-
Notifications
You must be signed in to change notification settings - Fork 3.4k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Loki: Allow configuring query_store_max_look_back_period when running a filesystem store and boltdb-shipper #2073
Changes from 6 commits
b59b88f
56fe4e2
820f909
46b495f
af2ac6d
e9442ea
c15f5a9
File filter
Filter by extension
Conversations
Jump to
Diff view
Diff view
There are no files selected for viewing
Original file line number | Diff line number | Diff line change | ||||
---|---|---|---|---|---|---|
@@ -0,0 +1,141 @@ | ||||||
# Filesystem Object Store | ||||||
|
||||||
The filesystem object store is the easiest to get started with Loki but there are some pros/cons to this approach. | ||||||
|
||||||
Very simply it stores all the objects (chunks) in the specified directory: | ||||||
|
||||||
```yaml | ||||||
storage_config: | ||||||
filesystem: | ||||||
directory: /tmp/loki/ | ||||||
``` | ||||||
|
||||||
A folder is created for every tenant all the chunks for one tenant are stored in that directory. | ||||||
|
||||||
If loki is run in single-tenant mode, all the chunks are put in a folder named `fake` which is the synthesized tenant name used for single tenant mode. | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
|
||||||
|
||||||
See [multi-tenancy](../multi-tenancy.md) for more information. | ||||||
|
||||||
## Pros | ||||||
|
||||||
Very simple, no additional software required to use Loki when paired with the BoltDB index store. | ||||||
|
||||||
Great for low volume applications, proof of concepts, and just playing around with Loki. | ||||||
|
||||||
## Cons | ||||||
|
||||||
### Scaling | ||||||
|
||||||
At some point there is a limit to how many chunks can be stored in a single directory, for example see [this issue](https://github.com/grafana/loki/issues/1502) which explains how a Loki user ran into a strange error with about **5.5 million chunk files** in their file store (and also a workaround for the problem). | ||||||
|
||||||
However, if you keep your streams low (remember loki writes a chunk per stream) and use configs like `chunk_target_size` (around 1MB), `max_chunk_age` (increase beyond 1h), `chunk_idle_period` (increase to match `max_chunk_age`) can be tweaked to reduce the number of chunks flushed (although they will trade for more memory consumption). | ||||||
|
||||||
It's still very possible to store terabytes of log data with the filestore, but realize there are limitations to how many files a filesystem will want to store in a single directory. | ||||||
|
||||||
### Durability | ||||||
|
||||||
The durability of the objects is at the mercy of the filesystem itself where other object stores like S3/GCS do a lot behind the scenes to offer extremely high durability to your data. | ||||||
|
||||||
### High Availability | ||||||
|
||||||
Running Loki clustered is not possible with the filesystem store unless the filesystem is shared in some fashion (NFS for example). However using shared filesystems is likely going to be a bad experience with Loki just as it is for almost every other application. | ||||||
|
||||||
## New AND VERY EXPERIMENTAL in 1.5.0: Horizontal scaling of the filesystem store | ||||||
|
||||||
**WARNING** as the title suggests, this is very new and potentially buggy, and it is also very likely configs around this feature will change over time. | ||||||
|
||||||
With that warning out of the way, the addition of the [boltdb-shipper](boltdb-shipper.md) index store has added capabilities making it possible to overcome many of the limitations listed above using the filesystem store, specifically running Loki with the filesystem store on separate machines but still operate as a cluster supporting replication, and write distribution via the hash ring. | ||||||
|
||||||
As mentioned in the title, this is very alpha at this point but we would love for people to try this and help us flush out bugs. | ||||||
|
||||||
Here is an example config to run with Loki: | ||||||
|
||||||
Use this config on multiple computers (or containers), do not run it on the same computer as Loki uses the hostname as the ID in the ring. | ||||||
|
||||||
Do not use a shared fileystem such as NFS for this, each machine should have its own filesystem | ||||||
|
||||||
```yaml | ||||||
auth_enabled: false # single tenant mode | ||||||
|
||||||
server: | ||||||
http_listen_port: 3100 | ||||||
|
||||||
