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authorDaniel Baumann <daniel.baumann@progress-linux.org>2019-05-21 18:56:05 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2019-05-21 18:56:05 +0000
commit54deae27eed83a162ee438ef6bad4a23767757dd (patch)
treeda5333377dfacf22177375aef822a8e696f007eb /database/engine/README.md
parentReleasing debian version 1.14.0-1. (diff)
downloadnetdata-54deae27eed83a162ee438ef6bad4a23767757dd.tar.xz
netdata-54deae27eed83a162ee438ef6bad4a23767757dd.zip
Merging upstream version 1.15.0.
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
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+# Database engine
+
+The Database Engine works like a traditional
+database. There is some amount of RAM dedicated to data caching and indexing and the rest of
+the data reside compressed on disk. The number of history entries is not fixed in this case,
+but depends on the configured disk space and the effective compression ratio of the data stored.
+
+## Files
+
+With the DB engine memory mode the metric data are stored in database files. These files are
+organized in pairs, the datafiles and their corresponding journalfiles, e.g.:
+
+```
+datafile-1-0000000001.ndf
+journalfile-1-0000000001.njf
+datafile-1-0000000002.ndf
+journalfile-1-0000000002.njf
+datafile-1-0000000003.ndf
+journalfile-1-0000000003.njf
+...
+```
+
+They are located under their host's cache directory in the directory `./dbengine`
+(e.g. for localhost the default location is `/var/cache/netdata/dbengine/*`). The higher
+numbered filenames contain more recent metric data. The user can safely delete some pairs
+of files when netdata is stopped to manually free up some space.
+
+*Users should* **back up** *their `./dbengine` folders if they consider this data to be important.*
+
+## Configuration
+
+There is one DB engine instance per netdata host/node. That is, there is one `./dbengine` folder
+per node, and all charts of `dbengine` memory mode in such a host share the same storage space
+and DB engine instance memory state. You can select the memory mode for localhost by editing
+netdata.conf and setting:
+
+```
+[global]
+ memory mode = dbengine
+```
+
+For setting the memory mode for the rest of the nodes you should look at
+[streaming](../../streaming/).
+
+The `history` configuration option is meaningless for `memory mode = dbengine` and is ignored
+for any metrics being stored in the DB engine.
+
+All DB engine instances, for localhost and all other streaming recipient nodes inherit their
+configuration from `netdata.conf`:
+
+```
+[global]
+ page cache size = 32
+ dbengine disk space = 256
+```
+
+The above values are the default and minimum values for Page Cache size and DB engine disk space
+quota. Both numbers are in **MiB**. All DB engine instances will allocate the configured resources
+separately.
+
+The `page cache size` option determines the amount of RAM in **MiB** that is dedicated to caching
+netdata metric values themselves.
+
+The `dbengine disk space` option determines the amount of disk space in **MiB** that is dedicated
+to storing netdata metric values and all related metadata describing them.
+
+## Operation
+
+The DB engine stores chart metric values in 4096-byte pages in memory. Each chart dimension gets
+its own page to store consecutive values generated from the data collectors. Those pages comprise
+the **Page Cache**.
+
+When those pages fill up they are slowly compressed and flushed to disk.
+It can take `4096 / 4 = 1024 seconds = 17 minutes`, for a chart dimension that is being collected
+every 1 second, to fill a page. Pages can be cut short when we stop netdata or the DB engine
+instance so as to not lose the data. When we query the DB engine for data we trigger disk read
+I/O requests that fill the Page Cache with the requested pages and potentially evict cold
+(not recently used) pages.
+
+When the disk quota is exceeded the oldest values are removed from the DB engine at real time, by
+automatically deleting the oldest datafile and journalfile pair. Any corresponding pages residing
+in the Page Cache will also be invalidated and removed. The DB engine logic will try to maintain
+between 10 and 20 file pairs at any point in time.
+
+The Database Engine uses direct I/O to avoid polluting the OS filesystem caches and does not
+generate excessive I/O traffic so as to create the minimum possible interference with other
+applications.
+
+## Memory requirements
+
+Using memory mode `dbengine` we can overcome most memory restrictions and store a dataset that
+is much larger than the available memory.
+
+There are explicit memory requirements **per** DB engine **instance**, meaning **per** netdata
+**node** (e.g. localhost and streaming recipient nodes):
+
+- `page cache size` must be at least `#dimensions-being-collected x 4096 x 2` bytes.
+
+- an additional `#pages-on-disk x 4096 x 0.06` bytes of RAM are allocated for metadata.
+
+ - roughly speaking this is 6% of the uncompressed disk space taken by the DB files.
+
+ - for very highly compressible data (compression ratio > 90%) this RAM overhead
+ is comparable to the disk space footprint.
+
+An important observation is that RAM usage depends on both the `page cache size` and the
+`dbengine disk space` options.
+
+[![analytics](https://www.google-analytics.com/collect?v=1&aip=1&t=pageview&_s=1&ds=github&dr=https%3A%2F%2Fgithub.com%2Fnetdata%2Fnetdata&dl=https%3A%2F%2Fmy-netdata.io%2Fgithub%2Fdatabase%2Fengine%2FREADME&_u=MAC~&cid=5792dfd7-8dc4-476b-af31-da2fdb9f93d2&tid=UA-64295674-3)]()