem ipsum", label="Textbox"), | |
| gr.Textbox(lines=3, placeholder="Type here..", label="Textbox 2"), | |
| gr.Number(label="Number", value=42), | |
| gr.Slider(10, 20, value=15, label="Slider: 10 - 20"), | |
| gr.Slider(maximum=20, step=0.04, label="Slider: step @ 0.04"), | |
| gr.Checkbox(label="Checkbox"), | |
| gr.CheckboxGroup( | |
| label="CheckboxGroup", choices=CHOICES, value=CHOICES[0:2] | |
| ), | |
| gr.Radio(label="Radio", choices=CHOICES, value=CHOICES[2]), | |
| gr.Dropdown(label="Dropdown", choices=CHOICES), | |
| gr.Image(label="Image"), | |
| gr.Image(label="Image w/ Cropper", tool="select"), | |
| gr.Image(label="Sketchpad", source="canvas"), | |
| gr.Image(label="Webcam", source="webcam"), | |
| gr.Video(label="Video"), | |
| gr.Audio(label="Audio"), | |
| gr.Audio(label="Microphone", source="microphone"), | |
| gr.File(label="File"), | |
| gr.Dataframe(label="Dataframe", headers=["Name", "Age", "Gender"]), | |
| gr.Timeseries(x="time", y=["price", "value"], colors=["pink", "purple"]), | |
| ], | |
| outputs=[ | |
| gr.Textbox(label="Textbox"), | |
| gr.Label(label="Label"), | |
| gr.Audio(label="Audio"), | |
| gr.Image(label="Image"), | |
| gr.Video(label="Video"), | |
| gr.HighlightedText( | |
| label="HighlightedText", color_map={"punc": "pink", "test 0": "blue"} | |
| ), | |
| gr.HighlightedText(label="HighlightedText", show_legend=True), | |
| gr.JSON(label="JSON"), | |
| gr.HTML(label="HTML"), | |
| gr.File(label="File"), | |
| gr.Dataframe(label="Dataframe"), | |
| gr.Dataframe(label="Numpy"), | |
| gr.Timeseries(x="time", y=["price", "value"], label="Timeseries"), | |
| ], | |
| examples=[ | |
| [ | |
| "the quick brown fox", | |
| "jumps over the lazy dog", | |
| 10, | |
| 12, | |
| 4, | |
| True, | |
| ["foo", "baz"], | |
| "baz", | |
| "bar", | |
| os.path.join(os.path.dirname(__file__), "files/cheetah1.jpg"), | |
| os.path.join(os.path.dirname(__file__), "files/cheetah1.jpg"), | |
| os.path.join(os.path.dirname(__file__), "files/cheetah1.jpg"), | |
| os.path.join(os.path.dirname(__file__), "files/cheetah1.jpg"), | |
| os.path.join(os.path.dirname(__file__), "files/world.mp4"), | |
| os.path.join(os.path.dirname(__file__), "files/cantina.wav"), | |
| os.path.join(os.path.dirname(__file__), "files/cantina.wav"), | |
| os.path.join(os.path.dirname(__file__), "files/titanic.csv"), | |
| [[1, 2, 3], [3, 4, 5]], | |
| os.path.join(os.path.dirname(__file__), "files/time.csv"), | |
| ] | |
| ] | |
| * 3, | |
| theme="default", | |
| title="Kitchen Sink", | |
| cache_examples=False, | |
| description="Try out all the components!", | |
| article="Learn more about [Gradio](http://gradio.app)", | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() | |