======================== mClock Config Reference ======================== .. index:: mclock; configuration QoS support in Ceph is implemented using a queuing scheduler based on `the dmClock algorithm`_. See :ref:`dmclock-qos` section for more details. To make the usage of mclock more user-friendly and intuitive, mclock config profiles are introduced. The mclock profiles mask the low level details from users, making it easier to configure and use mclock. The following input parameters are required for a mclock profile to configure the QoS related parameters: * total capacity (IOPS) of each OSD (determined automatically - See `OSD Capacity Determination (Automated)`_) * the max sequential bandwidth capacity (MiB/s) of each OSD - See *osd_mclock_max_sequential_bandwidth_[hdd|ssd]* option * an mclock profile type to enable Using the settings in the specified profile, an OSD determines and applies the lower-level mclock and Ceph parameters. The parameters applied by the mclock profile make it possible to tune the QoS between client I/O and background operations in the OSD. .. index:: mclock; mclock clients mClock Client Types =================== The mclock scheduler handles requests from different types of Ceph services. Each service can be considered as a type of client from mclock's perspective. Depending on the type of requests handled, mclock clients are classified into the buckets as shown in the table below, +------------------------+--------------------------------------------------------------+ | Client Type | Request Types | +========================+==============================================================+ | Client | I/O requests issued by external clients of Ceph | +------------------------+--------------------------------------------------------------+ | Background recovery | Internal recovery requests | +------------------------+--------------------------------------------------------------+ | Background best-effort | Internal backfill, scrub, snap trim and PG deletion requests | +------------------------+--------------------------------------------------------------+ The mclock profiles allocate parameters like reservation, weight and limit (see :ref:`dmclock-qos`) differently for each client type. The next sections describe the mclock profiles in greater detail. .. index:: mclock; profile definition mClock Profiles - Definition and Purpose ======================================== A mclock profile is *“a configuration setting that when applied on a running Ceph cluster enables the throttling of the operations(IOPS) belonging to different client classes (background recovery, scrub, snaptrim, client op, osd subop)”*. The mclock profile uses the capacity limits and the mclock profile type selected by the user to determine the low-level mclock resource control configuration parameters and apply them transparently. Additionally, other Ceph configuration parameters are also applied. Please see sections below for more information. The low-level mclock resource control parameters are the *reservation*, *limit*, and *weight* that provide control of the resource shares, as described in the :ref:`dmclock-qos` section. .. index:: mclock; profile types mClock Profile Types ==================== mclock profiles can be broadly classified into *built-in* and *custom* profiles, Built-in Profiles ----------------- Users can choose between the following built-in profile types: .. note:: The values mentioned in the tables below represent the proportion of the total IOPS capacity of the OSD allocated for the service type. * balanced (default) * high_client_ops * high_recovery_ops balanced (*default*) ^^^^^^^^^^^^^^^^^^^^ The *balanced* profile is the default mClock profile. This profile allocates equal reservation/priority to client operations and background recovery operations. Background best-effort ops are given lower reservation and therefore take a longer time to complete when are are competing operations. This profile helps meet the normal/steady-state requirements of the cluster. This is the case when external client performance requirement is not critical and there are other background operations that still need attention within the OSD. But there might be instances that necessitate giving higher allocations to either client ops or recovery ops. In order to deal with such a situation, the alternate built-in profiles may be enabled by following the steps mentioned in next sections. +------------------------+-------------+--------+-------+ | Service Type | Reservation | Weight | Limit | +========================+=============+========+=======+ | client | 50% | 1 | MAX | +------------------------+-------------+--------+-------+ | background recovery | 50% | 1 | MAX | +------------------------+-------------+--------+-------+ | background best-effort | MIN | 1 | 90% | +------------------------+-------------+--------+-------+ high_client_ops ^^^^^^^^^^^^^^^ This profile optimizes client performance over background activities by allocating more reservation and limit to client operations as compared to background operations in the OSD. This profile, for example, may be enabled to provide the needed performance for I/O intensive applications for a sustained period of time at the cost of slower recoveries. The table shows the resource control parameters set by the profile: +------------------------+-------------+--------+-------+ | Service Type | Reservation | Weight | Limit | +========================+=============+========+=======+ | client | 60% | 2 | MAX | +------------------------+-------------+--------+-------+ | background recovery | 40% | 1 | MAX | +------------------------+-------------+--------+-------+ | background best-effort | MIN | 1 | 70% | +------------------------+-------------+--------+-------+ high_recovery_ops ^^^^^^^^^^^^^^^^^ This profile optimizes background recovery performance as compared to external clients and other background operations within the OSD. This profile, for example, may be enabled by an administrator temporarily to speed-up background recoveries during non-peak hours. The table shows the resource control parameters set by the profile: +------------------------+-------------+--------+-------+ | Service Type | Reservation | Weight | Limit | +========================+=============+========+=======+ | client | 30% | 1 | MAX | +------------------------+-------------+--------+-------+ | background recovery | 70% | 2 | MAX | +------------------------+-------------+--------+-------+ | background best-effort | MIN | 1 | MAX | +------------------------+-------------+--------+-------+ .. note:: Across the built-in profiles, internal background best-effort clients of mclock include "backfill", "scrub", "snap trim", and "pg deletion" operations. Custom Profile -------------- This profile gives users complete control over all the mclock configuration parameters. This profile should be used with caution and is meant for advanced users, who understand mclock and Ceph related configuration options. .. index:: mclock; built-in profiles mClock Built-in Profiles - Locked Config Options ================================================= The below sections describe the config options that are locked to certain values in order to ensure mClock scheduler is able to provide predictable QoS. mClock Config Options --------------------- .. important:: These defaults cannot be changed using any of the config subsytem commands like *config set* or via the *config daemon* or *config tell* interfaces. Although the above command(s) report success, the mclock QoS parameters are reverted to their respective built-in profile defaults. When a built-in profile is enabled, the mClock scheduler calculates the low level mclock parameters [*reservation*, *weight*, *limit*] based on the profile enabled for each client type. The mclock parameters are calculated based on the max OSD capacity provided beforehand. As a result, the following mclock config parameters cannot be modified when using any of the built-in profiles: - :confval:`osd_mclock_scheduler_client_res` - :confval:`osd_mclock_scheduler_client_wgt` - :confval:`osd_mclock_scheduler_client_lim` - :confval:`osd_mclock_scheduler_background_recovery_res` - :confval:`osd_mclock_scheduler_background_recovery_wgt` - :confval:`osd_mclock_scheduler_background_recovery_lim` - :confval:`osd_mclock_scheduler_background_best_effort_res` - :confval:`osd_mclock_scheduler_background_best_effort_wgt` - :confval:`osd_mclock_scheduler_background_best_effort_lim` Recovery/Backfill Options ------------------------- .. warning:: The recommendation is to not change these options as the built-in profiles are optimized based on them. Changing these defaults can result in unexpected performance outcomes. The following recovery and backfill related Ceph options are overridden to mClock defaults: - :confval:`osd_max_backfills` - :confval:`osd_recovery_max_active` - :confval:`osd_recovery_max_active_hdd` - :confval:`osd_recovery_max_active_ssd` The following table shows the mClock defaults which is the same as the current defaults. This is done to maximize the performance of the foreground (client) operations: +----------------------------------------+------------------+----------------+ | Config Option | Original Default | mClock Default | +========================================+==================+================+ | :confval:`osd_max_backfills` | 1 | 1 | +----------------------------------------+------------------+----------------+ | :confval:`osd_recovery_max_active` | 0 | 0 | +----------------------------------------+------------------+----------------+ | :confval:`osd_recovery_max_active_hdd` | 3 | 3 | +----------------------------------------+------------------+----------------+ | :confval:`osd_recovery_max_active_ssd` | 10 | 10 | +----------------------------------------+------------------+----------------+ The above mClock defaults, can be modified only if necessary by enabling :confval:`osd_mclock_override_recovery_settings` (default: false). The steps for this is discussed in the `Steps to Modify mClock Max Backfills/Recovery Limits`_ section. Sleep Options ------------- If any mClock profile (including "custom") is active, the following Ceph config sleep options are disabled (set to 0), - :confval:`osd_recovery_sleep` - :confval:`osd_recovery_sleep_hdd` - :confval:`osd_recovery_sleep_ssd` - :confval:`osd_recovery_sleep_hybrid` - :confval:`osd_scrub_sleep` - :confval:`osd_delete_sleep` - :confval:`osd_delete_sleep_hdd` - :confval:`osd_delete_sleep_ssd` - :confval:`osd_delete_sleep_hybrid` - :confval:`osd_snap_trim_sleep` - :confval:`osd_snap_trim_sleep_hdd` - :confval:`osd_snap_trim_sleep_ssd` - :confval:`osd_snap_trim_sleep_hybrid` The above sleep options are disabled to ensure that mclock scheduler is able