Add Airbyte-Couchbase Integration Tutorial #76
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Add detailed tutorial covering: - Couchbase as source and destination - All sync modes and configuration options - Common integration patterns - Performance optimization and troubleshooting - Capella-focused with 35-minute read time
Summary of ChangesHello @teetangh, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request introduces a new, in-depth tutorial designed to guide users through the process of integrating Airbyte with Couchbase. The tutorial provides step-by-step instructions for configuring Couchbase as both a data source and a destination, covering essential aspects from initial setup and sync mode selection to advanced integration patterns and troubleshooting. Its purpose is to empower users to build robust data pipelines leveraging Airbyte's capabilities with Couchbase, ensuring efficient data flow and optimal performance. Highlights
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…enhanced integration coverage
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Lot of redundant information consolidate them and also when mention about metrics are these metrics are verified ones or generated by AI
tutorial/markdown/connectors/airbyte/airbyte-couchbase-integration.md
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Review Response - All Feedback AddressedGemini Code Assist - Technical FixesLines 195-198, 218-224 (SQL query structure): Fixed - Updated queries to nest document under bucket name using alias syntax ( Line 716 (Timestamp conversion): Fixed - Corrected division from 1,000,000,000 to 1,000,000 since TO_TIMESTAMP expects milliseconds and _ab_cdc_updated_at is in nanoseconds. Lines 15-18 (Invalid tags): Partially correct - Removed invalid tags 'Data Integration' and 'ETL', kept 'Airbyte' and 'Connector', added valid alternatives 'Data Ingestion' and 'Best Practices'. Line 179-181 (Schema comment): Fixed - Corrected comment from 'Collection name' to 'Bucket name' and made example generic. Lines 752-755 (Code block formatting): Fixed - Changed security note to blockquote format and added PII definition. Lines 879-882 (Python syntax): Fixed - Updated to valid Python using Line 1177 (Placeholder inconsistency): Fixed - Standardized to 'collection' for consistency. Shyam's Comments - Content ImprovementsLines 232, 287, 299 (last_modified xattr): Confirmed - Verified in Airbyte source connector code that Couchbase automatically maintains this xattr without configuration. Line 311 (Credentials): Clarified - Added note distinguishing Database Access credentials from Capella API credentials. Line 324 (Stream definition): Added - Included definition with link to Airbyte documentation. Line 335 (Recommendation section): Removed - Deleted sync mode recommendation table as requested. Line 347, 446 (Performance metrics): Removed - Deleted all unverified performance metrics throughout. Line 359 (Query validity): Verified - The emitted_at field is part of Airbyte's document structure and query is valid. Line 372 (Analytics use case): Fixed - Changed to production→staging sync to avoid conflict with Couchbase Analytics/Columnar. Line 384 (Data warehouse promotion): Revised - Softened language to be neutral about competitors. Lines 408-727 (Pattern 4): Removed - Deleted entire 'Real-Time Change Tracking' section as requested. Real-time clarification: Added - Explicit note that Airbyte is designed for batch/periodic syncs (5-60 minute intervals), not sub-second real-time tracking. Line 432 (PII definition): Added - Defined PII with examples (names, emails, SSNs) and explained data masking. Summary
Validation: All feedback has been addressed. Ready for re-review! |
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Thank you, @teetangh, for the comprehensive update and for diligently addressing all the feedback, including the technical points I raised. It's great to see the detailed summary of fixes and improvements, especially the corrections to the SQL query structure, timestamp conversion, Python syntax, and tag adjustments. Your efforts have significantly improved the quality and accuracy of the tutorial. The |
…roved descriptions, and clarification on sync modes. Adjusted examples for better accuracy and added notes on best practices for data ingestion and synchronization.
Additional Verification - All Claims Backed by Official DocumentationHi @shyam-cb - I've completed a comprehensive verification of all technical claims you questioned, using official Couchbase and Airbyte documentation. Here are the results: ✅ Verified Correct (No Changes Needed)1. Couchbase last_modified xattr (Lines 232, 287, 299)
2. Analytics Pipeline Support (Lines 26-29)
3. Cluster vs Capella Credentials (Line 311)
4. Cross-Bucket Replication (Line 28)
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…rval details and updating timestamp fields in examples. Adjusted terminology for consistency and improved accuracy in data extraction references.
Summary
This PR adds a comprehensive tutorial for integrating Airbyte with Couchbase as both source and destination.
Tutorial Details
tutorial/markdown/connectors/airbyte/airbyte-couchbase-integration.mdContent Overview
Part 1: Couchbase as Source
Part 2: Couchbase as Destination
Part 3: Creating Connections
Part 4: Common Integration Patterns
Additional Sections
Technical Details
Validation
Frontmatter validation passing:
npm run test:frontmatterThis tutorial will be automatically published to the Developer Portal on the next weekly build when merged to main.