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@ -231,7 +231,7 @@ Such a scheme has the following benefits comparing to Prometheus:
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Cons are the following:
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- VictoriaMetrics doesn't support replication - we run extra instance of VictoriaMetrics and Promxy in front of VictoriaMetrics pair for high availability.
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- VictoriaMetrics didn't support replication (it [supports replication now](https://github.com/VictoriaMetrics/VictoriaMetrics/blob/cluster/README.md#replication-and-data-safety)) - we run extra instance of VictoriaMetrics and Promxy in front of VictoriaMetrics pair for high availability.
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- VictoriaMetrics stores 1 extra month for defined retention (if retention is set to N months, then VM stores N+1 months of data), but this is still better than other solutions.
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Some numbers from our single-node VictoriaMetrics setup:
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@ -16,8 +16,9 @@ Join [our Slack](http://slack.victoriametrics.com/) or [contact us](mailto:info@
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## Prominent features
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- Supports all the features of [single-node version](https://github.com/VictoriaMetrics/VictoriaMetrics).
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- Performance and capacity scales horizontally.
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- Supports multiple independent namespaces for time series data (aka multi-tenancy).
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- Performance and capacity scales horizontally. See [these docs for details](#cluster-resizing-and-scalability).
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- Supports multiple independent namespaces for time series data (aka multi-tenancy). See [these docs for details](#multitenancy).
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- Supports replication. See [these docs for details](#replication-and-data-safety).
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## Architecture overview
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@ -203,7 +204,7 @@ or [an alternative dashboard for VictoriaMetrics cluster](https://grafana.com/gr
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across `vmstorage` nodes.
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### Cluster resizing and scalability.
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### Cluster resizing and scalability
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Cluster performance and capacity scales with adding new nodes.
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@ -250,6 +251,8 @@ Each instance type - `vminsert`, `vmselect` and `vmstorage` - can run on the mos
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* The recommended total number of vCPU cores for all the `vminsert` instances can be calculated from the ingestion rate: `vCPUs = ingestion_rate / 150K`.
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* The recommended number of vCPU cores per each `vminsert` instance should equal to the number of `vmstorage` instances in the cluster.
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* The amount of RAM per each `vminsert` instance should be 1GB or more. RAM is used as a buffer for spikes in ingestion rate.
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The maximum amount of used RAM per `vminsert` node can be tuned with `-memory.allowedPercent` command-line flag. For instance, `-memory.allowedPercent=20`
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limits the maximum amount of used RAM to 20% of the available RAM on the host system.
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* Sometimes `-rpc.disableCompression` command-line flag on `vminsert` instances could increase ingestion capacity at the cost
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of higher network bandwidth usage between `vminsert` and `vmstorage`.
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@ -281,7 +284,7 @@ Upgrade follows `Cluster resizing procedure` under the hood.
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### Replication and data safety
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VictoriaMetrics offloads replication to the underlying storage pointed by `-storageDataPath`.
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By default VictoriaMetrics offloads replication to the underlying storage pointed by `-storageDataPath`.
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It is recommended storing data on [Google Compute Engine persistent disks](https://cloud.google.com/compute/docs/disks/#pdspecs),
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since they are protected from data loss and data corruption. They also provide consistently high performance
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and [may be resized](https://cloud.google.com/compute/docs/disks/add-persistent-disk) without downtime.
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@ -289,7 +292,13 @@ HDD-based persistent disks should be enough for the majority of use cases.
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It is recommended using durable replicated persistent volumes in Kubernetes.
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Note that [replication doesn't save from disaster](https://medium.com/@valyala/speeding-up-backups-for-big-time-series-databases-533c1a927883).
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If `-replicationFactor=N` command-line flag is passed to `vminsert`, then `vminsert` puts `N` copies of the ingested data to distinct `vmstorage` nodes.
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This guarantees that all the data remains available for querying if up to `N-1` `vmstorage` nodes are unavailable. Note that `-dedup.minScrapeInterval=1ms` command-line
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flag must be passed to `vmselect` if `-replicationFactor` exceeds 1 in order to de-duplicate replicated data during queries.
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It is OK if `-dedup.minScrapeInterval` exceeds 1ms.
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Note that [replication doesn't save from disaster](https://medium.com/@valyala/speeding-up-backups-for-big-time-series-databases-533c1a927883),
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so it is recommended performing regular backups. See [these docs](#backups) for details.
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### Backups
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11
FAQ.md
11
FAQ.md
@ -136,6 +136,8 @@ Yes:
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* [TSBS benchmark on high-cardinality time series: VictoriaMetrics vs InfluxDB vs TimescaleDB](https://medium.com/@valyala/high-cardinality-tsdb-benchmarks-victoriametrics-vs-timescaledb-vs-influxdb-13e6ee64dd6b)
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* [Standard TSBS benchmark: VictoriaMetrics vs InfluxDB vs TimescaleDB](https://medium.com/@valyala/when-size-matters-benchmarking-victoriametrics-vs-timescale-and-influxdb-6035811952d4)
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See also [other articles about VictoriaMetrics](https://github.com/VictoriaMetrics/VictoriaMetrics/wiki/Articles).
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### What is the pricing for VictoriaMetrics?
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@ -145,11 +147,11 @@ The following versions are open source and free:
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We provide commercial support for both versions. [Contact us](mailto:info@victoriametrics.com) for the pricing.
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The following versions are commercial:
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The following commercial versions of VictoriaMetrics are planned:
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* Managed cluster in the Cloud.
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* SaaS version.
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[Contact us](mailto:info@victoriametrics.com) for the pricing.
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[Contact us](mailto:info@victoriametrics.com) for more information and for the pricing.
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### Why VictoriaMetrics doesn't support [Prometheus remote read API](https://prometheus.io/docs/prometheus/latest/configuration/configuration/#%3Cremote_read%3E)?
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@ -168,6 +170,11 @@ or via [Prometheus datasource in Grafana](http://docs.grafana.org/features/datas
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Yes. See [these docs](https://github.com/VictoriaMetrics/VictoriaMetrics/blob/master/README.md#deduplication) for details.
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### Does VictoriaMetrics support replication?
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Yes. See [these docs](https://github.com/VictoriaMetrics/VictoriaMetrics/blob/cluster/README.md#replication-and-data-safety) for details.
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### Where is the source code of VictoriaMetrics?
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Source code for the following versions is available in the following places:
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@ -1000,11 +1000,14 @@ for data with timestamps close to the current time.
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### Replication
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VictoriaMetrics relies on replicated durable persistent storage such as [Google Cloud disks](https://cloud.google.com/compute/docs/disks#pdspecs)
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Single-node VictoriaMetrics relies on replicated durable persistent storage such as [Google Cloud disks](https://cloud.google.com/compute/docs/disks#pdspecs)
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or [Amazon EBS](https://aws.amazon.com/ebs/). It is also recommended making periodic backups,
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since [replication doesn't save from disaster](https://medium.com/@valyala/speeding-up-backups-for-big-time-series-databases-533c1a927883).
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See [backup docs](#backups) for details.
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Cluster version of VictoriaMetrics supports replication. See [these docs](https://github.com/VictoriaMetrics/VictoriaMetrics/blob/cluster/README.md#replication-and-data-safety)
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for details.
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See also [high availability docs](#high-availability) and [docs about cluster version of VictoriaMetrics](https://github.com/VictoriaMetrics/VictoriaMetrics/blob/cluster/README.md).
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