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A high-performance observability data pipeline.

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vectordotdev/vector

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Quickstart  •  Docs  •  Guides  •  Integrations  •  Chat  •  Download  •  Rust Crate Docs

Vector

What is Vector?

Vector is a high-performance, end-to-end (agent & aggregator) observability datapipeline that puts you in control of your observability data.Collect,transform, androuteall your logs and metrics to any vendors you want today and any othervendors you may want tomorrow. Vector enables dramatic cost reduction, noveldata enrichment, and data security where you need it, not where it is mostconvenient for your vendors. Additionally, it is open source and up to 10xfaster than every alternative in the space.

To get started, follow ourquickstart guide orinstallVector.

Vector is maintained by the Datadog'sCommunity Open Source Engineering team.

Principles

  • Reliable - Built inRust, Vector's primary design goal is reliability.
  • End-to-end - Deploys as anagent oraggregator. Vector is a complete platform.
  • Unified -Logs,metrics (beta), and traces (coming soon). One tool for all of your data.

Use cases

  • Reduce total observability costs.
  • Transition vendors without disrupting workflows.
  • Enhance data quality and improve insights.
  • Consolidate agents and eliminate agent fatigue.
  • Improve overall observability performance and reliability.

Community

  • Vector is relied on by startups and enterprises likeAtlassian,T-Mobile,Comcast,Zendesk,Discord,Fastly,CVS,Trivago,Tuple,Douban,Visa,Mambu,Blockfi,Claranet,Instacart,Forcepoint, andmany more.
  • Vector isdownloaded over 100,000 times per day.
  • Vector's largest userprocesses over 500TB daily.
  • Vector hasover 500 contributors and growing.

Documentation

All user documentation is available atvector.dev/docs.

Other Resources:

Comparisons

Performance

The following performance tests demonstrate baseline performance betweencommon protocols with the exception of the Regex Parsing test.

TestVectorFilebeatFluentBitFluentDLogstashSplunkUFSplunkHF
TCP to Blackhole86mib/sn/a64.4mib/s27.7mib/s40.6mib/sn/an/a
File to TCP76.7mib/s7.8mib/s35mib/s26.1mib/s3.1mib/s40.1mib/s39mib/s
Regex Parsing13.2mib/sn/a20.5mib/s2.6mib/s4.6mib/sn/a7.8mib/s
TCP to HTTP26.7mib/sn/a19.6mib/s<1mib/s2.7mib/sn/an/a
TCP to TCP69.9mib/s5mib/s67.1mib/s3.9mib/s10mib/s70.4mib/s7.6mib/s

To learn more about our performance tests, please see theVector test harness.

Correctness

The following correctness tests are not exhaustive, but they demonstratefundamental differences in quality and attention to detail:

TestVectorFilebeatFluentBitFluentDLogstashSplunk UFSplunk HF
Disk Buffer Persistence
File Rotate (create)
File Rotate (copytruncate)
File Truncation
Process (SIGHUP)
JSON (wrapped)

To learn more about our correctness tests, please see theVector test harness.

Features

Vector is an end-to-end, unified, open data platform.

VectorBeatsFluentbitFluentdLogstashSplunk UFSplunk HFTelegraf
End-to-end
Agent
Aggregator
Unified
Logs
Metrics
Traces🚧
Open
Open-source
Vendor-neutral
Reliability
Memory-safe
Delivery guarantees
Multi-core

⚠ = Not interoperable, metrics are represented as structured logs


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