Fix: Add "Destinations 1.0" handling to PyAirbyte: sync IDs, generation IDs, and stream success statuses

[aaronsteers]

Resolves #329

So far, this PR only gives a script to repro the issue. See #329 and airbytehq/airbyte#43417 for more info.

Summary by CodeRabbit

• New Features

  • Introduced a new example script for integrating with Google BigQuery, demonstrating a complete data pipeline process.
  • Added a catalog validation method to ensure necessary fields are initialized, enhancing the robustness of catalog management.
  • Enhanced stream processing feedback by adding success messages upon stream completion.

• Bug Fixes

  • Improved catalog handling by enforcing default states for specific identifiers during initialization, preventing potential data processing issues.
  • Enhanced message handling for unclosed streams, improving resource management during processing.

[coderabbitai]

Walkthrough

Walkthrough

The recent updates introduce a new script, run_bigquery_destination.py, facilitating data ingestion into Google BigQuery through Airbyte's source and destination management. Additionally, enhancements in catalog_providers.py ensure critical identifiers are initialized during catalog validation, improving data integrity and robustness in processing.

Changes

Files	Change Summary
examples/run_bigquery_destination.py	Introduced a script for ingesting data into Google BigQuery, managing credentials, and executing data transfers.
airbyte/_future_cdk/catalog_providers.py	Added catalog validation in the constructor to ensure required fields are initialized, enhancing catalog integrity.
airbyte/_message_iterators.py	Integrated a new success message for stream processing in the generator function to improve feedback mechanisms.
airbyte/progress.py	Added a private function for generating stream success messages and updated methods to handle stream processing more flexibly.

Assessment against linked issues

Objective	Addressed	Explanation
Fix failures related to missing generationId or minGenerationId (#[329])	✅

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[coderabbitai]

Actionable comments posted: 1

[coderabbitai]

Actionable comments posted: 1

Outside diff range, codebase verification and nitpick comments (1)

airbyte/_future_cdk/catalog_providers.py (1)

51-66: Validation logic encapsulated well.

The validate_catalog method effectively ensures necessary fields are initialized, enhancing robustness.

Consider updating the docstring to reflect the return type change:

- """Validate the catalog to ensure it is valid.
+ """Validate the catalog to ensure it is valid and return the validated catalog.

[aaronsteers]

Logging here for visibility:

I resolved the three missing catalog properties and then received this issue due to the source not emitting an explicit SUCCESS signal:

2024-08-08 17:51:13 - INFO - INFO main i.a.c.i.d.a.AsyncStreamConsumer(close):207 Some streams either received an INCOMPLETE stream status, or did not receive a stream status at all: null.users, null.products, null.purchases

Addressing now...