vastorbit.sql.functions.row_number¶

vastorbit.sql.functions.row_number() → StringSQL¶

Assigns a sequence of unique numbers, starting from 1, to each row in a window partition.

Returns:: SQL string.
Return type:: StringSQL

Examples

First, let’s import the VastFrame in order to create a dummy dataset.

from vastorbit import VastFrame

Now, let’s import the vastorbit SQL functions.

import vastorbit.sql.functions as vof

We can now build a dummy dataset.

df = VastFrame({"x": [1, -10, 1000, 7, 7]})

Now, let’s go ahead and apply the function.

df["row_number"] = vof.row_number()._over(order_by = [df["x"]])
display(df)

	123 x Integer 100%	123 row_number Bigint 100%
1	-10	1
2	1	2
3	7	3
4	7	4
5	1000	5

Note

It’s crucial to utilize vastorbit SQL functions in coding, as they can be updated over time with new syntax. While SQL functions typically remain stable, they may vary across platforms or versions. vastorbit effectively manages these changes, a task not achievable with pure SQL.