sripathikrishnan/redis-rdb-tools
Redis Rdb Tools
redis-rdb-tools is a collection of specialized utilities for parsing, analyzing, and converting binary Redis database dump files. It functions as a parser and converter that extracts keys and values from these snapshots to facilitate data recovery, migration, and analysis.
The project distinguishes itself through capabilities for memory profiling and snapshot manipulation. It includes a memory analyzer that generates key-level consumption reports to identify storage inefficiencies and a manipulation utility capable of merging multiple dump files or splitting single snapshots into smaller parts.
The toolset covers a broad range of data operations, including converting binary dumps to JSON, generating protocol commands for data re-import, and exporting records to relational databases or search engines. It also provides utilities for comparing different database snapshots to identify changes over time and filtering keys using regular expressions during the parsing process.
Features
- RDB Parsers - Provides a specialized engine for reading and analyzing binary Redis database dump files to extract data.
- Redis Database Migration Tools - Provides a system for exporting Redis dump data into relational databases or generating protocol commands for re-importing.
- Database - A feature in this tool for inspecting data structures to identify memory inefficiencies and suggest storage optimizations.
- Binary Dump Parsing Engines - Implements a programmable callback system for parsing binary Redis dump files within custom applications.
- Backup & Recovery - Parses RDB files to extract specific keys or generate commands for restoring partial database data.
- Database Dump Parsing - Provides a binary stream parser to interpret the Redis RDB format for data extraction.
- Database Memory Analyzers - Provides a dedicated analyzer to identify memory-heavy keys and storage inefficiencies within Redis data structures.
- RDB to JSON Converters - Transforms binary Redis database dump files into UTF-8 encoded JSON with Base64 encoding for binary values.
- Redis Data Migration Tools - Converts binary Redis RDB files into JSON or other formats to facilitate data movement into different databases.
- Redis Database Analysis Tools - Inspects Redis dump files to identify memory-heavy keys and optimize data storage configurations.
- Memory Consumption Analysis - Analyzes memory consumption at the key level to identify storage inefficiencies in Redis dumps.
- Memory Profiling - Generates reports on memory consumption per key to identify storage inefficiencies in Redis snapshots.
- Binary-to-JSON Converters - Transforms binary Redis database snapshots into UTF-8 encoded JSON with Base64 encoding for binary data.
- Data Exporters - Migrates data from binary dump files into relational databases or search engines for external analysis.
- Database Dump Manipulation - Provides capabilities for merging multiple Redis dump files or splitting large snapshots for sharded environments.
- Snapshot Difference Analysis - Extracts data from multiple dump files into a sortable format to identify differences between snapshots.
- Snapshot Manipulators - Ships a utility to merge multiple Redis dump files or split single snapshots into smaller parts.
- Protocol Command Generation - Converts dump data into a stream of Redis protocol commands to facilitate partial data restoration.
- Protocol Command Generation - Transforms parsed binary data into Redis protocol commands for re-importing data subsets.
- Key Filtering - Limits the processing of dump files to specific keys using regular expressions or data-type filters.
- Callback-Based Stream Processing - Employs a callback system to process large database dumps without loading the entire file into RAM.
- Pattern-Based Key Filtering - Filters Redis keys during the parsing process using regular expressions to extract specific data subsets.
- JSON Streaming - Writes database records to JSON files incrementally to handle large dumps without exhausting system memory.
- Python Frameworks and Tools - Redis RDB file parser and analyzer.
Star history
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