victoriametrics

VictoriaMetrics can be used as long-term storage for Prometheus or for vmagent. See [these docs](#prometheus-setup) for details.

• Supports Prometheus querying API, so it can be used as Prometheus drop-in replacement in Grafana.

VictoriaMetrics implements MetricsQL, https://github.com/VictoriaMetrics/VictoriaMetrics/wiki/MetricsQL query language, which is inspired by PromQL.

• Supports global query view. Multiple Prometheus instances may write data into VictoriaMetrics. Later this data may be used in a single query.

• High performance and good scalability for both inserts and selects.

• High data compression, so up to 70x more data points may be crammed into limited storage comparing to TimescaleDB.

• Optimized for storage with high-latency IO and low IOPS (HDD and network storage in AWS, Google Cloud, Microsoft Azure, etc).

• A single-node VictoriaMetrics may substitute moderately sized clusters built with competing solutions such as Thanos, M3DB, Cortex, InfluxDB or TimescaleDB.

• Easy operation:

  • VictoriaMetrics consists of a single without external dependencies.
  • All the configuration is done via explicit command-line flags with reasonable defaults.
  • All the data is stored in a single directory pointed by -storageDataPath flag.
  • Easy and fast backups from

  to S3 or GCS with [vmbackup] / [vmrestore].

• Storage is protected from corruption on unclean shutdown (i.e. OOM, hardware reset or kill -9) thanks to the storage architecture.

• Supports metrics' scraping, ingestion and backfilling via the following protocols:

  • [Metrics from Prometheus exporters] such as node_exporter.
    • Prometheus remote write API(
    • InfluxDB line protocol over HTTP, TCP and UDP.
    • Graphite plaintext protocol
    if -graphiteListenAddr is set.
    • OpenTSDB put message, if -opentsdbListenAddr is set.
    • HTTP OpenTSDB /api/put requests, if -opentsdbHTTPListenAddr is set.
    • JSON line format.
    • Native binary format.
    • Prometheus exposition format.
    • Arbitrary CSV data.

• Supports metrics' relabeling. See [these docs](#relabeling) for details.

• Ideally works with big amounts of time series data from Kubernetes, IoT sensors, connected cars, industrial telemetry, financial data and various Enterprise workloads.

• Has open source cluster version (https://github.com/VictoriaMetrics/VictoriaMetrics/tree/cluster).

• Configuration management

• Prometheus scrape config can be edited with your favorite editor, its located at vi /var/snap/victoriametrics/current/etc/victoriametrics-scrape-config.yaml after changes, you can trigger config reread with curl localhost:8248/-/reload.

• Configuration tuning is possible with editing extra_flags: `echo 'FLAGS="-selfScrapeInterval=10s -search.logSlowQueryDuration=20s"' > /var/snap/victoriametrics/current/extra_flags snap restart victoriametrics`

• Data folder located at /var/snap/victoriametrics/current/var/lib/victoriametrics/.