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+Manually editing a CRUSH Map
+============================
+
+.. note:: Manually editing the CRUSH map is considered an advanced
+ administrator operation. All CRUSH changes that are
+ necessary for the overwhelming majority of installations are
+ possible via the standard ceph CLI and do not require manual
+ CRUSH map edits. If you have identified a use case where
+ manual edits *are* necessary, consider contacting the Ceph
+ developers so that future versions of Ceph can make this
+ unnecessary.
+
+To edit an existing CRUSH map:
+
+#. `Get the CRUSH map`_.
+#. `Decompile`_ the CRUSH map.
+#. Edit at least one of `Devices`_, `Buckets`_ and `Rules`_.
+#. `Recompile`_ the CRUSH map.
+#. `Set the CRUSH map`_.
+
+To activate CRUSH map rules for a specific pool, identify the common ruleset
+number for those rules and specify that ruleset number for the pool. See `Set
+Pool Values`_ for details.
+
+.. _Get the CRUSH map: #getcrushmap
+.. _Decompile: #decompilecrushmap
+.. _Devices: #crushmapdevices
+.. _Buckets: #crushmapbuckets
+.. _Rules: #crushmaprules
+.. _Recompile: #compilecrushmap
+.. _Set the CRUSH map: #setcrushmap
+.. _Set Pool Values: ../pools#setpoolvalues
+
+.. _getcrushmap:
+
+Get a CRUSH Map
+---------------
+
+To get the CRUSH map for your cluster, execute the following::
+
+ ceph osd getcrushmap -o {compiled-crushmap-filename}
+
+Ceph will output (-o) a compiled CRUSH map to the filename you specified. Since
+the CRUSH map is in a compiled form, you must decompile it first before you can
+edit it.
+
+.. _decompilecrushmap:
+
+Decompile a CRUSH Map
+---------------------
+
+To decompile a CRUSH map, execute the following::
+
+ crushtool -d {compiled-crushmap-filename} -o {decompiled-crushmap-filename}
+
+
+Sections
+--------
+
+There are six main sections to a CRUSH Map.
+
+#. **tunables:** The preamble at the top of the map described any *tunables*
+ for CRUSH behavior that vary from the historical/legacy CRUSH behavior. These
+ correct for old bugs, optimizations, or other changes in behavior that have
+ been made over the years to improve CRUSH's behavior.
+
+#. **devices:** Devices are individual ``ceph-osd`` daemons that can
+ store data.
+
+#. **types**: Bucket ``types`` define the types of buckets used in
+ your CRUSH hierarchy. Buckets consist of a hierarchical aggregation
+ of storage locations (e.g., rows, racks, chassis, hosts, etc.) and
+ their assigned weights.
+
+#. **buckets:** Once you define bucket types, you must define each node
+ in the hierarchy, its type, and which devices or other nodes it
+ containes.
+
+#. **rules:** Rules define policy about how data is distributed across
+ devices in the hierarchy.
+
+#. **choose_args:** Choose_args are alternative weights associated with
+ the hierarchy that have been adjusted to optimize data placement. A single
+ choose_args map can be used for the entire cluster, or one can be
+ created for each individual pool.
+
+
+.. _crushmapdevices:
+
+CRUSH Map Devices
+-----------------
+
+Devices are individual ``ceph-osd`` daemons that can store data. You
+will normally have one defined here for each OSD daemon in your
+cluster. Devices are identified by an id (a non-negative integer) and
+a name, normally ``osd.N`` where ``N`` is the device id.
+
+Devices may also have a *device class* associated with them (e.g.,
+``hdd`` or ``ssd``), allowing them to be conveniently targetted by a
+crush rule.
+
+::
+
+ # devices
+ device {num} {osd.name} [class {class}]
+
+For example::
+
+ # devices
+ device 0 osd.0 class ssd
+ device 1 osd.1 class hdd
+ device 2 osd.2
+ device 3 osd.3
+
+In most cases, each device maps to a single ``ceph-osd`` daemon. This
+is normally a single storage device, a pair of devices (for example,
+one for data and one for a journal or metadata), or in some cases a
+small RAID device.
+
+
+
+
+
+CRUSH Map Bucket Types
+----------------------
+
+The second list in the CRUSH map defines 'bucket' types. Buckets facilitate
+a hierarchy of nodes and leaves. Node (or non-leaf) buckets typically represent
+physical locations in a hierarchy. Nodes aggregate other nodes or leaves.
+Leaf buckets represent ``ceph-osd`` daemons and their corresponding storage
+media.
