Refactor Customers Model: Convert CTEs into Intermediate Models

[even-wei]

Overview:
Refactored the customers model by turning two CTEs into intermediate models, enhancing readability and maintainability.

Changes:

• Created two new intermediate models from existing CTEs.
• Updated customers model to integrate these models.
• Conducted code cleanup for efficiency.

Rationale:
Improves clarity and allows easier future modifications.

Testing:
Ensured accuracy and consistency in results post-refactor.

Review Request:
Feedback on the implementation and integration of the new models is welcomed.

[github-actions]

Recce Summary

Lineage Graph

graph LR
model.jaffle_shop.customers["customers

[What's Changed]
Code"]
style model.jaffle_shop.customers stroke:#ffa502
model.jaffle_shop.customers---->model.jaffle_shop.customer_segments
model.jaffle_shop.customers---->model.jaffle_shop.customer_order_pattern
model.jaffle_shop.customer_segments["customer_segments"]
model.jaffle_shop.customer_order_pattern["customer_order_pattern"]

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Checks Summary

Checks Run	Data Mismatch Detected
5	0

Next Steps

If you want to check more detail inforamtion about the recce result, please download the artifact file and open it by Recce CLI.

How to check the recce result

# Unzip the downloaded artifact file
tar -xf recce-state-file.zip

# Launch the recce server based on the state file
recce server --review recce_state.json

# Open the recce server http://localhost:8000 by your browser

[github-actions]

Recce Summary

Lineage Graph

graph LR
model.jaffle_shop.customers["customers

[What's Changed]
Code"]
style model.jaffle_shop.customers stroke:#ffa502
model.jaffle_shop.customers---->model.jaffle_shop.customer_segments
model.jaffle_shop.customers---->model.jaffle_shop.customer_order_pattern
model.jaffle_shop.customer_segments["customer_segments"]
model.jaffle_shop.customer_order_pattern["customer_order_pattern"]

Loading

Checks Summary

Checks Run	Data Mismatch Detected
5	0

Next Steps

If you want to check more detail inforamtion about the recce result, please download the artifact file and open it by Recce CLI.

How to check the recce result

# Unzip the downloaded artifact file
tar -xf recce-state-file.zip

# Launch the recce server based on the state file
recce server --review recce_state.json

# Open the recce server http://localhost:8000 by your browser

[github-actions]

Recce Summary

Manifest Information

	Manifest	Catalog
Base	2024-10-24 03:06:08	2024-10-24 03:06:08
Current	2024-10-29 05:07:05	2024-10-29 05:07:06

Lineage Graph

graph LR
model.jaffle_shop.customers["customers

[What's Changed]
Code"]
style model.jaffle_shop.customers stroke:#ffa502
model.jaffle_shop.customers---->model.jaffle_shop.customer_segments
model.jaffle_shop.customers---->model.jaffle_shop.customer_order_pattern
model.jaffle_shop.customer_segments["customer_segments"]
model.jaffle_shop.customer_order_pattern["customer_order_pattern"]

Loading

Checks Summary

Checks Run	Data Mismatch Detected
4	2

Checks of Data Mismatch Detected

Name	Type	Mismatched Nodes
Model schema of customers, orders and modified nodes	Schema Diff	int_customer_payments, int_customer_orders
Row count of customers, orders and modified table model	Row Count Diff	int_customer_payments, int_customer_orders

See PR page: https://cloud.datarecce.io/DataRecce/jaffle_shop_duckdb/pulls/2

How to check the recce result

# Launch the recce server based on the state file
recce server --review --cloud --password yummy_jaffle

# Open the recce server http://localhost:8000 by your browser