Apache Airflow website screenshot

Apache Airflow

Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows, developed by the Apache Software Foundation. It allows you to define workflows as Directed Acyclic Graphs (DAGs) in Python code, making them maintainable, versionable, testable, and collaborative. Airflow provides a stable REST API for managing DAGs, DAG runs, tasks, connections, variables, pools, and users, along with a web-based UI for monitoring and managing pipeline execution.

Apache Airflow publishes 18 APIs on the APIs.io network, including Config API, Connection API, DAG API, and 15 more. Tagged areas include Apache, DAG, Data Pipeline, ETL, and Open Source.

The Apache Airflow catalog on APIs.io includes 1 JSON-LD context and 2 Spectral governance rulesets.

Apache Airflow’s developer surface includes changelog, CLI, authentication, documentation, getting-started guide, engineering blog, support, and 36 more developer resources.

🌐 Visit website 📡 Source on GitHub
61.2/100 strong ▬ flat Agent 43/100 agent ready Full breakdown ↓
scored 2026-07-28 · rubric v0.6
AccessFreemiumSelf serve⚡ Free to try
19 APIs 1 MCP Servers 10 Features 6 Use Cases
ApacheDAGData PipelineETLOpen SourceOrchestrationPythonSchedulingWorkflow

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6
Composite quality — 61.2/100 · strong
Contract Quality 15.8 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.2 / 13
Governance 9.6 / 12
Discoverability 8.3 / 10
Agent readiness — 43/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/apache-airflow: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 19

Individual APIs this provider publishes, each with its own machine-readable definition.

Apache Airflow Experimental API (Deprecated)

The experimental API that preceded the stable REST API. This is deprecated and should not be used for new implementations.

Apache Airflow Config API

The Config API from Apache Airflow — 1 operation(s) for config.

Apache Airflow Connection API

The Connection API from Apache Airflow — 3 operation(s) for connection.

Apache Airflow DAG API

The DAG API from Apache Airflow — 8 operation(s) for dag.

Apache Airflow DAGRun API

The DAGRun API from Apache Airflow — 6 operation(s) for dagrun.

Apache Airflow DagWarning API

The DagWarning API from Apache Airflow — 1 operation(s) for dagwarning.

Apache Airflow Dataset API

The Dataset API from Apache Airflow — 4 operation(s) for dataset.

Apache Airflow EventLog API

The EventLog API from Apache Airflow — 2 operation(s) for eventlog.

Apache Airflow ImportError API

The ImportError API from Apache Airflow — 2 operation(s) for importerror.

Apache Airflow Monitoring API

The Monitoring API from Apache Airflow — 2 operation(s) for monitoring.

Apache Airflow Permission API

The Permission API from Apache Airflow — 1 operation(s) for permission.

Apache Airflow Plugin API

The Plugin API from Apache Airflow — 1 operation(s) for plugin.

Apache Airflow Pool API

The Pool API from Apache Airflow — 2 operation(s) for pool.

Apache Airflow Provider API

The Provider API from Apache Airflow — 1 operation(s) for provider.

Apache Airflow Role API

The Role API from Apache Airflow — 2 operation(s) for role.

Apache Airflow TaskInstance API

The TaskInstance API from Apache Airflow — 9 operation(s) for taskinstance.

Apache Airflow User API

The User API from Apache Airflow — 2 operation(s) for user.

Apache Airflow Variable API

The Variable API from Apache Airflow — 2 operation(s) for variable.

Apache Airflow XCom API

The XCom API from Apache Airflow — 2 operation(s) for xcom.

Scroll for all 19

Postman Collections 18

Ready-to-run Postman collections for exercising this provider's APIs.

