Need improvement on creating new feature in Feature Store documentation

Feature Store
#1

I am talking about Feature Store feature, which is document in here

In “Create new feature” section, the documentation missing the part how to load dataframe from file into notebook

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More specific, in the screenshot (version 1.4), how to get “features_df” when all you have is the .csv file in your PC.

My step-by-step

  1. Go to Data Sets
  2. Upload iris.csv
  3. Start jupyter
  4. (stuck) trying to load iris.csv from Data Set but don’t know how to ? (what is the code to read, what is the full path to iris.csv)

Here, Data Sets in file description I also suggest adding a snipping of code on how to load to jupyter, or at least a path

1649×394 39 KB

#2

Hi Thaithien,

copy the link and read csv by

val df = spark.read.option("header",true)
   .csv("path_to_csv")

then

Hops.createFeaturegroup("your_csv_fg").setDataframe(df).write()

Let me know if this works.

You can also find more examples in this notebook.

Cheers,
Davit