+
+.. tip:: The term "bucket" used in the context of CRUSH means a node in
+ the hierarchy, i.e. a location or a piece of physical hardware. It
+ is a different concept from the term "bucket" when used in the
+ context of RADOS Gateway APIs.
+
+To add a bucket type to the CRUSH map, create a new line under your list of
+bucket types. Enter ``type`` followed by a unique numeric ID and a bucket name.
+By convention, there is one leaf bucket and it is ``type 0``; however, you may
+give it any name you like (e.g., osd, disk, drive, storage, etc.)::
+
+ #types
+ type {num} {bucket-name}
+
+For example::
+
+ # types
+ type 0 osd
+ type 1 host
+ type 2 chassis
+ type 3 rack
+ type 4 row
+ type 5 pdu
+ type 6 pod
+ type 7 room
+ type 8 datacenter
+ type 9 region
+ type 10 root
+
+
+
+.. _crushmapbuckets:
+
+CRUSH Map Bucket Hierarchy
+--------------------------
+
+The CRUSH algorithm distributes data objects among storage devices according
+to a per-device weight value, approximating a uniform probability distribution.
+CRUSH distributes objects and their replicas according to the hierarchical
+cluster map you define. Your CRUSH map represents the available storage
+devices and the logical elements that contain them.
+
+To map placement groups to OSDs across failure domains, a CRUSH map defines a
+hierarchical list of bucket types (i.e., under ``#types`` in the generated CRUSH
+map). The purpose of creating a bucket hierarchy is to segregate the
+leaf nodes by their failure domains, such as hosts, chassis, racks, power
+distribution units, pods, rows, rooms, and data centers. With the exception of
+the leaf nodes representing OSDs, the rest of the hierarchy is arbitrary, and
+you may define it according to your own needs.
+
+We recommend adapting your CRUSH map to your firms's hardware naming conventions
+and using instances names that reflect the physical hardware. Your naming
+practice can make it easier to administer the cluster and troubleshoot
+problems when an OSD and/or other hardware malfunctions and the administrator
+need access to physical hardware.
+
+In the following example, the bucket hierarchy has a leaf bucket named ``osd``,
+and two node buckets named ``host`` and ``rack`` respectively.
+
+.. ditaa::
+ +-----------+
+ | {o}rack |
+ | Bucket |
+ +-----+-----+
+ |
+ +---------------+---------------+
+ | |
+ +-----+-----+ +-----+-----+
+ | {o}host | | {o}host |
+ | Bucket | | Bucket |
+ +-----+-----+ +-----+-----+
+ | |
+ +-------+-------+ +-------+-------+
+ | | | |
+ +-----+-----+ +-----+-----+ +-----+-----+ +-----+-----+
+ | osd | | osd | | osd | | osd |
+ | Bucket | | Bucket | | Bucket | | Bucket |
+ +-----------+ +-----------+ +-----------+ +-----------+
+
+.. note:: The higher numbered ``rack`` bucket type aggregates the lower
+ numbered ``host`` bucket type.
+
+Since leaf nodes reflect storage devices declared under the ``#devices`` list
+at the beginning of the CRUSH map, you do not need to declare them as bucket
+instances. The second lowest bucket type in your hierarchy usually aggregates
+the devices (i.e., it's usually the computer containing the storage media, and
+uses whatever term you prefer to describe it, such as "node", "computer",
+"server," "host", "machine", etc.). In high density environments, it is
+increasingly common to see multiple hosts/nodes per chassis. You should account
+for chassis failure too--e.g., the need to pull a chassis if a node fails may
+result in bringing down numerous hosts/nodes and their OSDs.
+
+When declaring a bucket instance, you must specify its type, give it a unique
+name (string), assign it a unique ID expressed as a negative integer (optional),
+specify a weight relative to the total capacity/capability of its item(s),
+specify the bucket algorithm (usually ``straw``), and the hash (usually ``0``,
+reflecting hash algorithm ``rjenkins1``). A bucket may have one or more items.
+The items may consist of node buckets or leaves. Items may have a weight that
+reflects the relative weight of the item.
