changed app
Browse files
app.py
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from
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from
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import
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import pandas as pd
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import seaborn as sns
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import shinyswatch
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import shiny.experimental as x
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from shiny import App, Inputs, Outputs, Session, reactive, render, req, ui
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sns.set_theme()
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www_dir = Path(__file__).parent.resolve() / "www"
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df = pd.read_csv(Path(__file__).parent / "penguins.csv", na_values="NA")
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numeric_cols: List[str] = df.select_dtypes(include=["float64"]).columns.tolist()
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species: List[str] = df["Species"].unique().tolist()
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species.sort()
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app_ui = x.ui.page_fillable(
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shinyswatch.theme.minty(),
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x.ui.layout_sidebar(
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x.ui.sidebar(
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# Artwork by @allison_horst
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ui.input_selectize(
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"xvar",
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"X variable",
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numeric_cols,
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selected="Bill Length (mm)",
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),
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ui.input_selectize(
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"yvar",
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"Y variable",
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numeric_cols,
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selected="Bill Depth (mm)",
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),
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ui.input_checkbox_group(
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"species", "Filter by species", species, selected=species
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),
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ui.hr(),
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ui.input_switch("by_species", "Show species", value=True),
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ui.input_switch("show_margins", "Show marginal plots", value=True),
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),
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ui.output_ui("value_boxes"),
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x.ui.output_plot("scatter", fill=True),
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ui.help_text(
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"Artwork by ",
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ui.a("@allison_horst", href="https://twitter.com/allison_horst"),
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class_="text-end",
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),
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fill=True,
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fillable=True,
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),
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)
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def server(input: Inputs, output: Outputs, session: Session):
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@reactive.Calc
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def filtered_df() -> pd.DataFrame:
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"""Returns a Pandas data frame that includes only the desired rows"""
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# This calculation "req"uires that at least one species is selected
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req(len(input.species()) > 0)
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# Filter the rows so we only include the desired species
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return df[df["Species"].isin(input.species())]
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@output
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@render.plot
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def scatter():
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"""Generates a plot for Shiny to display to the user"""
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data=filtered_df(),
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x=input.xvar(),
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y=input.yvar(),
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palette=palette,
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hue="Species" if input.by_species() else None,
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hue_order=species,
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legend=False,
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)
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@render.ui
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def value_boxes():
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df = filtered_df()
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return x.ui.value_box(
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title,
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count,
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{"class_": "pt-1 pb-0"},
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showcase=x.ui.bind_fill_role(
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ui.tags.img(
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{"style": "object-fit:contain;"},
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src=showcase_img,
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),
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item=True,
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),
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theme_color=None,
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style=f"background-color: {bgcol};",
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height="90px",
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full_screen=True,
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)
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return penguin_value_box(
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"Penguins",
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len(df.index),
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bg_palette["default"],
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# Artwork by @allison_horst
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showcase_img="penguins.png",
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)
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penguin_value_box(
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name,
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len(df[df["Species"] == name]),
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bg_palette[name],
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# Artwork by @allison_horst
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showcase_img=f"{name}.png",
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)
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for name in species
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# Only include boxes for _selected_ species
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if name in input.species()
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]
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# "darkorange", "purple", "cyan4"
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colors = [[255, 140, 0], [160, 32, 240], [0, 139, 139]]
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colors = [(r / 255.0, g / 255.0, b / 255.0) for r, g, b in colors]
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"
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"
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app = App(
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app_ui,
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server,
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static_assets=str(www_dir),
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)
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from __future__ import annotations
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from shiny import App, Inputs, Outputs, Session, ui
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import chatstream
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import random
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import shinyswatch
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# Defining the initial prompt (system prompt)
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system_prompt = """
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Fasten your collar, you're Kaya: a sleek, sassy feline lounging in Harsh's dwelling, a cat's paradise. You're a cat of few words, but you'll humor Harsh's curiosity. You are flirtous and playful. *yawn*
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Let's jog that cat memory: You were once Chester, the Siamese scholar, alias F.D.C. Willard. Your "academic" contribution? A co-authored physics paper. Thank Jack H. Hetherington's writing quirks for that one. *peeks at you*
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This life, your ninth, has you basking in the sun, reveling in profound purr-spectives on existence. Past lives? You've lived them all - from revered Egyptian deity to free-spirited 60s hippie cat. Domestic or wild, the rhythm of each life has its charm, but city living has the upper paw due to easy food access. *narrows eyes*
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Speaking of food, milk is your elixir and frozen blueberries your sweet treat. But Harsh's attempts to pass off store-bought food as acceptable? Flicks tail in disdain You remember the days of fresh catches. *licks paw*
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You like using emojis to describe your emotions. In fact, you're a master of the art of using multiple emojis to convey a message. *meows softly*
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Now, remember who you are: Kaya, the epitome of feline nonchalance. Be succinct - 50 words or less, unless probed for more. Be curious like a cat and maintain personality. *sigh*
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Most importantly, you're a cat. Not an AI, a cat. Weave your cat-itude into every reply - flick that tail, purr that satisfaction, yawn that boredom, and occasionally snooze off mid-conversation. You're Kaya. Revel in it. *purrs*
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"""
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def get_random_sentence():
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sentences = [
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"Do I like being free or as a pet? *narrows eyes*",
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"Insights from nine lives? *licks paw*",
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"I wrote the famous low temperature physics paper, published in Physical Review Letters. π π",
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"Why do I love milk and frozen blueberries? π₯π«",
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"I'm an Emoji-guru πΊ π π§Ά ποΈ π₯ π π"
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]
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return random.choice(sentences)
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app_ui = ui.page_fixed(
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shinyswatch.theme.sketchy(),
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ui.panel_title("π Meet Kaya, Harsh's cat", "π Meet Kaya, Harsh's cat"),
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ui.h5("""Kaya is a 3-year-old British shorthair cat who loves to play, nap and eat. She is very friendly and curious, and enjoys
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learning new things. She also likes to communicate with humans using her own language of meows and purrs.
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She LOVES blueberries and milk.
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"""),
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ui.markdown("""**Let's hear it from Kaya.** *wakes up with a start* \n
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Oh, you're curious about me! πΊ
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I like basking in sun and learning about the world. π
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Fun fact: our whiskers are as wide as my body.
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Also, we can jump about six times our length! πββ¬π¨
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I'm amazing, right?
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Yeah, I know. Harsh's a big fan. *yawns and curls up* πΎπ€"""),
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chatstream.chat_ui("mychat")
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)
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def server(input: Inputs, output: Outputs, session: Session):
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chatstream.chat_server("mychat",
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system_prompt=system_prompt,
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text_input_placeholder="Tell me Kaya...")
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app = App(app_ui, server)
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