Lookup UDF Join

Lookup UDF is used to get dimension data via primary key from a dimension table allowing a decoration join functionality. Lookup UDF can only be used with a dimension table in Pinot.

Syntax

The UDF function syntax is listed as below:

lookupUDFSpec:
    LOOKUP
    '('
    '''dimTable'''
    '''dimColToLookup'''
    [ '''dimJoinKey''', factJoinKey ]*
    ')'

• dimTable Name of the dim table to perform the lookup on.

• dimColToLookUp The column name of the dim table to be retrieved to decorate our result.

• dimJoinKey The column name on which we want to perform the lookup i.e. the join column name for dim table.

• factJoinKey The column name on which we want to perform the lookup against e.g. the join column name for fact table

Noted that:

1. all the dim-table-related expressions are expressed as literal strings, this is the LOOKUP UDF syntax limitation: we cannot express column identifier which doesn't exist in the query's main table, which is the factTable table.

2. the syntax definition of [ '''dimJoinKey''', factJoinKey ]* indicates that if there are multiple dim partition columns, there should be multiple join key pair expressed.

Examples

Here are some of the examples

Single-partition-key-column Example

Consider the table baseballStats

Column	Type
playerID	STRING
yearID	INT
teamID	STRING
league	STRING
playerName	STRING
playerStint	INT
numberOfGames	INT
numberOfGamesAsBatter	INT
AtBatting	INT
runs	INT

and dim table dimBaseballTeams

Column	Type
teamID	STRING
teamName	STRING
teamAddress	STRING

several acceptable queries are:

Dim-Fact LOOKUP example

SELECT 
  playerName, 
  teamID, 
  LOOKUP('dimBaseballTeams', 'teamName', 'teamID', teamID) AS teamName, 
  LOOKUP('dimBaseballTeams', 'teamAddress', 'teamID', teamID) AS teamAddress
FROM baseballStats 

playerName	teamID	teamName	teamAddress
David Allan	BOS	Boston Red Caps/Beaneaters (from 1876–1900) or Boston Red Sox (since 1953)	4 Jersey Street, Boston, MA
David Allan	CHA	null	null
David Allan	SEA	Seattle Mariners (since 1977) or Seattle Pilots (1969)	1250 First Avenue South, Seattle, WA
David Allan	SEA	Seattle Mariners (since 1977) or Seattle Pilots (1969)	1250 First Avenue South, Seattle, WA

Self LOOKUP example

SELECT 
  teamID, 
  teamName AS nameFromLocal,
  LOOKUP('dimBaseballTeams', 'teamName', 'teamID', teamID) AS nameFromLookup
FROM dimBaseballTeams

teamID	nameFromLocal	nameFromLookup
ANA	Anaheim Angels	Anaheim Angels
ARI	Arizona Diamondbacks	Arizona Diamondbacks
ATL	Atlanta Braves	Atlanta Braves
BAL	Baltimore Orioles (original- 1901–1902 current- since 1954)	Baltimore Orioles (original- 1901–1902 current- since 1954)

Complex-partition-key-columns Example

Consider a single dimension table with schema:

BILLING SCHEMA

Column	Type
customerId	INT
creditHistory	STRING
firstName	STRING
lastName	STRING
isCarOwner	BOOLEAN
city	STRING
maritalStatus	STRING
buildingType	STRING
missedPayment	STRING
billingMonth	STRING

Self LOOKUP example

select 
  customerId,
  missedPayment, 
  LOOKUP('billing', 'city', 'customerId', customerId, 'creditHistory', creditHistory) AS lookedupCity 
from billing

customerId	missedPayment	lookedupCity
341	Paid	Palo Alto
374	Paid	Mountain View
398	Paid	Palo Alto
427	Paid	Cupertino
435	Paid	Cupertino

Usage FAQ

• The data return type of the UDF will be that of the dimColToLookUp column type.

• when multiple primary key columns are used for the dimension table (e.g. composite primary key), please ensure that the order of keys appearing in the lookup() UDF is the same as the order defined in the primaryKeyColumns from the dimension table schema.