+
+You may declare a node bucket with the following syntax::
+
+ [bucket-type] [bucket-name] {
+ id [a unique negative numeric ID]
+ weight [the relative capacity/capability of the item(s)]
+ alg [the bucket type: uniform | list | tree | straw ]
+ hash [the hash type: 0 by default]
+ item [item-name] weight [weight]
+ }
+
+For example, using the diagram above, we would define two host buckets
+and one rack bucket. The OSDs are declared as items within the host buckets::
+
+ host node1 {
+ id -1
+ alg straw
+ hash 0
+ item osd.0 weight 1.00
+ item osd.1 weight 1.00
+ }
+
+ host node2 {
+ id -2
+ alg straw
+ hash 0
+ item osd.2 weight 1.00
+ item osd.3 weight 1.00
+ }
+
+ rack rack1 {
+ id -3
+ alg straw
+ hash 0
+ item node1 weight 2.00
+ item node2 weight 2.00
+ }
+
+.. note:: In the foregoing example, note that the rack bucket does not contain
+ any OSDs. Rather it contains lower level host buckets, and includes the
+ sum total of their weight in the item entry.
+
+.. topic:: Bucket Types
+
+ Ceph supports four bucket types, each representing a tradeoff between
+ performance and reorganization efficiency. If you are unsure of which bucket
+ type to use, we recommend using a ``straw`` bucket. For a detailed
+ discussion of bucket types, refer to
+ `CRUSH - Controlled, Scalable, Decentralized Placement of Replicated Data`_,
+ and more specifically to **Section 3.4**. The bucket types are:
+
+ #. **Uniform:** Uniform buckets aggregate devices with **exactly** the same
+ weight. For example, when firms commission or decommission hardware, they
+ typically do so with many machines that have exactly the same physical
+ configuration (e.g., bulk purchases). When storage devices have exactly
+ the same weight, you may use the ``uniform`` bucket type, which allows
+ CRUSH to map replicas into uniform buckets in constant time. With
+ non-uniform weights, you should use another bucket algorithm.
+
+ #. **List**: List buckets aggregate their content as linked lists. Based on
+ the :abbr:`RUSH (Replication Under Scalable Hashing)` :sub:`P` algorithm,
+ a list is a natural and intuitive choice for an **expanding cluster**:
+ either an object is relocated to the newest device with some appropriate
+ probability, or it remains on the older devices as before. The result is
+ optimal data migration when items are added to the bucket. Items removed
+ from the middle or tail of the list, however, can result in a significant
+ amount of unnecessary movement, making list buckets most suitable for
+ circumstances in which they **never (or very rarely) shrink**.
+
+ #. **Tree**: Tree buckets use a binary search tree. They are more efficient
+ than list buckets when a bucket contains a larger set of items. Based on
+ the :abbr:`RUSH (Replication Under Scalable Hashing)` :sub:`R` algorithm,
+ tree buckets reduce the placement time to O(log :sub:`n`), making them
+ suitable for managing much larger sets of devices or nested buckets.
+
+ #. **Straw:** List and Tree buckets use a divide and conquer strategy
+ in a way that either gives certain items precedence (e.g., those
+ at the beginning of a list) or obviates the need to consider entire
+ subtrees of items at all. That improves the performance of the replica
+ placement process, but can also introduce suboptimal reorganization
+ behavior when the contents of a bucket change due an addition, removal,
+ or re-weighting of an item. The straw bucket type allows all items to
+ fairly “compete” against each other for replica placement through a
+ process analogous to a draw of straws.
+
+.. topic:: Hash
+
+ Each bucket uses a hash algorithm. Currently, Ceph supports ``rjenkins1``.
+ Enter ``0`` as your hash setting to select ``rjenkins1``.
+
+
+.. _weightingbucketitems:
+
+.. topic:: Weighting Bucket Items
+
+ Ceph expresses bucket weights as doubles, which allows for fine
+ weighting. A weight is the relative difference between device capacities. We
+ recommend using ``1.00`` as the relative weight for a 1TB storage device.
+ In such a scenario, a weight of ``0.5`` would represent approximately 500GB,
+ and a weight of ``3.00`` would represent approximately 3TB. Higher level
+ buckets have a weight that is the sum total of the leaf items aggregated by
+ the bucket.
+
+ A bucket item weight is one dimensional, but you may also calculate your
+ item weights to reflect the performance of the storage drive. For example,
+ if you have many 1TB drives where some have relatively low data transfer
+ rate and the others have a relatively high data transfer rate, you may
+ weight them differently, even though they have the same capacity (e.g.,
+ a weight of 0.80 for the first set of drives with lower total throughput,
+ and 1.20 for the second set of drives with higher total throughput).
+
+
+.. _crushmaprules:
+
+CRUSH Map Rules
+---------------
+
+CRUSH maps support the notion of 'CRUSH rules', which are the rules that
+determine data placement for a pool. For large clusters, you will likely create
+many pools where each pool may have its own CRUSH ruleset and rules. The default
+CRUSH map has a rule for each pool, and one ruleset assigned to each of the
+default pools.
