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Functions to translate datasets to python library formats (e.g., Pandas, TensorFlow) #53

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okennedy opened this issue Oct 18, 2019 · 1 comment
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enhancement New feature or request

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@okennedy
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Pain point: Using NumPy/Pandas presently requires writing code to translate datasets to/from standard python frameworks.

Suggested Fix:
The ideal fix would be one that provides native access to each format and (ideally) allows data transfer to happen outside of python... However, a simple, functional solution would be to simply import the data into python and then export it into the native representation.

Progress

  • Export to Bokeh
  • Export dataset to Pandas dataframe
  • Export column to NumPy
  • Export dataset to TensorFlow dataset
  • Import dataset from Pandas dataframe (e.g., on save)
  • Import dataset from NumPy (e.g., replace column?)
  • Import dataset from TensorFlow dataset
@okennedy okennedy added the enhancement New feature or request label Oct 18, 2019
@willspoth willspoth self-assigned this Jan 8, 2020
@okennedy
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okennedy commented Feb 3, 2020

Mate of VizierDB/web-ui#91

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