Amazon Forecast

Managed time-series forecasting trained on your historical and related data.

Provider: aws
Kind: AI service
Category: Compute
Official docs: https://docs.aws.amazon.com/forecast/latest/dg/limits.html

Properties · 5 set by this component

property	type	values	required	kind default	this component
auth	enum	api-key \| oauth \| iam \| none	no	—	▸ iam
autoPredictor · component property	boolean	—	no	false	inherited
contentFiltering	boolean	—	no	—	inherited
customerManagedKeys	boolean	—	no	—	▸ false
dataResidency · advanced	enum	us \| eu \| asia \| global	no	—	inherited
dataRetentionDays	integer	—	no	—	inherited
forecastQueryableDays · component property	integer	—	no	30	inherited
keyStore	boolean	—	no	false	inherited
managed	boolean	—	no	false	▸ true
maxForecastHorizonPoints · component property	integer	—	no	500	inherited
modality	enum	text \| vision \| speech \| multimodal \| structured \| image \| video \| audio \| embedding \| rerank	no	—	▸ structured
parallelQueryTasks · component property	integer	—	no	10	inherited
publicEndpoint	boolean	—	no	—	▸ true
quotaUnitsPerMinute	integer	—	no	—	inherited
rateLimitRpm · advanced	integer	—	no	—	inherited
rateLimitTpm · advanced	integer	—	no	—	inherited
servingMode · component property	enum	query \| export	no	query	inherited
viaGateway	boolean	—	no	false	inherited

Rules that apply · 2

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

AI API key not managedwarning

ai-api-key-unmanaged

This AI vendor is reached with an API key, and nothing in the design holds or rotates that key. It ends up in environment files or code, every caller shares it, and a single leak runs up the vendor bill until someone notices. Put the key in a key-management component, or say it is held there with keyStore.

— all of these hold:
— the node's `auth` is "api-key"
— the node's `keyStore` is false
— the node has at least one incoming edge from an app-server, worker or client
— this does not hold:
— the design contains a node of kind key-management

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "forecast", component: "aws-forecast" }

Other AI service products · 125

and 85 more → AI service page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Amazon Forecast: managed time-series forecasting that trains a predictor from imported datasets and answers QueryForecast calls. In maintenance since 29 July 2024, superseded by Amazon SageMaker Canvas and closed to new customers; placeable until end of support.
3# "Guidelines and Quotas" gives the defaults: 3 datasets per dataset group, 500 predictors and 100 forecasts per account, 5,000,000 time series per predictor, a forecast horizon capped at 500 data points, a forecast queryable for 30 days and 10 parallel QueryForecast tasks.
4schemaVersion: "1"
5type: "component"
6id: "aws-forecast"
7kind: "ai-service"
8provider: "aws"
9docs: "https://docs.aws.amazon.com/forecast/latest/dg/limits.html"
10defaults:
11  auth: "iam"
12  modality: "structured"
13  managed: true
14  publicEndpoint: true
15  customerManagedKeys: false
16properties:
17  servingMode:
18    type: "enum"
19    values: ["query", "export"]
20    default: "query"
21  maxForecastHorizonPoints:
22    type: "integer"
23    default: 500
24  forecastQueryableDays:
25    type: "integer"
26    default: 30
27  parallelQueryTasks:
28    type: "integer"
29    default: 10
30  autoPredictor:
31    type: "boolean"
32    default: false

The same page as markdown, for an agent: /catalogue/components/aws-forecast.md