+
+.. note:: In most cases, you will not need to modify the default rules. When
+ you create a new pool, its default ruleset is ``0``.
+
+
+CRUSH rules define placement and replication strategies or distribution policies
+that allow you to specify exactly how CRUSH places object replicas. For
+example, you might create a rule selecting a pair of targets for 2-way
+mirroring, another rule for selecting three targets in two different data
+centers for 3-way mirroring, and yet another rule for erasure coding over six
+storage devices. For a detailed discussion of CRUSH rules, refer to
+`CRUSH - Controlled, Scalable, Decentralized Placement of Replicated Data`_,
+and more specifically to **Section 3.2**.
+
+A rule takes the following form::
+
+ rule <rulename> {
+
+ ruleset <ruleset>
+ type [ replicated | erasure ]
+ min_size <min-size>
+ max_size <max-size>
+ step take <bucket-name> [class <device-class>]
+ step [choose|chooseleaf] [firstn|indep] <N> <bucket-type>
+ step emit
+ }
+
+
+``ruleset``
+
+:Description: A means of classifying a rule as belonging to a set of rules.
+ Activated by `setting the ruleset in a pool`_.
+
+:Purpose: A component of the rule mask.
+:Type: Integer
+:Required: Yes
+:Default: 0
+
+.. _setting the ruleset in a pool: ../pools#setpoolvalues
+
+
+``type``
+
+:Description: Describes a rule for either a storage drive (replicated)
+ or a RAID.
+
+:Purpose: A component of the rule mask.
+:Type: String
+:Required: Yes
+:Default: ``replicated``
+:Valid Values: Currently only ``replicated`` and ``erasure``
+
+``min_size``
+
+:Description: If a pool makes fewer replicas than this number, CRUSH will
+ **NOT** select this rule.
+
+:Type: Integer
+:Purpose: A component of the rule mask.
+:Required: Yes
+:Default: ``1``
+
+``max_size``
+
+:Description: If a pool makes more replicas than this number, CRUSH will
+ **NOT** select this rule.
+
+:Type: Integer
+:Purpose: A component of the rule mask.
+:Required: Yes
+:Default: 10
+
+
+``step take <bucket-name> [class <device-class>]``
+
+:Description: Takes a bucket name, and begins iterating down the tree.
+ If the ``device-class`` is specified, it must match
+ a class previously used when defining a device. All
+ devices that do not belong to the class are excluded.
+:Purpose: A component of the rule.
+:Required: Yes
+:Example: ``step take data``
+
+
+``step choose firstn {num} type {bucket-type}``
+
+:Description: Selects the number of buckets of the given type. The number is
+ usually the number of replicas in the pool (i.e., pool size).
+
+ - If ``{num} == 0``, choose ``pool-num-replicas`` buckets (all available).
+ - If ``{num} > 0 && < pool-num-replicas``, choose that many buckets.
+ - If ``{num} < 0``, it means ``pool-num-replicas - {num}``.
+
+:Purpose: A component of the rule.
+:Prerequisite: Follows ``step take`` or ``step choose``.
+:Example: ``step choose firstn 1 type row``
+
+
+``step chooseleaf firstn {num} type {bucket-type}``
+
+:Description: Selects a set of buckets of ``{bucket-type}`` and chooses a leaf
+ node from the subtree of each bucket in the set of buckets. The
+ number of buckets in the set is usually the number of replicas in
+ the pool (i.e., pool size).
+
+ - If ``{num} == 0``, choose ``pool-num-replicas`` buckets (all available).
+ - If ``{num} > 0 && < pool-num-replicas``, choose that many buckets.
+ - If ``{num} < 0``, it means ``pool-num-replicas - {num}``.
+
+:Purpose: A component of the rule. Usage removes the need to select a device using two steps.
+:Prerequisite: Follows ``step take`` or ``step choose``.
+:Example: ``step chooseleaf firstn 0 type row``
+
+
+
+``step emit``
+
+:Description: Outputs the current value and empties the stack. Typically used
+ at the end of a rule, but may also be used to pick from different
+ trees in the same rule.
+
+:Purpose: A component of the rule.
+:Prerequisite: Follows ``step choose``.
+:Example: ``step emit``
+
+.. important:: To activate one or more rules with a common ruleset number to a
+ pool, set the ruleset number of the pool.
+
+
+Placing Different Pools on Different OSDS:
+==========================================
+
+Suppose you want to have most pools default to OSDs backed by large hard drives,
+but have some pools mapped to OSDs backed by fast solid-state drives (SSDs).