to determine when to pick the next op from its operation queue and transfer it to the operation sequencer. This results in the desired QoS being provided across all its clients. .. index:: mclock; enable built-in profile Steps to Enable mClock Profile ============================== As already mentioned, the default mclock profile is set to *balanced*. The other values for the built-in profiles include *high_client_ops* and *high_recovery_ops*. If there is a requirement to change the default profile, then the option :confval:`osd_mclock_profile` may be set during runtime by using the following command: .. prompt:: bash # ceph config set osd.N osd_mclock_profile For example, to change the profile to allow faster recoveries on "osd.0", the following command can be used to switch to the *high_recovery_ops* profile: .. prompt:: bash # ceph config set osd.0 osd_mclock_profile high_recovery_ops .. note:: The *custom* profile is not recommended unless you are an advanced user. And that's it! You are ready to run workloads on the cluster and check if the QoS requirements are being met. Switching Between Built-in and Custom Profiles ============================================== There may be situations requiring switching from a built-in profile to the *custom* profile and vice-versa. The following sections outline the steps to accomplish this. Steps to Switch From a Built-in to the Custom Profile ----------------------------------------------------- The following command can be used to switch to the *custom* profile: .. prompt:: bash # ceph config set osd osd_mclock_profile custom For example, to change the profile to *custom* on all OSDs, the following command can be used: .. prompt:: bash # ceph config set osd osd_mclock_profile custom After switching to the *custom* profile, the desired mClock configuration option may be modified. For example, to change the client reservation IOPS ratio for a specific OSD (say osd.0) to 0.5 (or 50%), the following command can be used: .. prompt:: bash # ceph config set osd.0 osd_mclock_scheduler_client_res 0.5 .. important:: Care must be taken to change the reservations of other services like recovery and background best effort accordingly to ensure that the sum of the reservations do not exceed the maximum proportion (1.0) of the IOPS capacity of the OSD. .. tip:: The reservation and limit parameter allocations are per-shard based on the type of backing device (HDD/SSD) under the OSD. See :confval:`osd_op_num_shards_hdd` and :confval:`osd_op_num_shards_ssd` for more details. Steps to Switch From the Custom Profile to a Built-in Profile ------------------------------------------------------------- Switching from the *custom* profile to a built-in profile requires an intermediate step of removing the custom settings from the central config database for the changes to take effect. The following sequence of commands can be used to switch to a built-in profile: #. Set the desired built-in profile using: .. prompt:: bash # ceph config set osd For example, to set the built-in profile to ``high_client_ops`` on all OSDs, run the following command: .. prompt:: bash # ceph config set osd osd_mclock_profile high_client_ops #. Determine the existing custom mClock configuration settings in the central config database using the following command: .. prompt:: bash # ceph config dump #. Remove the custom mClock configuration settings determined in the previous step from the central config database: .. prompt:: bash # ceph config rm osd For example, to remove the configuration option :confval:`osd_mclock_scheduler_client_res` that was set on all OSDs, run the following command: .. prompt:: bash # ceph config rm osd osd_mclock_scheduler_client_res #. After all existing custom mClock configuration settings have been removed from the central config database, the configuration settings pertaining to ``high_client_ops`` will come into effect. For e.g., to verify the settings on osd.0 use: .. prompt:: bash # ceph config show osd.0 Switch Temporarily Between mClock Profiles ------------------------------------------ To switch between mClock profiles on a temporary basis, the following commands may be used to override the settings: .. warning:: This section is for advanced users or for experimental testing. The recommendation is to not use the below commands on a running cluster as it could have unexpected outcomes. .. note:: The configuration changes on an OSD using the below commands are ephemeral and are lost when it restarts. It is also important to note that the config options overridden using the below commands cannot be modified further using the *ceph config set osd.N ...