AWS Glue crawler

awsWorkeraws-glue-crawler

Managed job that scans a data store and writes inferred tables into the Data Catalog.

Provider
aws
Kind
Worker
Category
Compute
Properties · 5 set by this component
propertytypevaluesrequiredkind defaultthis component
acceleratorenumnone | gpu | asicnonone▸ none
concurrencyinteger—no—inherited
fanoutStrategy · advancedenumnone | push | pull | hybridnonone▸ none
fanoutThreshold · advancedinteger—no—inherited
idempotentboolean—nofalseinherited
incrementalCrawl · component propertyboolean—nofalseinherited
instancesinteger—no—inherited
lakeFormationCredentials · component propertyboolean—nofalseinherited
managedboolean—nofalse▸ true
partitionIndexes · component propertyboolean—notrueinherited
rateControl · advancedenumnone | fixed | aimdnonone▸ none
s3EventNotifications · component propertyboolean—nofalseinherited
schedulestring—no—inherited
triggerenumqueue | stream | schedule | batch | manualyes—▸ manual
Rules that apply · 3

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.

push-fanout-without-celebrity-path

Pure push fan-out over a social graph is brutal at the tail: one post from an account with millions of followers becomes millions of cache writes. A follower threshold above which readers merge at read time bounds that write amplification.

  • — all of these hold:
  • — the node's `fanoutStrategy` is "push"
  • — the node's `fanoutThreshold` has no value
  • — the design contains a node of kind graph-database
shared-worker-pool-across-queues

One worker pool consuming several queues lets a slow or poisoned queue starve the others. That is precisely what the design's per-queue isolation requirement forbids.

  • — all of these hold:
  • — the node has more than 1 incoming edge from a queue
  • — the design requirement `isolation.perQueue` is true
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: "glue-crawler", component: "aws-glue-crawler" }
Other Worker products · 82
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and 42 more → Worker page
Source
# yaml-language-server: $schema=../../schema/component.schema.json
# AWS Glue crawler: managed job that classifies a data store, infers a schema and writes tables and partitions
# into the Data Catalog ("Using crawlers to populate the Data Catalog"). It runs on demand unless a cron schedule
# is added ("Scheduling a crawler"); incremental crawls and Amazon S3 event acceleration are opt-in while
# partition indexes are created by default ("Customizing crawler behavior").
schemaVersion: "1"
type: "component"
id: "aws-glue-crawler"
kind: "worker"
provider: "aws"
docs: "https://docs.aws.amazon.com/glue/latest/dg/crawler-configuration.html"
defaults:
  managed: true
  trigger: "manual"
  accelerator: "none"
  rateControl: "none"
  fanoutStrategy: "none"
properties:
  incrementalCrawl:
    type: "boolean"
    default: false
  s3EventNotifications:
    type: "boolean"
    default: false
  partitionIndexes:
    type: "boolean"
    default: true
  lakeFormationCredentials:
    type: "boolean"
    default: false

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