+It's possible to have multiple independent CRUSH hierarchies within the same
+CRUSH map. Define two hierarchies with two different root nodes--one for hard
+disks (e.g., "root platter") and one for SSDs (e.g., "root ssd") as shown
+below::
+
+ device 0 osd.0
+ device 1 osd.1
+ device 2 osd.2
+ device 3 osd.3
+ device 4 osd.4
+ device 5 osd.5
+ device 6 osd.6
+ device 7 osd.7
+
+ host ceph-osd-ssd-server-1 {
+ id -1
+ alg straw
+ hash 0
+ item osd.0 weight 1.00
+ item osd.1 weight 1.00
+ }
+
+ host ceph-osd-ssd-server-2 {
+ id -2
+ alg straw
+ hash 0
+ item osd.2 weight 1.00
+ item osd.3 weight 1.00
+ }
+
+ host ceph-osd-platter-server-1 {
+ id -3
+ alg straw
+ hash 0
+ item osd.4 weight 1.00
+ item osd.5 weight 1.00
+ }
+
+ host ceph-osd-platter-server-2 {
+ id -4
+ alg straw
+ hash 0
+ item osd.6 weight 1.00
+ item osd.7 weight 1.00
+ }
+
+ root platter {
+ id -5
+ alg straw
+ hash 0
+ item ceph-osd-platter-server-1 weight 2.00
+ item ceph-osd-platter-server-2 weight 2.00
+ }
+
+ root ssd {
+ id -6
+ alg straw
+ hash 0
+ item ceph-osd-ssd-server-1 weight 2.00
+ item ceph-osd-ssd-server-2 weight 2.00
+ }
+
+ rule data {
+ ruleset 0
+ type replicated
+ min_size 2
+ max_size 2
+ step take platter
+ step chooseleaf firstn 0 type host
+ step emit
+ }
+
+ rule metadata {
+ ruleset 1
+ type replicated
+ min_size 0
+ max_size 10
+ step take platter
+ step chooseleaf firstn 0 type host
+ step emit
+ }
+
+ rule rbd {
+ ruleset 2
+ type replicated
+ min_size 0
+ max_size 10
+ step take platter
+ step chooseleaf firstn 0 type host
+ step emit
+ }
+
+ rule platter {
+ ruleset 3
+ type replicated
+ min_size 0
+ max_size 10
+ step take platter
+ step chooseleaf firstn 0 type host
+ step emit
+ }
+
+ rule ssd {
+ ruleset 4
+ type replicated
+ min_size 0
+ max_size 4
+ step take ssd
+ step chooseleaf firstn 0 type host
+ step emit
+ }
+
+ rule ssd-primary {
+ ruleset 5
+ type replicated
+ min_size 5
+ max_size 10
+ step take ssd
+ step chooseleaf firstn 1 type host
+ step emit
+ step take platter
+ step chooseleaf firstn -1 type host
+ step emit
+ }
+
+You can then set a pool to use the SSD rule by::
+
+ ceph osd pool set <poolname> crush_ruleset 4
+
+Similarly, using the ``ssd-primary`` rule will cause each placement group in the
+pool to be placed with an SSD as the primary and platters as the replicas.
+
+
+Tuning CRUSH, the hard way
+--------------------------
+
+If you can ensure that all clients are running recent code, you can
+adjust the tunables by extracting the CRUSH map, modifying the values,
+and reinjecting it into the cluster.
+
+* Extract the latest CRUSH map::
+
+ ceph osd getcrushmap -o /tmp/crush
+
+* Adjust tunables. These values appear to offer the best behavior
+ for both large and small clusters we tested with. You will need to
+ additionally specify the ``--enable-unsafe-tunables`` argument to
+ ``crushtool`` for this to work. Please use this option with
+ extreme care.::
+
+ crushtool -i /tmp/crush --set-choose-local-tries 0 --set-choose-local-fallback-tries 0 --set-choose-total-tries 50 -o /tmp/crush.new
+
+* Reinject modified map::
+
+ ceph osd setcrushmap -i /tmp/crush.new
+
+Legacy values
+-------------
+
+For reference, the legacy values for the CRUSH tunables can be set
+with::
+
+ crushtool -i /tmp/crush --set-choose-local-tries 2 --set-choose-local-fallback-tries 5 --set-choose-total-tries 19 --set-chooseleaf-descend-once 0 --set-chooseleaf-vary-r 0 -o /tmp/crush.legacy
+
+Again, the special ``--enable-unsafe-tunables`` option is required.
+Further, as noted above, be careful running old versions of the
+``ceph-osd`` daemon after reverting to legacy values as the feature
+bit is not perfectly enforced.