Airflow API (Stable) Config API

POSTMAN

Airflow API (Stable) Config Connection API

POSTMAN

Airflow API (Stable) Config DAG API

POSTMAN

Airflow API (Stable) Config DAGRun API

POSTMAN

Airflow API (Stable) Config DagWarning API

POSTMAN

Airflow API (Stable) Config Dataset API

POSTMAN

Airflow API (Stable) Config EventLog API

POSTMAN

Airflow API (Stable) Config ImportError API

POSTMAN

Airflow API (Stable) Config Monitoring API

POSTMAN

Airflow API (Stable) Config Permission API

POSTMAN

Airflow API (Stable) Config Plugin API

POSTMAN

Airflow API (Stable) Config Pool API

POSTMAN

Airflow API (Stable) Config Provider API

POSTMAN

Airflow API (Stable) Config Role API

POSTMAN

Airflow API (Stable) Config TaskInstance API

POSTMAN

Airflow API (Stable) Config User API

POSTMAN

Airflow API (Stable) Config Variable API

POSTMAN

Airflow API (Stable) Config XCom API

POSTMAN

Scroll for all 18

Arazzo Workflows 13

Multi-step API workflows described with the Arazzo specification.

Apache Airflow Audit DAG Runs Across the Fleet

Use the batch endpoints to pull failed runs and their task instances across many DAGs in a date window, then check the event log for who intervened.

ARAZZO

Apache Airflow Collect DAG Run Results from XCom

Wait for a DAG run to finish, find the producing task instance, and pull its XCom return value.

ARAZZO

Apache Airflow Trace Dataset-Driven Lineage

Find a dataset by URI, read the tasks that produce it and the DAGs that consume it, and trace the events that triggered a downstream run.

ARAZZO

Apache Airflow Deployment Preflight Check

Verify scheduler and metadatabase health, capture the version, and surface DAG import errors and warnings before trusting a deployment.

ARAZZO

Apache Airflow Diagnose a Failed DAG Run

Isolate the failed task in a DAG run, pull its logs for the last attempt, and record the diagnosis as a note.

ARAZZO

Apache Airflow Force a Task Instance State

Preview and then set a task instance's state to unblock a stuck pipeline, verifying the DAG run recovers.

ARAZZO

Apache Airflow Onboard a DAG

Orient on an unfamiliar DAG by reading its metadata, schedule details, task graph, source code, and recent run history.

ARAZZO

Apache Airflow Provision a User with a Role

Ensure a role exists with the intended permissions, create a user bound to it, and verify the assignment.

ARAZZO

Apache Airflow Register a Connection After Testing It

Test a connection's credentials against the target system before saving it, then create and verify the stored connection.

ARAZZO

Apache Airflow Retry Failed Tasks in a DAG Run

Preview which task instances a clear would touch, clear the failed ones for real, and wait for the re-run to settle.

ARAZZO

Apache Airflow Trigger a DAG Run and Wait for Completion

Unpause a DAG if needed, trigger a run with a configuration payload, and poll until the run reaches a terminal state.

ARAZZO

Apache Airflow Upsert a Slot Pool

Create or resize an Airflow pool by name, then read back its slot accounting.

ARAZZO

Apache Airflow Upsert a Variable

Look up an Airflow variable and update it if it exists, otherwise create it, then read the result back.

ARAZZO

Scroll for all 13

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

apache-airflow-mcp.yml

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Apache Airflow Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Apache Airflow Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Apache Airflow Finops

FINOPS

Features 10

Notable capabilities this provider offers.

DAG-as-Code

Define workflows as Python code (Directed Acyclic Graphs) for version control, testing, and collaboration.

Stable REST API

Full-featured REST API for programmatic management of DAGs, runs, tasks, connections, variables, pools, and users.

Dynamic Pipeline Generation

Generate DAGs dynamically using Python, supporting complex conditional and parametric pipelines.

Extensible Providers

Rich ecosystem of provider packages for integrating with AWS, GCP, Azure, databases, and hundreds of external services.

Rich Web UI

Browser-based dashboard for monitoring DAG runs, task statuses, logs, and Gantt charts.

Resource Pools

Control concurrency and resource allocation across tasks using configurable pools.

Cross-DAG Dependencies

Define dependencies between DAGs using sensors, dataset-driven scheduling, and external task sensors.