ingester: | ||||||
max_transfer_retries: 0 # Disable blocks transfers on ingesters shutdown or rollout. | ||||||
chunk_idle_period: 2h # Let chunks sit idle for at least 2h before flushing, this helps to reduce total chunks in store | ||||||
max_chunk_age: 2h # Let chunks get at least 2h old before flushing due to age, this helps to reduce total chunks in store | ||||||
chunk_target_size: 1048576 # Target chunks of 1MB, this helps to reduce total chunks in store | ||||||
chunk_retain_period: 30s | ||||||
|
||||||
query_store_max_look_back_period: -1 # This will allow the ingesters to query the store for all data | ||||||
lifecycler: | ||||||
heartbeat_period: 5s | ||||||
interface_names: | ||||||
- eth0 | ||||||
join_after: 30s | ||||||
num_tokens: 512 | ||||||
ring: | ||||||
heartbeat_timeout: 1m | ||||||
kvstore: | ||||||
consul: | ||||||
consistent_reads: true | ||||||
host: localhost:8500 | ||||||
http_client_timeout: 20s | ||||||
store: consul | ||||||
replication_factor: 1 # This can be increased and probably should if you are running multiple machines! | ||||||
|
||||||
schema_config: | ||||||
configs: | ||||||
- from: 2018-04-15 | ||||||
store: boltdb-shipper | ||||||
object_store: filesystem | ||||||
schema: v11 | ||||||
index: | ||||||
prefix: index_ | ||||||
period: 168h | ||||||
|
||||||
storage_config: | ||||||
boltdb_shipper: | ||||||
shared_store: filesystem | ||||||
active_index_directory: /tmp/loki/index | ||||||
cache_location: /tmp/loki/boltdb-cache | ||||||
filesystem: | ||||||
directory: /tmp/loki/chunks | ||||||
|
||||||
limits_config: | ||||||
enforce_metric_name: false | ||||||
reject_old_samples: true | ||||||
reject_old_samples_max_age: 168h | ||||||
|
||||||
chunk_store_config: | ||||||
max_look_back_period: 0s # No limit how far we can look back in the store | ||||||
|
||||||
table_manager: | ||||||
retention_deletes_enabled: false | ||||||
retention_period: 0s # No deletions, infinite retention | ||||||
``` | ||||||
|
||||||
It does require Consul to be running for the ring (any of the ring stores will work: consul, etcd, memberlist, Consul is used in this example) | ||||||
|
||||||
It is also required that Consul be available from each machine, this example only specifies `host: localhost:8500` you would likely need to change this to the correct hostname/ip and port of your consul server. | ||||||
|
||||||
**The config needs to be the same on every Loki instance!** | ||||||
|
||||||
The important piece of this config is `query_store_max_look_back_period: -1` this tells Loki to allow the ingesters to look in the store for all the data. | ||||||
|
||||||
Traffic can be sent to any of the Loki servers, it can be round-robin load balanced if desired. | ||||||
|
||||||
Each Loki instance will use Consul to properly route both read and write data to the correct Loki instance. | ||||||
|
||||||
Scaling up is as easy as adding more loki instances and letting them talk to the same ring. | ||||||
|
||||||
Scaling down is harder but possible. You would need to shutdown a Loki server then take everything in: | ||||||
|
||||||
```yaml | ||||||
filesystem: | ||||||
directory: /tmp/loki/chunks | ||||||
``` | ||||||
|
||||||
And copy it to the same directory on another Loki server, there is currently no way to split the chunks between servers you must move them all. We expect to provide more options here in the future. | ||||||
|
||||||
|
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -10,6 +10,7 @@ import ( | |
|
||
"github.com/prometheus/client_golang/prometheus" | ||
"github.com/prometheus/client_golang/prometheus/promauto" | ||
"github.com/prometheus/common/model" | ||
"github.com/weaveworks/common/user" | ||
"google.golang.org/grpc/health/grpc_health_v1" | ||
|
||
|
@@ -25,6 +26,7 @@ import ( | |
"github.com/grafana/loki/pkg/logproto" | ||
"github.com/grafana/loki/pkg/logql" | ||
"github.com/grafana/loki/pkg/logql/stats" | ||
listutil "github.com/grafana/loki/pkg/util" | ||
"github.com/grafana/loki/pkg/util/validation" | ||
) | ||
|
||
|
@@ -64,7 +66,7 @@ type Config struct { | |
ingesterClientFactory func(cfg client.Config, addr string) (client.HealthAndIngesterClient, error) | ||
|
||
QueryStore bool `yaml:"-"` | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. we can maybe get rid of this because now we mostly rely on There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. It seems correct what @sandeepsukhani is saying ? |
