topic Re: Selecting minimum value with multiple conditions in App Development

Selecting minimum value with multiple conditions

Zen_Not_On — Thu, 22 Jan 2026 11:45:40 GMT

Hey,

Was wondering if anyone has ran into the following issue.

I am trying to find Closest date to another date while having multiple entries.

I calculate days between and filter for min datebetween, but the issue is that i get multiple min days when grouping for final table. first sorted does not work because a single customer can have multiple events with same days between usually 0. And i cannot think of any key that would work

looks something like this:

TMP:
NoConcatenate
LOAD
*
where DAYS_BETWEEN >= 0 ;
load*,
if(isNULL(days_between_TEMP),0,days_between_TEMP) as DAYS_BETWEEN;
load *, EVENT_DATE - RISK_DATE as days_between_TEMP
RESIDENT QUACK;

FINAL:
LOAD CUSTOMER_ID,
SCORE,
EVENT_DATE,
MIN(DAYS_BETWEEN) as DAYS_TO_RISK
Resident TMP
group by CUSTOMER_ID,EVENT_DATE,RISK_DATE,SCORE;
DROP TABLEs QUACK, TMP;

Re: Selecting minimum value with multiple conditions

Daniel_Castella — Thu, 22 Jan 2026 14:01:43 GMT

Hi @Zen_Not_On

I would like to help you, but I'm not understanding very well what you are trying to accomplish. Could you, please, provide a data sample with some examples and the outcome that you are expecting for them?

In this way it will be easier to analyze it.

Thank you

Daniel

Re: Selecting minimum value with multiple conditions

marcus_sommer — Thu, 22 Jan 2026 14:11:34 GMT

Including the event/risk dates in the aggregation is preventing to get a single min() days-offset. I assume there is a logically conflict and/or you may need another data-structure. Maybe two tables - one with granular information and the other with the aggregated ones ...

Re: Selecting minimum value with multiple conditions

Zen_Not_On — Fri, 23 Jan 2026 07:56:18 GMT

Current output looks something like this: what i want is to get only where days to risk is the lowerst possible

CUSTOMER_ID	SCORE	RISK_DATE	EVENT_DATE	DAYS_TO_RISK
1	HIGH_RISK	19.11.2025	11.12.2025	22
1	HIGH_RISK	19.11.2025	12.12.2025	23
1	HIGH_RISK	19.11.2025	15.12.2025	26
1	HIGH_RISK	11.12.2025	11.12.2025	0
1	HIGH_RISK	11.12.2025	12.12.2025	1
1	HIGH_RISK	11.12.2025	15.12.2025	4
1	HIGH_RISK	12.12.2025	12.12.2025	0
1	HIGH_RISK	12.12.2025	15.12.2025	3
1	STANDARD_RISK	15.12.2025	15.12.2025	0

Re: Selecting minimum value with multiple conditions

marcus_sommer — Fri, 23 Jan 2026 08:12:58 GMT

Like hinted just remove the dates from the aggregating, maybe something in this way:

t: load *, Date1 - Date2 as Offset from X;
left join(t) load Customer, min(Offset) as Offset resident t group by Customer;

Another approach may be to use interrecord-functions to order/classify the records, for example:

t: load *, Date1 - Date2 as Offset from X;

load *, if(Customer = previous(Customer), peek('Nr') + 1, 1) as Nr
resident t order by Customer, Offset desc;

Re: Selecting minimum value with multiple conditions

Zen_Not_On — Fri, 23 Jan 2026 08:19:10 GMT

yes, but the final result must contain all columns. If i remove the dates, i have no way of connecting it all back together

Re: Selecting minimum value with multiple conditions

marcus_sommer — Fri, 23 Jan 2026 08:26:20 GMT

Then take a look on my second suggestion with the interrecord-functions. All records remain and are simply ordered and flagged.

Re: Selecting minimum value with multiple conditions

Daniel_Castella — Fri, 23 Jan 2026 11:34:11 GMT

Hi @Zen_Not_On

Do you mean like the behavior of the code below? It removes all the rows except the ones that have the lower days of risk per Customer and Score (I added a second ID to your output data to test it works for more than one).

Main:

LOAD *,

Date(Date#(EVENT_DATE,'DD.MM.YYYY'),'DD.MM.YYYY')-Date(Date#(RISK_DATE,'DD.MM.YYYY'),'DD.MM.YYYY') as DAYS_TO_RISK

INLINE [

CUSTOMER_ID, SCORE, RISK_DATE, EVENT_DATE

1, HIGH_RISK, 19.11.2025, 11.12.2025

1, HIGH_RISK, 19.11.2025, 12.12.2025

1, HIGH_RISK, 19.11.2025, 15.12.2025

1, HIGH_RISK, 11.12.2025, 11.12.2025

1, HIGH_RISK, 11.12.2025, 12.12.2025

1, HIGH_RISK, 11.12.2025, 15.12.2025

1, HIGH_RISK, 12.12.2025, 12.12.2025

1, HIGH_RISK, 12.12.2025, 15.12.2025

1, STANDARD_RISK, 15.12.2025, 15.12.2025

2, STANDARD_RISK, 14.12.2025, 15.12.2025

];

INNER JOIN (Main)

Load Distinct

CUSTOMER_ID,

SCORE,

Min(DAYS_TO_RISK) as DAYS_TO_RISK

RESIDENT Main

GROUP BY CUSTOMER_ID,SCORE;

Let me know if it works for you or if some adjustments are needed.

Kind Regards

Daniel