Pluggable Executors

Supports Sequential, Local, Celery, Kubernetes, and DASK executors for flexible deployment.

SLA Monitoring

Define and track Service Level Agreements on task and DAG completion times.

Variable and Connection Management

Centrally manage environment-specific configuration via Airflow variables and connections.

Scroll for all 10

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Apache Airflow Context

88 classes · 197 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Apache Airflow API Rules

5 rules · 4 warnings 1 info

SPECTRAL

Apache Airflow API Rules

29 rules · 8 errors 19 warnings 2 info

SPECTRAL

JSON Schema 84

Standalone JSON Schema definitions for this provider's data models.

ActionCollection

0 properties

JSON SCHEMA

ActionResource

2 properties

JSON SCHEMA

Action

1 properties

JSON SCHEMA

BasicDAGRun

8 properties

JSON SCHEMA

ClassReference

2 properties

JSON SCHEMA

ClearDagRun

1 properties

JSON SCHEMA

ClearTaskInstances

14 properties

JSON SCHEMA

CollectionInfo

1 properties

JSON SCHEMA

Color

0 properties

JSON SCHEMA

ConfigOption

2 properties

JSON SCHEMA

Config

1 properties

JSON SCHEMA

ConfigSection

2 properties

JSON SCHEMA

ConnectionCollectionItem

7 properties

JSON SCHEMA

ConnectionCollection

0 properties

JSON SCHEMA

Connection

0 properties

JSON SCHEMA

ConnectionTest

2 properties

JSON SCHEMA

CronExpression

2 properties

JSON SCHEMA

DAGCollection

0 properties

JSON SCHEMA

DAGDetail

0 properties

JSON SCHEMA

DAGRunCollection

0 properties

JSON SCHEMA

DAGRun

14 properties

JSON SCHEMA

DagScheduleDatasetReference

3 properties

JSON SCHEMA

DAG

26 properties

JSON SCHEMA

DagState

0 properties

JSON SCHEMA

DagWarningCollection

0 properties

JSON SCHEMA

DagWarning

4 properties

JSON SCHEMA

DatasetCollection

0 properties

JSON SCHEMA

DatasetEventCollection

0 properties

JSON SCHEMA

DatasetEvent

9 properties

JSON SCHEMA

Dataset

7 properties

JSON SCHEMA

EventLogCollection

0 properties

JSON SCHEMA

EventLog

8 properties

JSON SCHEMA

ExtraLinkCollection

1 properties

JSON SCHEMA

ExtraLink

3 properties

JSON SCHEMA

HealthInfo

2 properties

JSON SCHEMA

HealthStatus

0 properties

JSON SCHEMA

ImportErrorCollection

0 properties

JSON SCHEMA

ImportError

4 properties

JSON SCHEMA

Job

10 properties

JSON SCHEMA

ListDagRunsForm

11 properties

JSON SCHEMA

ListTaskInstanceForm

12 properties

JSON SCHEMA

MetadatabaseStatus

1 properties

JSON SCHEMA

PluginCollectionItem

10 properties

JSON SCHEMA

PluginCollection

0 properties

JSON SCHEMA

PoolCollection

0 properties

JSON SCHEMA

Pool

7 properties

JSON SCHEMA

ProviderCollection

1 properties

JSON SCHEMA

Provider

3 properties

JSON SCHEMA

RelativeDelta

16 properties

JSON SCHEMA

Resource

1 properties

JSON SCHEMA

RoleCollection

0 properties

JSON SCHEMA

Role

2 properties

JSON SCHEMA

ScheduleInterval

0 properties

JSON SCHEMA

SchedulerStatus

2 properties

JSON SCHEMA

SetDagRunNote

1 properties

JSON SCHEMA

SetTaskInstanceNote

1 properties

JSON SCHEMA

SLAMiss

7 properties

JSON SCHEMA

Tag

1 properties

JSON SCHEMA

TaskCollection

1 properties

JSON SCHEMA

TaskInstanceCollection

0 properties

JSON SCHEMA

TaskInstanceReferenceCollection

1 properties

JSON SCHEMA

TaskInstanceReference

4 properties

JSON SCHEMA

TaskInstance

26 properties

JSON SCHEMA

TaskOutletDatasetReference

4 properties

JSON SCHEMA

Task

24 properties

JSON SCHEMA

TaskState

0 properties

JSON SCHEMA

TimeDelta

4 properties

JSON SCHEMA

Timezone

0 properties

JSON SCHEMA

TriggerRule

0 properties

JSON SCHEMA

Trigger

5 properties

JSON SCHEMA

UpdateDagRunState

1 properties

JSON SCHEMA

UpdateTaskInstance

2 properties

JSON SCHEMA

UpdateTaskInstancesState

9 properties

JSON SCHEMA

UserCollectionItem

11 properties

JSON SCHEMA

UserCollection

0 properties

JSON SCHEMA

User

0 properties

JSON SCHEMA

VariableCollectionItem

2 properties

JSON SCHEMA

VariableCollection

0 properties

JSON SCHEMA

Variable

0 properties

JSON SCHEMA

VersionInfo

2 properties

JSON SCHEMA

WeightRule

0 properties

JSON SCHEMA

XComCollectionItem

5 properties

JSON SCHEMA

XComCollection

0 properties

JSON SCHEMA

XCom

0 properties

JSON SCHEMA

