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How Does the Integration Process Work?
1. Team Collaboration:
- The integration process requires collaboration between both teams (SenkronData and the BigQuery integration team).
- During this step, it is determined:
- What data will be included in the integration
- How frequently the data will be updated
- Which functions will be part of the integration
Relevant Teams:
- SenkronData team: Ensures that data is transferred to BigQuery in the correct format and structure.
- BigQuery team: Configures the Google Cloud environment and sets up the appropriate database structures in BigQuery.
2. Defining Structural Requirements:
- The structure of the data required for integration must be determined.
- Proper schemas and data types must be aligned to ensure smooth data transfer to BigQuery.
Key considerations for data storage:
- Table structure: Defining which data types will be stored in which tables.
- Data format: Using appropriate formats like JSON, CSV, or Avro.
- Relationships: Properly defining database relationships to ensure accurate data mapping.