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Update app.py
Browse files
app.py
CHANGED
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)
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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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# The plotting function to use depends on whether margins are desired
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plotfunc = sns.jointplot if input.show_margins() else sns.scatterplot
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plotfunc(
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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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@output
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@render.ui
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def value_boxes():
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df = filtered_df()
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def penguin_value_box(title: str, count: int, bgcol: str, showcase_img: str):
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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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if not input.by_species():
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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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value_boxes = [
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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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return x.ui.layout_column_wrap(1 / len(value_boxes), *value_boxes)
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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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palette: Dict[str, Tuple[float, float, float]] = {
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"Adelie": colors[0],
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"Chinstrap": colors[1],
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"Gentoo": colors[2],
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"default": sns.color_palette()[0], # type: ignore
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}
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bg_palette = {}
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# Use `sns.set_style("whitegrid")` to help find approx alpha value
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for name, col in palette.items():
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# Adjusted n_colors until `axe` accessibility did not complain about color contrast
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bg_palette[name] = mpl_colors.to_hex(sns.light_palette(col, n_colors=7)[1]) # type: ignore
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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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import flask # for the UI and API
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import time # for rate limiting
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import json # for listing, CORRECTLY
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app = flask.Flask(__name__)
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# woah, VS, it's python, not whatever that down arrow is
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vars = {} # a dictionary of variables
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ips = {} # a dictionary of IPs and the last time they made a request
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# get a variable
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@app.route('/get/<var>')
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def get(var):
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try:
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global ips
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ips[flask.request.remote_addr] = time.time()
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global vars
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return vars[var]
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except Exception as e:
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return str(e), 404 # we all know this means "not found"
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# set a variable
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@app.route('/set/<var>/<val>')
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def set(var, val):
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try:
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global ips
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ips[flask.request.remote_addr] = time.time()
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global vars
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vars[var] = val
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return vars[var] # return the value of the variable, just in case it fails
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except Exception as e:
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return str(e), 404
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# delete a variable, making it return 404
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@app.route('/del/<var>')
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def delete(var):
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try:
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global vars
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del vars[var]
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global ips
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ip = flask.request.remote_addr
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if ip not in ips:
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ips[ip] = 0
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if time.time() - ips[ip] < 0.1:
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time.sleep(1) # rate limiting (10 requests per second, but lower if you're exceeding it)
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# should you use a scratch project and port it, you should be fine so long as you abide by their rate limits
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# otherwise, this is significantly more strict, it's kind of just a "don't wipe the database" thing
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return vars[var], 429 # too many requests, but also success
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return vars[var]
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except Exception as e:
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return str(e), 404
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# list all variables
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@app.route('/')
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def list():
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# this uses ACTUAL JSON
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# NOT the fake json used by joecooldo
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# (he makes a cool library)
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# "error: json does not allow single quotes (')"
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global vars
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return json.dumps(vars)
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# list ips
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@app.route('/ips')
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def listips():
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global ips
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return json.dumps(ips)
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# run the app
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app.run(port=7860)
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