||
QueryStoreMaxLookBackPeriod time.Duration `yaml:"-"` | ||
QueryStoreMaxLookBackPeriod time.Duration `yaml:"query_store_max_look_back_period"` | ||
} | ||
|
||
// RegisterFlags registers the flags. | ||
|
@@ -84,6 +86,7 @@ func (cfg *Config) RegisterFlags(f *flag.FlagSet) { | |
f.Float64Var(&cfg.SyncMinUtilization, "ingester.sync-min-utilization", 0, "Minimum utilization of chunk when doing synchronization.") | ||
f.IntVar(&cfg.MaxReturnedErrors, "ingester.max-ignored-stream-errors", 10, "Maximum number of ignored stream errors to return. 0 to return all errors.") | ||
f.DurationVar(&cfg.MaxChunkAge, "ingester.max-chunk-age", time.Hour, "Maximum chunk age before flushing.") | ||
f.DurationVar(&cfg.QueryStoreMaxLookBackPeriod, "ingester.query-store-max-look-back-period", 0, "How far back should an ingester be allowed to query the store for data, for use only with boltdb-shipper index and filesystem object store. -1 for infinite.") | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think the requirement should be There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. If my above assumption is true, that the file names are unique, I specified With the exception of one other reason I could think of, it would be easier to take backups or even move the Loki to another host because the index files can be directly copied with the chunks directory while Loki is still running, I don't think this is true for |
||
} | ||
|
||
// Ingester builds chunks for incoming log streams. | ||
|
@@ -311,7 +314,50 @@ func (i *Ingester) Label(ctx context.Context, req *logproto.LabelRequest) (*logp | |
} | ||
|
||
instance := i.getOrCreateInstance(instanceID) | ||
return instance.Label(ctx, req) | ||
resp, err := instance.Label(ctx, req) | ||
if err != nil { | ||
return nil, err | ||
} | ||
|
||
// Only continue if we should query the store for labels | ||
if !i.cfg.QueryStore { | ||
return resp, nil | ||
} | ||
|
||
// Only continue if the store is a chunk.Store | ||
var cs chunk.Store | ||
var ok bool | ||
if cs, ok = i.store.(chunk.Store); !ok { | ||
return resp, nil | ||
} | ||
|
||
userID, err := user.ExtractOrgID(ctx) | ||
if err != nil { | ||
return nil, err | ||
} | ||
// Adjust the start time based on QueryStoreMaxLookBackPeriod. | ||
start := adjustQueryStartTime(i.cfg, *req.Start) | ||
if start.After(*req.End) { | ||
// The request is older than we are allowed to query the store, just return what we have. | ||
return resp, nil | ||
} | ||
from, through := model.TimeFromUnixNano(start.UnixNano()), model.TimeFromUnixNano(req.End.UnixNano()) | ||
var storeValues []string | ||
if req.Values { | ||
storeValues, err = cs.LabelValuesForMetricName(ctx, userID, from, through, "logs", req.Name) | ||
if err != nil { | ||
return nil, err | ||
} | ||
} else { | ||
storeValues, err = cs.LabelNamesForMetricName(ctx, userID, from, through, "logs") | ||
if err != nil { | ||
return nil, err | ||
} | ||
} | ||
|
||
return &logproto.LabelResponse{ | ||
Values: listutil.MergeStringLists(resp.Values, storeValues), | ||
}, nil | ||
} | ||
|
||
// Series queries the ingester for log stream identifiers (label sets) matching a set of matchers | ||
|
@@ -414,12 +460,7 @@ func buildStoreRequest(cfg Config, req *logproto.QueryRequest) *logproto.QueryRe | |
} | ||
start := req.Start | ||
end := req.End | ||
if cfg.QueryStoreMaxLookBackPeriod != 0 { | ||
oldestStartTime := time.Now().Add(-cfg.QueryStoreMaxLookBackPeriod) | ||
if oldestStartTime.After(req.Start) { | ||
start = oldestStartTime | ||
} | ||
} | ||
start = adjustQueryStartTime(cfg, start) | ||
|
||
if start.After(end) { | ||
return nil | ||
|
@@ -431,3 +472,13 @@ func buildStoreRequest(cfg Config, req *logproto.QueryRequest) *logproto.QueryRe | |
|
||
return &newRequest | ||
} | ||
|
||
func adjustQueryStartTime(cfg Config, start time.Time) time.Time { | ||
if cfg.QueryStoreMaxLookBackPeriod > 0 { | ||
oldestStartTime := time.Now().Add(-cfg.QueryStoreMaxLookBackPeriod) | ||
if oldestStartTime.After(start) { | ||
start = oldestStartTime | ||
} | ||
} | ||
return start | ||
} |
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,6 +1,7 @@ | ||
package loki | ||
|
||
import ( | ||
"errors" | ||
"fmt" | ||
"net/http" | ||
"os" | ||
|
@@ -163,7 +164,9 @@ func (t *Loki) initQuerier() (services.Service, error) { | |
if err != nil { | ||
return nil, err | ||
} | ||
|
||
if t.cfg.Ingester.QueryStoreMaxLookBackPeriod != 0 { | ||