* command. The changes will not take effect until a given OSD is restarted. This is intentional, as per the config subsystem design. However, any further modification can still be made ephemerally using the commands mentioned below. #. Run the *injectargs* command as shown to override the mclock settings: .. prompt:: bash # ceph tell osd.N injectargs '--=' For example, the following command overrides the :confval:`osd_mclock_profile` option on osd.0: .. prompt:: bash # ceph tell osd.0 injectargs '--osd_mclock_profile=high_recovery_ops' #. An alternate command that can be used is: .. prompt:: bash # ceph daemon osd.N config set For example, the following command overrides the :confval:`osd_mclock_profile` option on osd.0: .. prompt:: bash # ceph daemon osd.0 config set osd_mclock_profile high_recovery_ops The individual QoS-related config options for the *custom* profile can also be modified ephemerally using the above commands. Steps to Modify mClock Max Backfills/Recovery Limits ==================================================== This section describes the steps to modify the default max backfills or recovery limits if the need arises. .. warning:: This section is for advanced users or for experimental testing. The recommendation is to retain the defaults as is on a running cluster as modifying them could have unexpected performance outcomes. The values may be modified only if the cluster is unable to cope/showing poor performance with the default settings or for performing experiments on a test cluster. .. important:: The max backfill/recovery options that can be modified are listed in section `Recovery/Backfill Options`_. The modification of the mClock default backfills/recovery limit is gated by the :confval:`osd_mclock_override_recovery_settings` option, which is set to *false* by default. Attempting to modify any default recovery/backfill limits without setting the gating option will reset that option back to the mClock defaults along with a warning message logged in the cluster log. Note that it may take a few seconds for the default value to come back into effect. Verify the limit using the *config show* command as shown below. #. Set the :confval:`osd_mclock_override_recovery_settings` config option on all osds to *true* using: .. prompt:: bash # ceph config set osd osd_mclock_override_recovery_settings true #. Set the desired max backfill/recovery option using: .. prompt:: bash # ceph config set osd osd_max_backfills For example, the following command modifies the :confval:`osd_max_backfills` option on all osds to 5. .. prompt:: bash # ceph config set osd osd_max_backfills 5 #. Wait for a few seconds and verify the running configuration for a specific OSD using: .. prompt:: bash # ceph config show osd.N | grep osd_max_backfills For example, the following command shows the running configuration of :confval:`osd_max_backfills` on osd.0. .. prompt:: bash # ceph config show osd.0 | grep osd_max_backfills #. Reset the :confval:`osd_mclock_override_recovery_settings` config option on all osds to *false* using: .. prompt:: bash # ceph config set osd osd_mclock_override_recovery_settings false OSD Capacity Determination (Automated) ====================================== The OSD capacity in terms of total IOPS is determined automatically during OSD initialization. This is achieved by running the OSD bench tool and overriding the default value of ``osd_mclock_max_capacity_iops_[hdd, ssd]`` option depending on the device type. No other action/input is expected from the user to set the OSD capacity. .. note:: If you wish to manually benchmark OSD(s) or manually tune the Bluestore throttle parameters, see section `Steps to Manually Benchmark an OSD (Optional)`_. You may verify the capacity of an OSD after the cluster is brought up by using the following command: .. prompt:: bash # ceph config show osd.N osd_mclock_max_capacity_iops_[hdd, ssd] For example, the following command shows the max capacity for "osd.0" on a Ceph node whose underlying device type is SSD: .. prompt:: bash # ceph config show osd.0 osd_mclock_max_capacity_iops_ssd Mitigation of Unrealistic OSD Capacity From Automated Test ---------------------------------------------------------- In certain conditions, the OSD bench tool may show unrealistic/inflated result depending on the drive configuration and other environment related conditions. To mitigate the performance impact due to this unrealistic capacity, a couple of threshold config options depending on the osd's device type are defined and used: - :confval:`osd_mclock_iops_capacity_threshold_hdd` = 500 - :confval:`osd_mclock_iops_capacity_threshold_ssd` = 80000 The following automated step is performed: Fallback to using default OSD capacity (automated) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ If OSD bench reports a measurement that exceeds the above threshold values depending on the underlying device type, the fallback mechanism reverts to the default value of :confval:`osd_mclock_max_capacity_iops_hdd` or :confval:`osd_mclock_max_capacity_iops_ssd`. The threshold config options can be reconfigured based on the type of drive used. Additionally, a cluster warning is logged in case the measurement exceeds the threshold. For example, :: 2022-10-27T15:30:23.270+0000 7f9b5dbe95c0 0 log_channel(cluster) log [WRN] : OSD bench result of 39546.479392 IOPS exceeded the threshold limit of 25000.000000 IOPS for osd.1. IOPS capacity is unchanged at 21500.000000 IOPS. The recommendation is to establish the osd's IOPS capacity using other benchmark tools (e.g. Fio) and then override osd_mclock_max_capacity_iops_[hdd|ssd]. If the default capacity doesn't accurately represent the OSD's capacity, the following additional step is recommended to address this: Run custom drive benchmark if defaults are not accurate (manual) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ If the default OSD capacity is not accurate, the recommendation is to run a custom benchmark using your preferred tool (e.g. Fio) on the drive and then override the ``osd_mclock_max_capacity_iops_[hdd, ssd]`` option as described in the `Specifying Max OSD Capacity`_ section. This