Documentation

oee.APQ() function

oee.APQ() is experimental and subject to change at any time.

oee.APQ() computes availability, performance, quality (APQ) and overall equipment effectiveness (OEE) in producing parts.

Provide the required input schema to ensure this function successfully calculates APQ and OEE.

Required input schema

Input tables must include the following columns:

  • _stop: Right time boundary timestamp (typically assigned by range() or window()).
  • _time: Timestamp of the production event.
  • state: String that represents start or stop events or the production state.
  • partCount: Cumulative total of parts produced.
  • badCount: Cumulative total of parts that do not meet quality standards.

Output schema

For each input table, oee.APQ outputs a table with a single row that includes the following columns:

  • _time: Timestamp associated with the APQ calculation.
  • availability: Ratio of time production was in a running state.
  • oee: Overall equipment effectiveness.
  • performance: Ratio of production efficiency.
  • quality: Ratio of production quality.
  • runTime: Total nanoseconds spent in the running state.
Function type signature
(
    <-tables: stream[D],
    idealCycleTime: A,
    plannedTime: B,
    runningState: C,
) => stream[{
    E with
    runTime: G,
    quality: float,
    performance: float,
    oee: float,
    availability: float,
    _time: F,
    _stop: F,
}] where C: Equatable, D: Record

For more information, see Function type signatures.

Parameters

runningState

(Required) State value that represents a running state.

plannedTime

(Required) Total time that equipment is expected to produce parts.

idealCycleTime

(Required) Ideal minimum time to produce one part.

tables

Input data. Default is piped-forward data (<-).


Was this page helpful?

Thank you for your feedback!


InfluxDB OSS 2.9.0: API tokens are hashed by default

Stronger token security in InfluxDB OSS 2.9.0 — tokens are hashed on disk by default. Existing tokens are hashed on first startup and can’t be recovered afterward. Capture any plaintext tokens you still need before you upgrade.

View InfluxDB OSS 2.9.0 release notes

Hashed tokens authenticate exactly like unhashed tokens — clients and integrations keep working.

Also new in 2.9.0:

  • Configurable backup compression
  • Restore support for backups containing hashed tokens
  • Tighter Edge Data Replication queue validation
  • Flux upgrade
  • Compaction reliability improvements

Key enhancements in Explorer 1.8

Explorer 1.8 is now available with streaming data subscriptions (beta), line protocol preview, and query history & saved queries.

View Explorer 1.8 release notes

Explorer 1.8 includes new features and improvements that make it easier to ingest, explore, and manage data.

Highlights:

  • Streaming data subscriptions (beta): Stream data into Explorer from MQTT, Kafka, and AMQP sources.
  • Line protocol preview: Preview line protocol, schema, and parse errors before data is written.
  • Custom sample data: Generate custom sample datasets with line protocol and schema preview.
  • Query history and saved queries: Browse query history and save/re-run named queries.
  • Retention period management: Set, update, or clear retention periods on databases and tables.

For more details, see Explorer 1.8 release notes

InfluxDB 3.9: Performance upgrade preview

InfluxDB 3 Enterprise 3.9 includes a beta of major performance upgrades with faster single-series queries, wide-and-sparse table support, and more.

InfluxDB 3 Enterprise 3.9 includes a beta of major performance and feature updates.

Key improvements:

  • Faster single-series queries
  • Consistent resource usage
  • Wide-and-sparse table support
  • Automatic distinct value caches for reduced latency with metadata queries

Preview features are subject to breaking changes.

For more information, see:

Telegraf Enterprise now in public beta

Get early access to the Telegraf Controller and provide feedback to help shape the future of Telegraf Enterprise.

See the Blog Post

The upcoming Telegraf Enterprise offering is for organizations running Telegraf at scale and is comprised of two key components:

  • Telegraf Controller: A control plane (UI + API) that centralizes Telegraf configuration management and agent health visibility.
  • Telegraf Enterprise Support: Official support for Telegraf Controller and Telegraf plugins.

Join the Telegraf Enterprise beta to get early access to the Telegraf Controller and provide feedback to help shape the future of Telegraf Enterprise.

For more information:

Telegraf Controller v0.0.7-beta now available

Telegraf Controller v0.0.7-beta is now available with new features, improvements, bug fixes, and an important breaking change.

View the release notes
Download Telegraf Controller v0.0.7-beta

InfluxDB Docker latest tag changing to InfluxDB 3 Core

On May 27, 2026, the latest tag for InfluxDB Docker images will point to InfluxDB 3 Core. To avoid unexpected upgrades, use specific version tags in your Docker deployments.

If using Docker to install and run InfluxDB, the latest tag will point to InfluxDB 3 Core. To avoid unexpected upgrades, use specific version tags in your Docker deployments. For example, if using Docker to run InfluxDB v2, replace the latest version tag with a specific version tag in your Docker pull command–for example:

docker pull influxdb:2