Strikerrx01 opened a new pull request, #34104:
URL: https://github.com/apache/beam/pull/34104

   This commit implements table definition caching for BigQuery operations to 
address excessive tables.get() API calls from workers. Key changes: 1) Adds 
BigQueryTableCache class with configurable TTL 2) Implements thread-safe 
caching mechanism 3) Adds comprehensive test coverage 4) Maintains backward 
compatibility. The implementation reduces API quota usage by caching table 
definitions with proper TTL and thread-safety mechanisms. Fixes #34076          
                       ## Description
   
   This PR implements table definition caching for BigQuery operations to 
address excessive `tables.get()` API calls from workers, which was causing 
quota issues. The implementation adds a `BigQueryTableCache` class that caches 
table definitions with a configurable TTL.
   
   ### Key Features
   - Thread-safe caching mechanism for BigQuery table definitions
   - Configurable TTL (default: 5 minutes)
   - Proper error handling and cache invalidation
   - Comprehensive test coverage
   - Zero disruption to existing functionality
   
   ## Motivation
   
   Previously, each worker was making separate `tables.get()` calls to 
BigQuery, leading to potential quota issues. This change reduces API calls by 
caching table definitions, improving performance and reliability.
   
   Fixes #34076
   
   ## Modifications
   
   - Added `BigQueryTableCache` class in `bigquery.py`
   - Added validation for table references and TTL
   - Implemented thread-safe cache operations
   - Added comprehensive test suite in `bigquery_test.py`
   
   ## Verifications
   
   ### Testing
   All tests pass successfully:
   - Cache miss behavior
   - Cache hit verification
   - TTL expiration
   - Thread safety
   - Error handling
   - Input validation
   - Invalid TTL handling
   
   ### Documentation
   - Added docstrings for the new class and methods
   - Updated relevant comments
   - Added type hints for better code clarity
   
   ## Please Review
   
   @apache/beam-maintainers 
   
   ## Checklist
   - [x] My code follows the style guidelines of Apache Beam
   - [x] I have performed a self-review of my own code
   - [x] I have commented my code, particularly in hard-to-understand areas
   - [x] I have made corresponding changes to the documentation
   - [x] My changes generate no new warnings
   - [x] I have added tests that prove my fix is effective
   - [x] New and existing unit tests pass locally with my changes
   
   ------------------------
   
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