The thanos store command (also known as Store Gateway) implements the Store API on top of historical data in an object storage bucket. It acts primarily as an API gateway and therefore does not need significant amounts of local disk space. It joins a Thanos cluster on startup and advertises the data it can access. It keeps a small amount of information about all remote blocks on local disk and keeps it in sync with the bucket. This data is generally safe to delete across restarts at the cost of increased startup times.
thanos store \
--data-dir "/local/state/data/dir" \
--objstore.config-file "bucket.yml"The content of bucket.yml:
type: GCS
config:
bucket: ""
service_account: ""
prefix: ""In general, an average of 6 MB of local disk space is required per TSDB block stored in the object storage bucket, but for high cardinality blocks with large label set it can even go up to 30MB and more. It is for the pre-computed index, which includes symbols and postings offsets as well as metadata JSON.
usage: thanos store [<flags>]
Store node giving access to blocks in a bucket provider. Now supported GCS, S3,
Azure, Swift, Tencent COS and Aliyun OSS.
Flags:
--block-meta-fetch-concurrency=32
Number of goroutines to use when fetching block
metadata from object storage.
--block-sync-concurrency=20
Number of goroutines to use when constructing
index-cache.json blocks from object storage.
Must be equal or greater than 1.
--chunk-pool-size=2GB Maximum size of concurrently allocatable bytes
reserved strictly to reuse for chunks in
memory.
--consistency-delay=0s Minimum age of all blocks before they are being
read. Set it to safe value (e.g 30m) if your
object storage is eventually consistent. GCS
and S3 are (roughly) strongly consistent.
--data-dir="./data" Local data directory used for caching purposes
(index-header, in-mem cache items and
meta.jsons). If removed, no data will be lost,
just store will have to rebuild the cache.
NOTE: Putting raw blocks here will not cause
the store to read them. For such use cases use
Prometheus + sidecar.
--grpc-address="0.0.0.0:10901"
Listen ip:port address for gRPC endpoints
(StoreAPI). Make sure this address is routable
from other components.
--grpc-grace-period=2m Time to wait after an interrupt received for
GRPC Server.
--grpc-server-tls-cert="" TLS Certificate for gRPC server, leave blank to
disable TLS
--grpc-server-tls-client-ca=""
TLS CA to verify clients against. If no client
CA is specified, there is no client
verification on server side. (tls.NoClientCert)
--grpc-server-tls-key="" TLS Key for the gRPC server, leave blank to
disable TLS
-h, --help Show context-sensitive help (also try
--help-long and --help-man).
--http-address="0.0.0.0:10902"
Listen host:port for HTTP endpoints.
--http-grace-period=2m Time to wait after an interrupt received for
HTTP Server.
--http.config="" [EXPERIMENTAL] Path to the configuration file
that can enable TLS or authentication for all
HTTP endpoints.
--ignore-deletion-marks-delay=24h
Duration after which the blocks marked for
deletion will be filtered out while fetching
blocks. The idea of ignore-deletion-marks-delay
is to ignore blocks that are marked for
deletion with some delay. This ensures store
can still serve blocks that are meant to be
deleted but do not have a replacement yet. If
delete-delay duration is provided to compactor
or bucket verify component, it will upload
deletion-mark.json file to mark after what
duration the block should be deleted rather
than deleting the block straight away. If
delete-delay is non-zero for compactor or
bucket verify component,
ignore-deletion-marks-delay should be set to
(delete-delay)/2 so that blocks marked for
deletion are filtered out while fetching blocks
before being deleted from bucket. Default is
24h, half of the default value for
--delete-delay on compactor.
--index-cache-size=250MB Maximum size of items held in the in-memory
index cache. Ignored if --index-cache.config or
--index-cache.config-file option is specified.
--index-cache.config=<content>
Alternative to 'index-cache.config-file' flag
(mutually exclusive). Content of YAML file that
contains index cache configuration. See format
details:
https://thanos.io/tip/components/store.md/#index-cache
--index-cache.config-file=<file-path>
Path to YAML file that contains index cache
configuration. See format details:
https://thanos.io/tip/components/store.md/#index-cache
--log.format=logfmt Log format to use. Possible options: logfmt or
json.
--log.level=info Log filtering level.
--max-time=9999-12-31T23:59:59Z
End of time range limit to serve. Thanos Store
will serve only blocks, which happened earlier
than this value. Option can be a constant time
in RFC3339 format or time duration relative to
current time, such as -1d or 2h45m. Valid
duration units are ms, s, m, h, d, w, y.
--min-time=0000-01-01T00:00:00Z
Start of time range limit to serve. Thanos
Store will serve only metrics, which happened
later than this value. Option can be a constant
time in RFC3339 format or time duration
relative to current time, such as -1d or 2h45m.
