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GPU accelerated Jupyter dashboard.

Home Page: https://github.com/gumdropsteve/turbo-telegram

License: Apache License 2.0

Jupyter Notebook 99.98% Python 0.02%
holoviews dashboard rapids datashader blazingsql jupyter-widgets

turbo-telegram's Introduction

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turbo-telegram's People

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turbo-telegram's Issues

if/elif/else of map outputs is too complicated

issue

  • code is difficult to follow
  • checking that focused dataframe has enough rows to display properly should not be necessary with increased table size

fix

  • clean up & limit if/elif/else statements of taxi map outputs

2015 Data Style (what's the effective range?)

As seen with 3e2f3b3, the data for the first half of 2016 can be downloaded & preprocessed just like that of 2015. Is there any other data in the effective range? I.e. is pre-2015 data recorded the same?

If so, let's add it.

[BUG] n_riders & tol_cost input dashboard error

issue

  • adjusting or inputing values into the n_riders or tol_cost boxes of the input dashboard submits an invalid query results in error
  • both input and output dashboards continue to work, but error displays below input dashboard as part of the cell's output

expected behavior

  • do not adjust output dashboard until query is valid
  • or give user time to input before processing

How does this fit into e2e workload?

Can we produce a full end-to-end demo using the NYC Taxi dashboard for EDA?

Maybe something like:

  • download & preprocess w/ download_data.ipynb
  • explore data with taxi_dashboard.ipynb
  • do some parameter tuning w/ ??
  • hand off to model w/ ??

SQL based

Minimize use of cuDF methods & other adjustments to BSQL results

Change graph columns

  • I want to be able to substitute in different columns for the 2 scatter plots
  • This may help with starting a sort of API conversion

More data please

I want to use NYC dashboard with more data but I'm unable to get it to display properly

  • i.e. can find the data, but there seems to be some processing needed for coordinates to display properly with Datashader & HoloViews

Can we add some sort of Jupyter notebook or Python file for downloading & processing Taxi data?

  • Maybe start with 2015?

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