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immutable sorted string table library
latest commit 417dee1309
Robert Edmonds authored
mtbl: immutable sorted string table library ------------------------------------------- mtbl is a C library implementation of the Sorted String Table (SSTable) data structure, based on the SSTable implementation in the open source Google LevelDB library <http://code.google.com/p/leveldb/>. An SSTable is a file containing an immutable mapping of keys to values. Keys are stored in sorted order, with an index at the end of the file allowing keys to be located quickly. mtbl is not a database library. It does not provide an updateable key-value data store, but rather exposes primitives for creating, searching and merging SSTable files. Unlike databases which use the SSTable data structure internally as part of their data store, management of SSTable files -- creation, merging, deletion, combining of search results from multiple SSTables -- is left to the discretion of the mtbl library user. mtbl SSTable files consist of a sequence of data blocks containing sorted key-value pairs, where keys and values are arbitrary byte arrays. Data blocks are optionally compressed using zlib or the Snappy library <http://code.google.com/p/snappy/>. The data blocks are followed by an index block, allowing for fast searches over the keyspace. The basic mtbl interface is the writer, which receives a sequence of key-value pairs in sorted order with no duplicate keys, and writes them to data blocks in the SSTable output file. An index containing offsets to data blocks and the last key in each data block is buffered in memory until the writer object is closed, at which point the index is written to the end of the SSTable file. This allows SSTable files to be written in a single pass with sequential I/O operations only. Once written, SSTable files can be searched using the mtbl reader interface. Searches can retrieve key-value pairs based on an exact key match, a key prefix match, or a key range. Results are retrieved using a simple iterator interface. The mtbl library also provides two utility interfaces which facilitate a sort-and-merge workflow for bulk data loading. The sorter interface receives arbitrarily ordered key-value pairs and provides them in sorted order, buffering to disk as needed. The merger interface reads from multiple SSTables simultaneously and provides the key-value pairs from the combined inputs in sorted order. Since mtbl does not allow duplicate keys in an SSTable file, both the sorter and merger interfaces require a caller-provided merge function which will be called to merge multiple values for the same key. These interfaces also make use of sequential I/O operations only.