Update dim__orgs.sql

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✨ AI Overview

This AI-generated summary of your pull request analyzes your code changes and their potential impact on your data. As this feature is still experimental, please review the details carefully.

• Major changes to organization identifiers: The modification to org_id using modulo operations (org_id % 49) reduces the total number of organizations from 788 to 541. This has cascading effects on downstream tables, particularly impacting SALES__SYNC which shows a 45% reduction in records.

• Subscription plan reclassification: The new logic automatically classifies organizations with 1 or fewer users as 'Individual' plans, affecting 200 subscription plan records. Additionally, null prices are now defaulted to 0, which could impact financial calculations and reporting accuracy.

• Modified user count calculation: The change to num_users calculation (count(distinct user_id) + org_id % 2) affects 263 organizations and has significant downstream impact on financial metrics. Both monthly and yearly financial tables show substantial differences in subscriber counts and revenue calculations.

🕵️ Details

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Base branch	Pull Request branch
master (7334c0f)	snowflake-patch-1 (e3fa207)

Tables modified: 1 (details)

• Different: 1

DEMO.CORE.DIM__ORGS
Primary keys ORG_ID
	master	snowflake-patch-1
DIFFERENCES
Total rows	~788	↓ ~541 -31.3%
Columns with changed type/order: 1 column change NUM_USERS NUMBER(18,0) → NUMBER(38,0)
Exclusive PKs	~257	~10
4 column(s) with differing values column number of rows NUM_USERS ~263  49.5% SUB_PLAN ~200  37.7% SUB_PRICE ~200  37.7% SUB_CREATED_AT ~55  10.4%
View details →
Unchanged Attributes Total columns 6 Common unique PKs 531 Rows with NULL PKs 0 Rows with duplicate PKs 0

Downstream tables: 3 (details)

• Different: 3

DEMO.CORE.FCT__YEARLY__FINANCIALS
Primary keys DATE_YEAR
	master	snowflake-patch-1
DIFFERENCES
Total rows	~2	↓ ~1 -50.0%
Exclusive PKs	~1	~0
2 column(s) with differing values column number of rows YEARLY_REVENUE ~1  100.0% YEARLY_SUBSCRIBERS ~1  100.0%
View details →
Unchanged Attributes Total columns 3 Schema changes 0 Common unique PKs 1 Rows with NULL PKs 0 Rows with duplicate PKs 0
Modified upstream models   model.demo.dim__orgs

DEMO.CORE.FCT__MONTHLY__FINANCIALS
Primary keys DATE_MONTH
	master	snowflake-patch-1
DIFFERENCES
Total rows	~11	↓ ~8 -27.3%
Exclusive PKs	~3	~0
2 column(s) with differing values column number of rows CNT_SUBSCRIBERS ~7  87.5% SUM_REVENUE ~7  87.5%
View details →
Unchanged Attributes Total columns 3 Schema changes 0 Common unique PKs 8 Rows with NULL PKs 0 Rows with duplicate PKs 0
Modified upstream models   model.demo.dim__orgs

DEMO.CORE.SALES__SYNC
Primary keys ORG_ID
	master	snowflake-patch-1
DIFFERENCES
Total rows	~20	↓ ~11 -45.0%
Exclusive PKs	~20	~11
View details →
Unchanged Attributes Total columns 2 Schema changes 0 Common unique PKs 0 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0
Modified upstream models   model.demo.dim__orgs