From 7ae61ace05f3f408a0dbbe8bf99291890e893700 Mon Sep 17 00:00:00 2001 From: Bakthavatchalam Gopalswamy Date: Mon, 18 Jan 2021 20:04:00 +0530 Subject: [PATCH] #129 updated docstring --- data/augment.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/data/augment.py b/data/augment.py index 85f3a26c..58839bec 100644 --- a/data/augment.py +++ b/data/augment.py @@ -1,6 +1,16 @@ """ -This data recipe lets the user to augment new features to the dataset using the Augment Cloud Service. +This data recipe lets the user to augment new features to the dataset using the Augment Cloud Service +1. The recipe pushes the dataset to user's snowflake account +2. The recipe imports the dataset into augment service +3. The recipe submits request for augmentation +4. The recipe polls the API for the matching engine to process the request +5. The recipe submits job for the creation of new augment table. The service uses correlation to find relevance between the new features and the given target label +6. The recipe polls the API for the completion of the table creation +6. The recipe exports the dataset back to user's snowflake account +7. The recipe downloads, saves the dataset from snowflake into driverlessai instance and returns the file path +8. A new dataset is created in DAI with the augmented columns + Prerequisites: -------------