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 Data Modifications: Changes to the calculation of org_id, num_users, and subscription data affect 690 out of 788 rows (87.6%). The arbitrary modification of num_users by adding org_id % 2 may introduce data accuracy issues.

• Subscription Logic Changes: The new logic automatically sets sub_plan to 'Individual' for organizations with 1 or fewer users, affecting 227 subscriptions. Additionally, sub_price now defaults to 0 instead of null, impacting 290 price values.

• Downstream Impact: The changes affect the sales__sync table, reducing its row count from 19 to 11. While other downstream tables (fct__monthly__financials and fct__yearly__financials) show no changes, the significant modifications to core organizational data suggest careful testing is needed.

🕵️ Details

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Base branch	Pull Request branch
master-databricks (3f06d55)	databricks-patch-1 (cfbbd12)

Tables modified: 1 (details)

• Different: 1

demo.default.dim__orgs
Primary keys org_id
	master-databricks	databricks-patch-1
DIFFERENCES
Exclusive PKs	12	12
3 column(s) with differing values column number of rows num_users 380  49.0% sub_price 290  37.4% sub_plan 227  29.3%
View details →
Unchanged Attributes Total rows 788 Total columns 6 Schema changes 0 Common unique PKs 776 Rows with NULL PKs 0 Rows with duplicate PKs 0

Downstream tables: 3 (details)

• Different: 1
• Identical: 2

demo.default.sales__sync
Primary keys org_id
	master-databricks	databricks-patch-1
DIFFERENCES
Total rows	19	↓ 11 -42.1%
Exclusive PKs	8	0
View details →
Unchanged Attributes Total columns 2 Schema changes 0 Common unique PKs 11 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0
Modified upstream models   model.demo.dim__orgs

demo.default.fct__monthly__financials

Primary keys date_month

View details →

Unchanged Attributes Total rows 11 Total columns 3 Schema changes 0 Common unique PKs 11 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

Modified upstream models   model.demo.dim__orgs

demo.default.fct__yearly__financials

Primary keys date_year

View details →

Unchanged Attributes Total rows 2 Total columns 3 Schema changes 0 Common unique PKs 2 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

Modified upstream models   model.demo.dim__orgs