step is highly recommended until an alternate mechansim is worked upon. Steps to Manually Benchmark an OSD (Optional) ============================================= .. note:: These steps are only necessary if you want to override the OSD capacity already determined automatically during OSD initialization. Otherwise, you may skip this section entirely. .. tip:: If you have already determined the benchmark data and wish to manually override the max osd capacity for an OSD, you may skip to section `Specifying Max OSD Capacity`_. Any existing benchmarking tool (e.g. Fio) can be used for this purpose. In this case, the steps use the *Ceph OSD Bench* command described in the next section. Regardless of the tool/command used, the steps outlined further below remain the same. As already described in the :ref:`dmclock-qos` section, the number of shards and the bluestore's throttle parameters have an impact on the mclock op queues. Therefore, it is critical to set these values carefully in order to maximize the impact of the mclock scheduler. :Number of Operational Shards: We recommend using the default number of shards as defined by the configuration options ``osd_op_num_shards``, ``osd_op_num_shards_hdd``, and ``osd_op_num_shards_ssd``. In general, a lower number of shards will increase the impact of the mclock queues. :Bluestore Throttle Parameters: We recommend using the default values as defined by :confval:`bluestore_throttle_bytes` and :confval:`bluestore_throttle_deferred_bytes`. But these parameters may also be determined during the benchmarking phase as described below. OSD Bench Command Syntax ------------------------ The :ref:`osd-subsystem` section describes the OSD bench command. The syntax used for benchmarking is shown below : .. prompt:: bash # ceph tell osd.N bench [TOTAL_BYTES] [BYTES_PER_WRITE] [OBJ_SIZE] [NUM_OBJS] where, * ``TOTAL_BYTES``: Total number of bytes to write * ``BYTES_PER_WRITE``: Block size per write * ``OBJ_SIZE``: Bytes per object * ``NUM_OBJS``: Number of objects to write Benchmarking Test Steps Using OSD Bench --------------------------------------- The steps below use the default shards and detail the steps used to determine the correct bluestore throttle values (optional). #. Bring up your Ceph cluster and login to the Ceph node hosting the OSDs that you wish to benchmark. #. Run a simple 4KiB random write workload on an OSD using the following commands: .. note:: Note that before running the test, caches must be cleared to get an accurate measurement. For example, if you are running the benchmark test on osd.0, run the following commands: .. prompt:: bash # ceph tell osd.0 cache drop .. prompt:: bash # ceph tell osd.0 bench 12288000 4096 4194304 100 #. Note the overall throughput(IOPS) obtained from the output of the osd bench command. This value is the baseline throughput(IOPS) when the default bluestore throttle options are in effect. #. If the intent is to determine the bluestore throttle values for your environment, then set the two options, :confval:`bluestore_throttle_bytes` and :confval:`bluestore_throttle_deferred_bytes` to 32 KiB(32768 Bytes) each to begin with. Otherwise, you may skip to the next section. #. Run the 4KiB random write test as before using OSD bench. #. Note the overall throughput from the output and compare the value against the baseline throughput recorded in step 3. #. If the throughput doesn't match with the baseline, increment the bluestore throttle options by 2x and repeat steps 5 through 7 until the obtained throughput is very close to the baseline value. For example, during benchmarking on a machine with NVMe SSDs, a value of 256 KiB for both bluestore throttle and deferred bytes was determined to maximize the impact of mclock. For HDDs, the corresponding value was 40 MiB, where the overall throughput was roughly equal to the baseline throughput. Note that in general for HDDs, the bluestore throttle values are expected to be higher when compared to SSDs. Specifying Max OSD Capacity ---------------------------- The steps in this section may be performed only if you want to override the max osd capacity automatically set during OSD initialization. The option ``osd_mclock_max_capacity_iops_[hdd, ssd]`` for an OSD can be set by running the following command: .. prompt:: bash # ceph config set osd.N osd_mclock_max_capacity_iops_[hdd,ssd] For example, the following command sets the max capacity for a specific OSD (say "osd.0") whose underlying device type is HDD to 350 IOPS: .. prompt:: bash # ceph config set osd.0 osd_mclock_max_capacity_iops_hdd 350 Alternatively, you may specify the max capacity for OSDs within the Ceph configuration file under the respective [osd.N] section. See :ref:`ceph-conf-settings` for more details. .. index:: mclock; config settings mClock Config Options ===================== .. confval:: osd_mclock_profile .. confval:: osd_mclock_max_capacity_iops_hdd .. confval:: osd_mclock_max_capacity_iops_ssd .. confval:: osd_mclock_max_sequential_bandwidth_hdd .. confval:: osd_mclock_max_sequential_bandwidth_ssd .. confval:: osd_mclock_force_run_benchmark_on_init .. confval:: osd_mclock_skip_benchmark .. confval:: osd_mclock_override_recovery_settings .. confval:: osd_mclock_iops_capacity_threshold_hdd .. confval:: osd_mclock_iops_capacity_threshold_ssd .. _the dmClock algorithm: https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Gulati.pdf