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Fast TSDB backend for graphite

Project description

travis coverage pyver

Time series database, backend for graphite, fast alternative to carbon + whisper

All metrics are dumped into blocks (lmdb databases). Each block contain all metrics and their data for particular amount of time.

data_dir
├── resolution1
│   ├── block1.hdb     # block data
│   ├── block2.hdb
│   └── blocks.state   # notifications
├── resolution2
│   ├── block1.hdb
│   ├── block2.hdb
│   └── blocks.state
└── metric.index       # metric name index
-------------------------------------------------------------->  time
 +------------------------------+------------+----+----+----+
 |                              |            |    |    |    |
 |            block1            |   block2   | b3 | b4 | b5 |
 |                              |            |    |    |    |
 +------------------------------+------------+----+----+----+

                            ||  periodic
                            \/  merge

 +------------------------------+----------------------+----+
 |                              |                      |    |
 |            block1            |         block2'      | b5 |
 |                              |                      |    |
 +------------------------------+----------------------+----+
 |                                                     /
 |   ||  periodic downsample            ---------------
 |   \/                                /
 |          /--------------------------
 +---------+
 |         |
 | block1' |
 |         |
 +---------+

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