SQLite based queryable python indexes for dicts and lists
Project description
LiteIndex
Embedded, thread and process safe, disk backed, easy to use, query-able, fast Index implementations
pip install --upgrade liteindex
DefinedIndex
- Documentation | Detailed example | Benchmarks
- fixed schema index i.e: schema has to be defined before hand
number
,boolean
,datetime
,string
,compressed_string
,blob
,json
andother
types are supported andcan be queried upon
- can store any python objects with varying levels of query-ability
Query language is subset of mongodb's
. All queries are documented- works across threads, processes seamlessly
- compression is supported natively and optional custom compression dictionaries can be built
KVIndex
- Documentation | Detailed example | Benchmarks
- simple key value store, can store any python objects, no querying supported
- ultra fast, works across threads, processes seamlessly
- Eviction policies supported:
LRU
,LFU
,any
and age based invalidation and size, count based eviction
function_cache
- Documentation | Detailed example | Benchmarks
- based on KVIndex, can be used to cache function calls of any type
- batch inference caching friendly
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