Rank

Create a ranking of values in a column.

Parameters

Name	Type	Description	Is Optional
rank_columns	column_list	The column or expression to order (rank) by
partition_by	column_list	The column or expression to partition the window by. Accepts .	True
order	sort_direction	Instruction on how to order the rank_column. Accepts , but defaults to ASC. ASC = Ascending DESC = Descending	True
rank_type	value	Type of ranking [ | dense | percent | unique ]. Accepts . = ANSI SQL rank function dense = ANSI SQL dense_rank function percent = ANSI SQL percent_rank function unique = ANSI SQL row_number function	True
qualify_filter	value	A filter to apply to the ranked column. Accepts .	True
alias	string	Name of the output column containing rankings	True
overwrite_columns	boolean	Optional: if true, the columns passed in 'rank_columns' will be dropped from the output	True

Example

#Return the 5 highest temperatures per date:
ds = rasgo.get.dataset(dataset_id)

ds2 = ds.rank(rank_columns=['DS_DAILY_HIGH_TEMP'],
      partition_by=['DATE'],
      ORDER='DESC',
      RANK_TYPE='unique',
      QUALIFY_FILTER='>=5'
})

ds2.preview()

Source Code

RasgoTransforms/rank.sql at main · rasgointelligence/RasgoTransformsGitHub