How to Build an LSM-Tree Key-Value Store in Python With a Write-Ahead Log, SSTables, Bloom Filters, and Compaction
Build a small log-structured merge-tree store in Python from...
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Data Structures
10 Articles
How to Use frozendict in Python 3.15 to Freeze Config and Cache Dictionary Arguments
Learn the new built-in frozendict in Python 3.15 step by step:...
How to Find Near-Duplicate Documents in Python With MinHash and Locality-Sensitive Hashing
Build MinHash and locality-sensitive hashing in Python from...
How to Build a Skip List in Python to Get Balanced-Tree Speed Without the Rotations
Build a skip list from scratch in Python, using coin flips...
How to Build a Trie From Scratch in Python for Fast Prefix Search and Autocomplete
Build a trie from scratch in Python, reproduce two real bugs (a...
How to Build a Count-Min Sketch in Python to Estimate Event Frequencies Without Storing Every Item
Learn to build a Count-Min Sketch from scratch in Python, a...
How to Build a HyperLogLog Cardinality Estimator in Python to Count Distinct Items Without Storing Them
Learn how HyperLogLog estimates distinct item counts using...
How to Build an LRU Cache From Scratch in Python to Bound Memory Without Losing Hot Data
Build a real LRU cache from scratch in Python, verify it with a...
How to Build a Merkle Tree in Python to Detect Tampering Without Re-Hashing Everything
Build a Merkle tree from scratch in Python, reproduce the real...
How to Build a Bloom Filter From Scratch in Python to Skip Expensive Lookups
A hands-on Python tutorial that builds a Bloom filter from...