❇️ New Experimental MCP Server

• This release add a new experimental MCP server to PyAirbyte (docs here) (#696)

🔒 New Secrets Management Options

• Adds support for secrets references (secret_reference::SECRET_NAME) and secrets hydration features (docs here) (#696)

🐛 Fixes

• fix: "write /dev/stdout: broken pipe" error during execution (#613) - Thanks, @nicob3y!

Changes

• Feat: Add support for Snowflake key-pair authentication (#702) - Thanks, @Alioune05!

✨ New Features

• feat: Add support for running manifest-only sources with custom components.py files (#697)

⚙️ Under the Hood

• Chore(deps): Bump actions/github-script from 6 to 7 (#649)
• ci: move ruff rules to dedicated config file (#693)

✨ New Features

• feat: Allow configuring dataset location in BigQueryCache (#689) - Thanks, @honzabilek4!

⚙️ CI Updates (Under the Hood)

🐛 Fixes

• fix: Resolve failures when a long-running session would time-out in the DB connection after more than 4+ hours (#676) - Thanks, @benjaminwilen!

🔃 Refactoring

• refactor(internal): SQL backends now take a SQLConfig object instead of SQL Engine, allowing deferred SQL engine creation (#676) - Thanks, @benjaminwilen!

⚙️ Under the Hood

• ci(workflow): Fix auto-merge notification workflow @devin-ai-integration[bot] (#672)

✨ New Features

• feat: add ability to override pk and cursor key values (#668)

🐛 Fixes

• fix: give logs a second to flush when a connector crashes, improving helpfulness of log files (#660)

⚙️ Under the Hood

• examples: update destination example script configuration to use GitHub and state cache (#659)
• examples: update sample script to accept positional argument for connector name (#658)

🐛 Fixes

• fix: specifying a target version for a source does not actually install that version (#651)

🐛 Fixes

• fix: resolve issue in Cache.create_source_tables (#642)

📖 Documentation

• fix: sources/base.py documentation to properly reflect allowed write_strategy arguments - Thanks, @dnxie12! (#581)

Under the Hood

• ci: during semantic PR title check, block merging PR titles with "do not merge" (#636)

✨ New Features

• feat: add AIRBYTE_PRINT_FULL_ERROR_LOGS option to auto-print full log file text, enabled by default in CI environments (#637)
• feat: add create_source_tables method to Cache classes, creates all tables without requiring running a sync (#631)

🐛 Fixes

• fix: add explicit docker volume mapping (resolves permission denied errors)
• fix: remove 'cdk:low-code' logic with false-positives for manifest-only connector detection

⚙️ Under the Hood

• chore(deps): remove constraint on request lib (#639)
• chore(deps-dev): Bump viztracer from 0.16.3 to 1.0.3 (#628)
• chore: update pyproject.toml python requirement (#599)
• chore: add auto-merge notification workflow (#604)

✨ New Features

• Added Python 3.12 support (#596) 🚀

⚙️ Under the Hood

• Chore(deps-dev): Bump poethepoet from 0.26.1 to 0.31.1 (#558)
• Chore(deps): Bump airbyte-api from 0.52.1 to 0.52.2 (#560)
• ci: fix poetry lock workflow for missing/blank file (#593)
• chore: update Poetry version to 2.0.1 in CI workflows (#587)
• ci: fix Poetry builds and snowflake tests (#595)

📖 Documentation

• docs: add cli module to api docs (#564)