kudu-commits mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From mpe...@apache.org
Subject [kudu] 01/03: [docs] Add docs for rack/location-awareness
Date Thu, 17 Jan 2019 19:06:52 GMT
This is an automated email from the ASF dual-hosted git repository.

mpercy pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/kudu.git

commit 6b9719cb48b4c8b932fadd0f37299179b03b9f32
Author: Will Berkeley <wdberkeley@gmail.org>
AuthorDate: Fri Jan 11 12:01:06 2019 -0800

    [docs] Add docs for rack/location-awareness
    I stuck to the name "rack-awareness" throughout, preferring it to the
    term we have used internally, "location-awareness", because even though
    the latter term is more technically correct, the former is the more
    typical and colloquial name for this sort of thing.
    These docs borrow heavily from the WIP blog post written by Alexey.
    Change-Id: I505b7fd545a4253170a5b7cac63c33e7d9669490
    Reviewed-on: http://gerrit.cloudera.org:8080/12219
    Tested-by: Kudu Jenkins
    Reviewed-by: Andrew Wong <awong@cloudera.com>
 docs/administration.adoc | 100 +++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 100 insertions(+)

diff --git a/docs/administration.adoc b/docs/administration.adoc
index 40690b2..ce3afad 100644
--- a/docs/administration.adoc
+++ b/docs/administration.adoc
@@ -202,6 +202,82 @@ format exposed by the HTTP endpoint above.
 The frequency with which metrics are dumped to the diagnostics log is configured using the
 `--metrics_log_interval_ms` flag. By default, Kudu logs metrics every 60 seconds.
+== Rack Awareness
+As of version 1.9, Kudu supports a rack awareness feature. Kudu's ordinary
+re-replication methods ensure the availability of the cluster in the event of a
+single node failure. However, clusters can be vulnerable to correlated failures
+of multiple nodes. For example, all of the physical hosts on the same rack in
+a datacenter may become unavailable simultaneously if the top-of-rack switch
+fails. Kudu's rack awareness feature provides protection from some kinds of
+correlated failures, like the failure of a single rack in a datacenter.
+The first element of Kudu's rack awareness feature is location assignment. When
+a tablet server or client registers with a master, the master assigns it a
+location. A location is a `/`-separated string that begins with a `/` and where
+each `/`-separated component consists of characters from the set
+`[a-zA-Z0-9_-.]`. For example, `/dc-0/rack-09` is a valid location, while
+`rack-04` and `/rack=1` are not valid locations. Thus location strings resemble
+absolute UNIX file paths where characters in directory and file names are
+restricted to the set `[a-zA-Z0-9_-.]`. Presently, Kudu does not use the
+hierarchical structure of locations, but it may in the future. Location
+assignment is done by a user-provided command, whose path should be specified
+using the `--location_mapping_cmd` master flag. The command should take a single
+argument, the IP address or hostname of a tablet server or client, and return
+the location for the tablet server or client. Make sure that all Kudu masters
+are using the same location mapping command.
+The second element of Kudu's rack awareness feature is the placement policy,
+which is
+  Do not place a majority of replicas of a tablet on tablet servers in the same location.
+The leader master, when placing newly created replicas on tablet servers and
+when re-replicating existing tablets, will attempt to place the replicas in a
+way that complies with the placement policy. For example, in a cluster with five
+tablet servers `A`, `B`, `C`, `D`, and `E`, with respective locations `/L0`,
+`/L0`, `/L1`, `/L1`, `/L2`, to comply with the placement policy a new 3x
+replicated tablet could have its replicas placed on `A`, `C`, and `E`, but not
+on `A`, `B`, and `C`, because then the tablet would have 2/3 replicas in
+location `/L0`. As another example, if a tablet has replicas on tablet servers
+`A`, `C`, and `E`, and then `C` fails, the replacement replica must be placed on
+`D` in order to comply with the placement policy.
+In the case where it is impossible to place replicas in a way that complies with
+the placement policy, Kudu will violate the policy and place a replica anyway.
+For example, using the setup described in the previous paragraph, if a tablet
+has replicas on tablet servers `A`, `C`, and `E`, and then `E` fails, Kudu will
+re-replicate the tablet onto one of `B` or `D`, violating the placement policy,
+rather than leaving the tablet under-replicated indefinitely. The
+`kudu cluster rebalance` tool can reestablish the placement policy if it is
+possible to do so. The `kudu cluster rebalance` tool can also be used to
+establish the placement policy on a cluster if the cluster has just been
+configured to use the rack awareness feature and existing replicas need to be
+moved to comply with the placement policy. See
+<<rebalancer_tool_with_rack_awareness,running the tablet rebalancing tool on a rack-aware
+for more information.
+The third and final element of Kudu's rack awareness feature is the use of
+client locations to find "nearby" servers. As mentioned, the masters also
+assign a location to clients when they connect to the cluster. The client
+(whether Java, {cpp}, or Python) uses its own location and the locations of
+tablet servers in the cluster to prefer "nearby" replicas when scanning in
+`CLOSEST_REPLICA` mode. Clients choose replicas to scan in the following order:
+. Scan a replica on a tablet server on the same host, if there is one.
+. Scan a replica on a tablet server in the same location, if there is one.
+. Scan some replica.
+For example, using the cluster setup described above, if a client on the same
+host as tablet server `A` scans a tablet with replicas on tablet servers
+`A`, `C`, and `E` in `CLOSEST_REPLICA` mode, it will choose to scan from the
+replica on `A`, since the client and the replica on `A` are on the same host.
+If the client scans a tablet with replicas on tablet servers `B`, `C`, and `E`,
+it will choose to scan from the replica on `B`, since it is in the same
+location as the client, `/L0`. If there are multiple replicas meeting a
+criterion, one is chosen arbitrarily.
 == Common Kudu workflows
@@ -1261,6 +1337,30 @@ If the rebalancer is running against a cluster where rebalancing replication
 factor one tables is not supported, it will rebalance all the other tables
 and the cluster as if those singly-replicated tables did not exist.
+=== Running the tablet rebalancing tool on a rack-aware cluster
+As detailed in the <<rack_awareness, rack awareness>> section, it's possible
+to use the `kudu cluster rebalance` tool to establish the placement policy on a
+cluster. This might be necessary when the rack awareness feature is first
+configured or when re-replication violated the placement policy. The rebalancing
+tool breaks its work into three phases:
+. The rack-aware rebalancer tries to establish the placement policy. Use the
+  `--disable_policy_fixer` flag to skip this phase.
+. The rebalancer tries to balance load by location, moving tablet replicas
+  between locations in an attempt to spread tablet replicas among locations
+  evenly. The load of a location is measured as the total number of replicas in
+  the location divided by the number of tablet servers in the location. Use the
+  `--disable_cross_location_rebalancing` flag to skip this phase.
+. The rebalancer tries to balance the tablet replica distribution within each
+  location, as if the location were a cluster on its own. Use the
+  `--disable_intra_location_rebalancing` flag to skip this phase.
+By using the `--report_only` flag, it's also possible to check if all tablets in
+the cluster conform to the placement policy without attempting any replica
 === Decommissioning or Permanently Removing a Tablet Server From a Cluster

View raw message