1. Concepts# This section describes various concepts and features that QuasarDB offers. 1.1. Batch inserter 1.1.1. Purpose 1.1.2. APIs 1.1.3. Insertion modes 1.1.4. Options 1.1.5. Batch size 1.1.6. Usage 1.2. Async Pipelines 1.2.1. When to Use Async Pipelines 1.2.2. Understanding Write Amplification 1.2.3. How Async Pipelines Work 1.2.4. Configuration Options 1.2.5. Monitoring and Metrics 1.2.6. Visualizing Async Pipeline Activity 1.2.7. Considerations and Best Practices 1.3. Compaction and Trimming 1.3.1. LSM-Tree Fundamentals 1.3.2. Compaction 1.3.3. Trimming (MVCC Cleanup) 1.3.4. Best Practices: Trimming Before Compaction 1.4. Streaming changes and continuous queries 1.4.1. Purpose 1.4.2. Features 1.4.3. Limitations 1.4.4. When to use 1.4.5. Pacing 1.4.6. When not to use 1.4.7. How it works 1.4.8. Available modes 1.4.9. Server configuration 1.4.10. C Programming 1.4.11. Python programming 1.5. Deduplication 1.5.1. Purpose 1.5.2. Implementation 1.5.3. Alternatives 1.6. Parallelism 1.6.1. Server-side parallelism 1.6.2. Client-side parallelism 1.7. Shards 1.7.1. Purpose 1.7.2. Example 1.7.3. Choosing the correct shard size 1.8. Storage Optimization Techniques 1.8.1. LSM, Compaction, and SST Concepts 1.9. Symbol columns 1.9.1. Definition 1.9.2. Purpose 1.9.3. Usage 1.9.4. Use Case