Refactor dim_orgs and incorporate changes into sales_sync

[leoebfolsom]

1. Update logic of dim_orgs.created_at
   • The dim_orgs model is built around the first user sign_up event, but I noticed we have an org_created event that might make more sense to use.
   • Seems very likely that there could be a big time difference between an org creation and the first user signing in, or an org never having a user sign in.
   • So, we're swapping sign_up events for org_created events in model dim_orgs
2. Set dim_orgs.sub_price to 0 when the value would be null.
3. Recategorize dim_orgs.sub_plan to Individual when num_users is 1
4. Include Individual opportunities in the Sales Sync.
5. Trivial change to num_users.

[datafold]

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Base branch	Pull Request branch
master (1504585)	update-dim_users-dim_orgs (9df55af)

Data Diffs of tables modified in this pull request: 3

• Different: 2
• Identical: 1

DEMO.CORE.SALES_SYNC
Primary keys ORG_ID
	master	update-dim_users-dim...
DIFFERENCES
Total rows	4	↑ 5 +25.0%
Exclusive PKs	0	1
View details →
2 potential data app dependencies
Unchanged Attributes Total columns 2 Schema changes 0 Common unique PKs 4 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

DEMO.CORE.DIM_ORGS

Primary keys ORG_ID

DIFFERENCES

3 column(s) with differing values column number of rows SUB_PLAN 101  64.3% NUM_USERS 31  19.7% SUB_PRICE 21  13.4%

View details →

18 potential data app dependencies

Unchanged Attributes Total rows 157 Total columns 6 Schema changes 0 Common unique PKs 157 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0

DEMO.CORE.DIM_USERS

Primary keys USER_ID

View details →

Unchanged Attributes Total rows 475 Total columns 1 Schema changes 0 Common unique PKs 475 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

Skipped Data Diffs of downstream tables: 2

Add "datafold:diff-all-downstream" label to this pull request to diff all affected tables

DEMO.CORE.fct_monthly_financials (table)	Run Data Diff →
DEMO.CORE.fct_yearly_financials (table)	Run Data Diff →

[datafold]

^{View CI Job Details →}

Base branch	Pull Request branch
master (1504585)	update-dim_users-dim_orgs (9df55af)

Data Diffs of tables modified in this pull request: 3

• Different: 2
• Identical: 1

DEMO.CORE.SALES_SYNC
Primary keys ORG_ID
	master	update-dim_users-dim...
DIFFERENCES
Total rows	4	↑ 5 +25.0%
Exclusive PKs	0	1
View details →
2 potential data app dependencies
Unchanged Attributes Total columns 2 Schema changes 0 Common unique PKs 4 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

DEMO.CORE.DIM_ORGS

Primary keys ORG_ID

DIFFERENCES

3 column(s) with differing values column number of rows SUB_PLAN 101  64.3% NUM_USERS 31  19.7% SUB_PRICE 21  13.4%

View details →

18 potential data app dependencies

Unchanged Attributes Total rows 157 Total columns 6 Schema changes 0 Common unique PKs 157 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0

DEMO.CORE.DIM_USERS

Primary keys USER_ID

View details →

Unchanged Attributes Total rows 475 Total columns 1 Schema changes 0 Common unique PKs 475 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

Data Diffs of downstream tables: 2

• Different: 2

DEMO.CORE.FCT_MONTHLY_FINANCIALS

Primary keys DATE_MONTH

DIFFERENCES

1 column(s) with differing values column number of rows SUM_REVENUE 6  100.0%

View details →

4 potential data app dependencies

Unchanged Attributes Total rows 6 Total columns 3 Schema changes 0 Common unique PKs 6 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0

Modified upstream models   model.demo.dim_orgs

DEMO.CORE.FCT_YEARLY_FINANCIALS

Primary keys DATE_YEAR

DIFFERENCES

1 column(s) with differing values column number of rows YEARLY_REVENUE 1  100.0%

View details →

Unchanged Attributes Total rows 1 Total columns 3 Schema changes 0 Common unique PKs 1 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0

Modified upstream models   model.demo.dim_orgs

[glebmezh]

Thanks, the data diff looks good!

[datafold]

^{View CI Run Details →}

Base branch	Pull Request branch
master (1504585)	update-dim_users-dim_orgs (9df55af)

Data Diffs of tables modified in this pull request: 3

• Different: 2
• Identical: 1

DEMO.CORE.SALES_SYNC
Primary keys ORG_ID
	master	update-dim_users-dim...
DIFFERENCES
Total rows	4	↓ 3 -25.0%
Exclusive PKs	2	1
View details →
Unchanged Attributes Total columns 2 Schema changes 0 Common unique PKs 2 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

DEMO.CORE.DIM_ORGS
Primary keys ORG_ID
	master	update-dim_users-dim...
DIFFERENCES
Total rows	157	↓ 146 -7.0%
Exclusive PKs	11	0
2 column(s) with differing values column number of rows CREATED_AT 112  76.7% SUB_PLAN 94  64.4%
View details →
11 potential data app dependencies
Unchanged Attributes Total columns 6 Schema changes 0 Common unique PKs 146 Rows with NULL PKs 0 Rows with duplicate PKs 0

DEMO.CORE.DIM_USERS

Primary keys USER_ID

View details →

Unchanged Attributes Total rows 475 Total columns 1 Schema changes 0 Common unique PKs 475 Added/removed rows 0 Rows with NULL PKs 0 Rows with duplicate PKs 0 Columns with different values 0

Skipped Data Diffs of downstream tables: 2

Add "datafold:diff-all-downstream" label to this pull request to diff all affected tables

DEMO.CORE.fct_monthly_financials (table)	Run Data Diff →
DEMO.CORE.fct_yearly_financials (table)	Run Data Diff →