Valid duration units are ms, s, m, h, d, w, y.
--objstore.config=<content>
Alternative to 'objstore.config-file' flag
(mutually exclusive). Content of YAML file that
contains object store configuration. See format
details:
https://thanos.io/tip/thanos/storage.md/#configuration
--objstore.config-file=<file-path>
Path to YAML file that contains object store
configuration. See format details:
https://thanos.io/tip/thanos/storage.md/#configuration
--request.logging-config=<content>
Alternative to 'request.logging-config-file'
flag (mutually exclusive). Content of YAML file
with request logging configuration. See format
details:
https://thanos.io/tip/thanos/logging.md/#configuration
--request.logging-config-file=<file-path>
Path to YAML file with request logging
configuration. See format details:
https://thanos.io/tip/thanos/logging.md/#configuration
--selector.relabel-config=<content>
Alternative to 'selector.relabel-config-file'
flag (mutually exclusive). Content of YAML file
that contains relabeling configuration that
allows selecting blocks. It follows native
Prometheus relabel-config syntax. See format
details:
https://prometheus.io/docs/prometheus/latest/configuration/configuration/#relabel_config
--selector.relabel-config-file=<file-path>
Path to YAML file that contains relabeling
configuration that allows selecting blocks. It
follows native Prometheus relabel-config
syntax. See format details:
https://prometheus.io/docs/prometheus/latest/configuration/configuration/#relabel_config
--store.enable-index-header-lazy-reader
If true, Store Gateway will lazy memory map
index-header only once the block is required by
a query.
--store.grpc.series-max-concurrency=20
Maximum number of concurrent Series calls.
--store.grpc.series-sample-limit=0
Maximum amount of samples returned via a single
Series call. The Series call fails if this
limit is exceeded. 0 means no limit. NOTE: For
efficiency the limit is internally implemented
as 'chunks limit' considering each chunk
contains 120 samples (it's the max number of
samples each chunk can contain), so the actual
number of samples might be lower, even though
the maximum could be hit.
--store.grpc.touched-series-limit=0
Maximum amount of touched series returned via a
single Series call. The Series call fails if
this limit is exceeded. 0 means no limit.
--sync-block-duration=3m Repeat interval for syncing the blocks between
local and remote view.
--tracing.config=<content>
Alternative to 'tracing.config-file' flag
(mutually exclusive). Content of YAML file with
tracing configuration. See format details:
https://thanos.io/tip/thanos/tracing.md/#configuration
--tracing.config-file=<file-path>
Path to YAML file with tracing configuration.
See format details:
https://thanos.io/tip/thanos/tracing.md/#configuration
--version Show application version.
--web.disable-cors Whether to disable CORS headers to be set by
Thanos. By default Thanos sets CORS headers to
be allowed by all.
--web.external-prefix="" Static prefix for all HTML links and redirect
URLs in the bucket web UI interface. Actual
endpoints are still served on / or the
web.route-prefix. This allows thanos bucket web
UI to be served behind a reverse proxy that
strips a URL sub-path.
--web.prefix-header="" Name of HTTP request header used for dynamic
prefixing of UI links and redirects. This
option is ignored if web.external-prefix
argument is set. Security risk: enable this
option only if a reverse proxy in front of
thanos is resetting the header. The
--web.prefix-header=X-Forwarded-Prefix option
can be useful, for example, if Thanos UI is
served via Traefik reverse proxy with
PathPrefixStrip option enabled, which sends the
stripped prefix value in X-Forwarded-Prefix
header. This allows thanos UI to be served on a
sub-path.
By default Thanos Store Gateway looks at all the data in Object Store and returns it based on query's time range.
Thanos Store --min-time, --max-time flags allows you to shard Thanos Store based on constant time or time duration relative to current time.
For example setting: --min-time=-6w & --max-time=-2w will make Thanos Store Gateway return metrics that fall within now - 6 weeks up to now - 2 weeks time range.
Constant time needs to be set in RFC3339 format. For example --min-time=2018-01-01T00:00:00Z, --max-time=2019-01-01T23:59:59Z.
Thanos Store Gateway might not get new blocks immediately, as Time partitioning is partly done in asynchronous block synchronization job, which is by default done every 3 minutes. Additionally some of the Object Store implementations provide eventual read-after-write consistency, which means that Thanos Store might not immediately get newly created & uploaded blocks anyway.
We recommend having overlapping time ranges with Thanos Sidecar and other Thanos Store gateways as this will improve your resiliency to failures.
Thanos Querier deals with overlapping time series by merging them together.
Filtering is done on a Chunk level, so Thanos Store might still return Samples which are outside of --min-time & --max-time.
