Refactor: new "Writers" interface for destinations and caches

[aaronsteers]

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Summary by CodeRabbit

• New Features

  • Enhanced stream management with new methods for primary key and cursor key retrieval, as well as improved write strategy resolution in the CatalogProvider.
  • Streamlined processing of Airbyte messages in the SqlProcessorBase, supporting various message types and improving state management.
  • Expanded telemetry capabilities to accommodate a broader range of destination types, including support for AirbyteWriterInterface.
  • Introduced AirbyteWriterInterface for flexible message writing across various integrations.
  • Added the _write_airbyte_message_stream method to CacheBase to facilitate reading and writing of Airbyte messages.

• Bug Fixes

  • Improved clarity in the Destination class's write method documentation and handling of write strategies.

• Documentation

  • Updated method docstrings to clarify functionality and expected behavior for enhanced user understanding.

• Refactor

  • Restructured the FileWriterBase class to align with the AirbyteWriterInterface, enhancing its integration within the Airbyte framework.

[coderabbitai[bot]]

Walkthrough

Walkthrough

The updates across the Airbyte codebase introduce enhancements to data handling capabilities, focusing on stream management and writing strategies. Key modifications include the establishment of the AirbyteWriterInterface, refined methods for retrieving primary keys, and improved processing of Airbyte messages. These changes aim to promote modularity and flexibility within the framework, allowing for better integration of diverse data sources and destinations.

Changes

Files	Change Summary
airbyte/_future_cdk/catalog_providers.py, airbyte/_future_cdk/sql_processor.py, airbyte/caches/base.py, airbyte/destinations/base.py, airbyte/progress.py	Introduced new methods for managing streams, enhanced interfaces for data writing, and improved handling of primary keys and state messages. Refactored code for better clarity and functionality across components.
airbyte/_writers/file_writers.py, airbyte/_writers/jsonl.py, airbyte/_writers/__init__.py	Updated writers to inherit from AirbyteWriterInterface, enhancing capabilities. Restructured import paths for improved modularity and integration with new catalog and state management functionalities.
airbyte/_processors/sql/bigquery.py, airbyte/_processors/sql/duckdb.py, airbyte/_processors/sql/postgres.py	Modified import paths for JsonlWriter, reflecting a reorganization of module structure without affecting functionality.
tests/integration_tests/destinations/test_source_to_destination.py, tests/integration_tests/test_source_faker_integration.py	Updated tests to reflect changes in primary key retrieval and added parameters for write strategies, enhancing test robustness and ensuring alignment with updated data handling methods.

Sequence Diagram(s)

sequenceDiagram
    participant CatalogProvider
    participant SqlProcessor
    participant Cache
    participant Destination
    participant ProgressTracker

    SqlProcessor->>CatalogProvider: Get primary keys
    CatalogProvider-->>SqlProcessor: Return primary keys
    SqlProcessor->>Cache: Write data stream
    Cache-->>Destination: Store data
    SqlProcessor->>ProgressTracker: Track progress

Would you like to include any specific examples or further details in the summary or changes? wdyt?

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Recent review details

Configuration used: CodeRabbit UI Review profile: CHILL

Commits

Files that changed from the base of the PR and between 033bccfb4ea9f45c9ec56574f854843d843b64c4 and 957b43391da499c21719188df6a765820fe7ef78.

Files selected for processing (1)

• airbyte/_future_cdk/sql_processor.py (18 hunks)

Files skipped from review as they are similar to previous changes (1)

• airbyte/_future_cdk/sql_processor.py

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