Web App: Station Timeseries

I have an old, handy page called Multi-Station Timeseries and I would like to rebuild that page using PyScript.

The work-in-progress Timeseries page is here: https://blaylockbk.github.io/SynopticPy/timeseries

[ ] Special Plot Type: wind barb / quiver
[ ] button spinner as plot is generating.
[ ] Units of variance is "squared units", units of count is "number"
[ ] Should wind units be returned in MPH instead of knots? Would need to manipulate the API url
[ ] Don't redownload JSON data if user already got it (i.e., cases when a user makes a plot, then makes a smoothed plot with the same API parameters)
[ ] What should I do about QC values? Automatically remove them? Make facecolor white?
[ ] Can I specify the filename when you right-click and download image?
[ ] Special Plot Type: Wind Rose (this will complicate the code)
[ ] If error in user input, turn field red
[ ] Permalink to autofill form.
[x] ~~Implement this for rolling: https://github.com/blaylockbk/SynopticPy/discussions/4~~ Not needed.
[x] Add link to webapp from SynopticPy sphinx documentation page.
[x] #35
[x] #37
[x] Plot set_2+ values
- [ ] This should be an opt-in version (need a form checkbox)
- [ ] color should match the set_1 with alpha or line type varying
[x] Bootstrap 5
[x] provide smoother
[x] instruction in modal
[x] provide table of station info in different tab
- [x] hyperlink to mesowest station page
[x] custom matplotlib style
[x] hide my token so its not abused
[x] show response time in print (put green check if response if good)
[x] Time input: start time/end time, start time/duration, or duration/end time
[x] Indicator for derived variables (put an asterisk next to STID name in the legend)
[x] why doesn't rolling/resample work for local time?
[x] Adjust figure title when a smoother is applied indicating which smoother was used.
[x] Favicon
[x] Cardinal direction labels for wind direction
[x] scatter instead of line plot for wind direction
[x] More smoother stats (median, var, std,~~90th, 10th~~)
[x] Move python code to own script
[x] ~~"Reset form" button to reset colors and all values to their default~~ Not really needed since the browser refresh button does the same thing.
[x] Use from pyodide.http import open_url because I don't really need to use asyncio
- [ ] Rethink this, because for long requests, page will act if it isn't responding (like requesting 6months+ of data for many stations.
[x] In a third tab, create a simple map of station locations
- [x] same color cycle used before
- [x] could maybe use geojson to show state/county lines.
- [x] #26
- [x] Zoom in on stations when they are close together instead of showing full state polygon
- [x] ~~Can't use Cartopy in pyscript yet, but possibly soon.~~ But it would make page take too long to load.
[x] Implement Synptic API basic precip service (accumulated precipitation and interval)
[x] Variable dropdown selection dividers
[x] Add "raw data" button to download json data
[x] Special Plot Type: more precip variables
[x] Special Plot Type: Daily max/min/mean bar chart (use pd.grouby(day) instead of resample?)
[x] Special Plot Type: Provide "spread" plot type for smoother
- [ ] Need to adjust position of bars to represent the period they cover rather than the "end of the window"
[x] General code clean up. Its current state is a bunch of Frankenstein code.
[x] Refactor plotting (may use the .pipe method like in this demo)
[x] correct time when requesting "local" time

blaylockbk / SynopticPy

Web App: Station Timeseries #24