Check more here.
- Thanos Store exposes two endpoints for probing.
/-/healthystarts as soon as initial setup is completed./-/readystarts after all the bootstrapping completed (e.g initial index building) and ready to serve traffic.
NOTE: Metric endpoint starts immediately so, make sure you set up readiness probe on designated HTTP
/-/readypath.
Thanos Store Gateway supports an index cache to speed up postings and series lookups from TSDB blocks indexes. Three types of caches are supported:
in-memory(default)memcachedredis
The in-memory index cache is enabled by default and its max size can be configured through the flag --index-cache-size.
Alternatively, the in-memory index cache can also be configured using --index-cache.config-file to reference the configuration file or --index-cache.config to put yaml config directly:
type: IN-MEMORY
config:
max_size: 0
max_item_size: 0All the settings are optional:
max_size: overall maximum number of bytes cache can contain. The value should be specified with a bytes unit (ie.250MB).max_item_size: maximum size of single item, in bytes. The value should be specified with a bytes unit (ie.125MB).
The memcached index cache allows to use Memcached as cache backend. This cache type is configured using --index-cache.config-file to reference the configuration file or --index-cache.config to put yaml config directly:
type: MEMCACHED
config:
addresses: []
timeout: 0s
max_idle_connections: 0
max_async_concurrency: 0
max_async_buffer_size: 0
max_get_multi_concurrency: 0
max_item_size: 0
max_get_multi_batch_size: 0
dns_provider_update_interval: 0s
auto_discovery: falseThe required settings are:
addresses: list of memcached addresses, that will get resolved with the DNS service discovery provider. If your cluster supports auto-discovery, you should use the flagauto_discoveryinstead and only point to one of the memcached servers. This typically means that there should be only one address specified that resolves to any of the alive memcached servers. Use this for Amazon ElastiCache and other similar services.
While the remaining settings are optional:
timeout: the socket read/write timeout.max_idle_connections: maximum number of idle connections that will be maintained per address.max_async_concurrency: maximum number of concurrent asynchronous operations can occur.max_async_buffer_size: maximum number of enqueued asynchronous operations allowed.max_get_multi_concurrency: maximum number of concurrent connections when fetching keys. If set to0, the concurrency is unlimited.max_get_multi_batch_size: maximum number of keys a single underlying operation should fetch. If more keys are specified, internally keys are splitted into multiple batches and fetched concurrently, honoringmax_get_multi_concurrency. If set to0, the batch size is unlimited.max_item_size: maximum size of an item to be stored in memcached. This option should be set to the same value of memcached-Iflag (defaults to 1MB) in order to avoid wasting network round trips to store items larger than the max item size allowed in memcached. If set to0, the item size is unlimited.dns_provider_update_interval: the DNS discovery update interval.auto_discovery: whether to use the auto-discovery mechanism for memcached.
The redis index cache allows to use Redis as cache backend. This cache type is configured using --index-cache.config-file to reference the configuration file or --index-cache.config to put yaml config directly:
type: REDIS
config:
addr: ""
username: ""
password: ""
db: 0
dial_timeout: 5s
read_timeout: 3s
write_timeout: 3s
pool_size: 100
min_idle_conns: 10
idle_timeout: 5m0s
max_conn_age: 0s
max_get_multi_concurrency: 100
get_multi_batch_size: 100
max_set_multi_concurrency: 100
set_multi_batch_size: 100The required settings are:
addr: redis server address.
While the remaining settings are optional:
username: the username to connect redis, only redis 6.0 and grater need this field.password: the password to connect redis.db: the database to be selected after connecting to the server.dial_timeout: the redis dial timeout.read_timeout: the redis read timeout.write_timeout: the redis write timeout.pool_size: maximum number of socket connections.min_idle_conns: specifies the minimum number of idle connections which is useful when establishing new connection is slow.idle_timeout: amount of time after which client closes idle connections. Should be less than server's timeout.max_conn_age: connection age at which client retires (closes) the connection.max_get_multi_concurrency: specifies the maximum number of concurrent GetMulti() operations.get_multi_batch_size: specifies the maximum size per batch for mget.max_set_multi_concurrency: specifies the maximum number of concurrent SetMulti() operations.set_multi_batch_size: specifies the maximum size per batch for pipeline set.