t.cfg.Querier.IngesterQueryStoreMaxLookback = t.cfg.Ingester.QueryStoreMaxLookBackPeriod | ||
} | ||
t.querier, err = querier.New(t.cfg.Querier, t.cfg.IngesterClient, t.ring, t.store, t.overrides) | ||
if err != nil { | ||
return nil, err | ||
|
@@ -198,10 +201,14 @@ func (t *Loki) initIngester() (_ services.Service, err error) { | |
t.cfg.Ingester.LifecyclerConfig.ListenPort = t.cfg.Server.GRPCListenPort | ||
|
||
// We want ingester to also query the store when using boltdb-shipper | ||
if activeIndexType(t.cfg.SchemaConfig) == local.BoltDBShipperType { | ||
pc := activePeriodConfig(t.cfg.SchemaConfig) | ||
if pc.IndexType == local.BoltDBShipperType { | ||
t.cfg.Ingester.QueryStore = true | ||
// When using shipper, limit max look back for query to MaxChunkAge + upload interval by shipper + 15 mins to query only data whose index is not pushed yet | ||
t.cfg.Ingester.QueryStoreMaxLookBackPeriod = t.cfg.Ingester.MaxChunkAge + local.ShipperFileUploadInterval + (15 * time.Minute) | ||
mlb, err := calculateMaxLookBack(pc, t.cfg.Ingester.QueryStoreMaxLookBackPeriod, t.cfg.Ingester.MaxChunkAge) | ||
if err != nil { | ||
return nil, err | ||
} | ||
t.cfg.Ingester.QueryStoreMaxLookBackPeriod = mlb | ||
} | ||
|
||
t.ingester, err = ingester.New(t.cfg.Ingester, t.cfg.IngesterClient, t.store, t.overrides) | ||
|
@@ -256,7 +263,7 @@ func (t *Loki) initTableManager() (services.Service, error) { | |
} | ||
|
||
func (t *Loki) initStore() (_ services.Service, err error) { | ||
if activeIndexType(t.cfg.SchemaConfig) == local.BoltDBShipperType { | ||
if activePeriodConfig(t.cfg.SchemaConfig).IndexType == local.BoltDBShipperType { | ||
t.cfg.StorageConfig.BoltDBShipperConfig.IngesterName = t.cfg.Ingester.LifecyclerConfig.ID | ||
switch t.cfg.Target { | ||
case Ingester: | ||
|
@@ -483,15 +490,35 @@ var modules = map[moduleName]module{ | |
}, | ||
} | ||
|
||
// activeIndexType type returns index type which would be applicable to logs that would be pushed starting now | ||
// activePeriodConfig type returns index type which would be applicable to logs that would be pushed starting now | ||
// Note: Another periodic config can be applicable in future which can change index type | ||
func activeIndexType(cfg chunk.SchemaConfig) string { | ||
func activePeriodConfig(cfg chunk.SchemaConfig) chunk.PeriodConfig { | ||
now := model.Now() | ||
i := sort.Search(len(cfg.Configs), func(i int) bool { | ||
return cfg.Configs[i].From.Time > now | ||
}) | ||
if i > 0 { | ||
i-- | ||
} | ||
return cfg.Configs[i].IndexType | ||
return cfg.Configs[i] | ||
} | ||
|
||
func calculateMaxLookBack(pc chunk.PeriodConfig, maxLookBackConfig, maxChunkAge time.Duration) (time.Duration, error) { | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. That deserve a test and it seems simple. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. lol, yeah, i thought i put in the description or somewhere I wanted to test this but hadn't done it yet |
||
if pc.ObjectType != local.FilesystemObjectStoreType && maxLookBackConfig.Milliseconds() != 0 { | ||
return 0, errors.New("it is an error to specify a non zero `query_store_max_look_back_period` value when using any object store other than `filesystem`") | ||
} | ||
// When using shipper, limit max look back for query to MaxChunkAge + upload interval by shipper + 15 mins to query only data whose index is not pushed yet | ||
defaultMaxLookBack := maxChunkAge + local.ShipperFileUploadInterval + (15 * time.Minute) | ||
|
||
if maxLookBackConfig == 0 { | ||
// If the QueryStoreMaxLookBackPeriod is still it's default value of 0, set it to the default calculated value. | ||
return defaultMaxLookBack, nil | ||
} else if maxLookBackConfig > 0 && maxLookBackConfig < defaultMaxLookBack { | ||
// If the QueryStoreMaxLookBackPeriod is > 0 (-1 is allowed for infinite), make sure it's at least greater than the default or throw an error | ||
return 0, fmt.Errorf("the configured query_store_max_look_back_period of '%v' is less than the calculated default of '%v' "+ | ||
"which is calculated based on the max_chunk_age + 15 minute boltdb-shipper interval + 15 min additional buffer. Increase this value"+ | ||
"greater than the default or remove it from the configuration to use the default", maxLookBackConfig, defaultMaxLookBack) | ||
|
||
} | ||
return maxLookBackConfig, nil | ||
} |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.