Building a Scalable Weighted Random Sampler in PostgreSQL
Explore methods for performing weighted random sampling in SQL, moving from simple heuristics to mathematically precise algorithms and efficient precomputed distributions.
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8 posts tagged with this topic
Implementing Typo-Tolerant Search with PostgreSQL
Improve search UX by combining prefix matching with fuzzy similarity thresholds to handle common user input errors in PostgreSQL autocomplete features.
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Building Prefix Search Autocomplete Using Trigram Indexing
Implementing a high-performance autocomplete system using native PostgreSQL features like trigram indexing for prefix matching and typo tolerance.
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Batch Based Approaches to Updating Large Tables in PostgreSQL
Batch processing updates prevents long-held locks and database pressure in large tables, using either integer ID increments or state-based filtering to manage performance.
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Free Semantic Search with Gemini API
Moving beyond keyword matching, semantic embeddings offer a more accurate way to surface related content. Discover how to leverage Google's Gemini API for cost-effective, meaning-based suggestions.
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Evaluate Index Strategies Beyond Big-O Complexity
Explores why theoretical data structures faster than O(log n) rarely outperform the practical, hardware-conscious index types used in modern databases.
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Working with Spatial Data in SQL using PostGIS Geometry and Geography
PostGIS bridges the gap between relational databases and geographic information systems, enabling efficient spatial analysis and proximity queries directly within PostgreSQL.
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Moving from MySQL JSON to Postgres arrays
Transitioning from JSON columns to native Postgres arrays provides a more efficient approach for handling simple list-based data structures through indexing and direct querying.
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