Thanos Store Gateway supports a "caching bucket" with chunks and metadata caching to speed up loading of chunks from TSDB blocks. To configure caching, one needs to use --store.caching-bucket.config=<yaml content> or --store.caching-bucket.config-file=<file.yaml>.
memcached/in-memory/redis cache "backend"s are supported:
type: MEMCACHED # Case-insensitive
config:
addresses: []
timeout: 500ms
max_idle_connections: 100
max_async_concurrency: 20
max_async_buffer_size: 10000
max_item_size: 1MiB
max_get_multi_concurrency: 100
max_get_multi_batch_size: 0
dns_provider_update_interval: 10s
chunk_subrange_size: 16000
max_chunks_get_range_requests: 3
chunk_object_attrs_ttl: 24h
chunk_subrange_ttl: 24h
blocks_iter_ttl: 5m
metafile_exists_ttl: 2h
metafile_doesnt_exist_ttl: 15m
metafile_content_ttl: 24h
metafile_max_size: 1MiBconfigfield for memcached supports all the same configuration as memcached for index cache.addressesin the config field is a required settingconfigfield for redis supports all the same configuration as redis for index cache.
Additional options to configure various aspects of chunks cache are available:
chunk_subrange_size: size of segment of chunks object that is stored to the cache. This is the smallest unit that chunks cache is working with.max_chunks_get_range_requests: how many "get range" sub-requests may cache perform to fetch missing subranges.chunk_object_attrs_ttl: how long to keep information about chunk file attributes (e.g. size) in the cache.chunk_subrange_ttl: how long to keep individual subranges in the cache.
Following options are used for metadata caching (meta.json files, deletion mark files, iteration result):
blocks_iter_ttl: how long to cache result of iterating blocks.metafile_exists_ttl: how long to cache information about whether meta.json or deletion mark file exists.metafile_doesnt_exist_ttl: how long to cache information about whether meta.json or deletion mark file doesn't exist.metafile_content_ttl: how long to cache content of meta.json and deletion mark files.metafile_max_size: maximum size of cached meta.json and deletion mark file. Larger files are not cached.
The yml structure for setting the in memory cache configs for caching bucket is the same as the in-memory index cache and all the options to configure Caching Buket mentioned above can be used.
In addition to the same cache backends memcached/in-memory/redis, caching bucket supports another type of backend.
Groupcache is an experimental cache backend for the caching bucket introduced from version v0.25 of Thanos.
With groupcache, you do not need any external components for the caching layer because the caching layer becomes shared between all of the processes of Thanos Store. Another benefit that it provides is that it is a cache filling library meaning that given enough space in memory, the values will only be loaded once. For example, if the same metric is used in multiple concurrent queries then with groupcache Thanos Store would only load the metric's data from remote object storage once.
All in all, it should be a superior caching solution to all other currently supported solutions. It just needs some battle-testing. So, help is needed with testing in real life scenarios! Please create an issue if you've found any problem. 🤗
Here is how it looks like:
Note that with groupcache enabled, new routes are registed on the HTTP server with the prefix /_groupcache. Using those routes, anyone can access any kind of data in the configured remote object storage. So, if you are exposing your Thanos Store to the Internet then it is highly recommended to use a reverse proxy in front and disable access to /_groupcache/....
Currently TLS is supported but on the client's side no verification is done of the received certificate. This will be added in the future. HTTP2 over cleartext is also enabled to improve the performance for users that don't use TLS.
Example configuration that you could provide to the caching bucket configuration flags with the explanation of each configuration key:
type: GROUPCACHE
config:
self_url: http://10.123.22.3:8080
peers:
- http://10.123.22.3:8080
- http://10.123.22.10:8080
- http://10.123.22.100:8080
groupcache_group: test_group
dns_interval: 1s
timeout: 2sIn this case, three Thanos Store nodes are running in the same group meaning that they all point to the same remote object storage.
self_url- our own URL. On each node this will be different. This should be the external IP through which other nodes could access us;groupcache_group- the groupcache group's name. All nodes using the same remote object storage configuration should use the same name. It is used in the HTTP requests. If it is different then nodes will not be able to load data from each other.dns_internal- how often DNS lookups should be made.
In the peers section it is possible to use the prefix form to automatically look up the peers using DNS. For example, you could use dns+http://store.thanos.consul.svc:8080 to automatically look up healthy nodes from Consul using its DNS interface.
Note that there must be no trailing slash in the peers configuration i.e. one of the strings must be identical to self_url and others should have the same form. Without this, loading data from peers may fail.
If timeout is set to zero then there is no timeout for fetching and fetching's lifetime is equal to the lifetime to the original request's lifetime. It is recommended to keep it higher than zero. It is generally preferred to keep this value higher because the fetching operation potentially includes loading of data from remote object storage.
In order to query series inside blocks from object storage, Store Gateway has to know certain initial info from each block index. In order to achieve so, on startup the Gateway builds an index-header for each block and stores it on local disk; such index-header is build by downloading specific pieces of original block's index, stored on local disk and then mmaped and used by Store Gateway.
For more information, please refer to the Binary index-header operational guide.