Scroll for all 84

JSON Structure 84

JSON Structure definitions describing this provider's data shapes.

Openapi.Yaml Action Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Action Resource Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Action Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Basic Dag Run Structure

8 properties

JSON STRUCTURE

Openapi.Yaml Class Reference Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Clear Dag Run Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Clear Task Instances Structure

14 properties

JSON STRUCTURE

Openapi.Yaml Collection Info Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Color Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Config Option Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Config Section Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Config Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Connection Collection Item Structure

7 properties

JSON STRUCTURE

Openapi.Yaml Connection Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Connection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Connection Test Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Cron Expression Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Dag Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dag Detail Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dag Run Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dag Run Structure

14 properties

JSON STRUCTURE

Openapi.Yaml Dag Schedule Dataset Reference Structure

3 properties

JSON STRUCTURE

Openapi.Yaml Dag State Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dag Structure

26 properties

JSON STRUCTURE

Openapi.Yaml Dag Warning Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dag Warning Structure

4 properties

JSON STRUCTURE

Openapi.Yaml Dataset Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dataset Event Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Dataset Event Structure

9 properties

JSON STRUCTURE

Openapi.Yaml Dataset Structure

7 properties

JSON STRUCTURE

Openapi.Yaml Event Log Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Event Log Structure

8 properties

JSON STRUCTURE

Openapi.Yaml Extra Link Collection Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Extra Link Structure

3 properties

JSON STRUCTURE

Openapi.Yaml Health Info Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Health Status Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Import Error Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Import Error Structure

4 properties

JSON STRUCTURE

Openapi.Yaml Job Structure

10 properties

JSON STRUCTURE

Openapi.Yaml List Dag Runs Form Structure

11 properties

JSON STRUCTURE

Openapi.Yaml List Task Instance Form Structure

12 properties

JSON STRUCTURE

Openapi.Yaml Metadatabase Status Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Plugin Collection Item Structure

10 properties

JSON STRUCTURE

Openapi.Yaml Plugin Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Pool Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Pool Structure

7 properties

JSON STRUCTURE

Openapi.Yaml Provider Collection Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Provider Structure

3 properties

JSON STRUCTURE

Openapi.Yaml Relative Delta Structure

16 properties

JSON STRUCTURE

Openapi.Yaml Resource Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Role Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Role Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Schedule Interval Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Scheduler Status Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Set Dag Run Note Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Set Task Instance Note Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Sla Miss Structure

7 properties

JSON STRUCTURE

Openapi.Yaml Tag Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Task Collection Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Task Instance Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Task Instance Reference Collection Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Task Instance Reference Structure

4 properties

JSON STRUCTURE

Openapi.Yaml Task Instance Structure

26 properties

JSON STRUCTURE

Openapi.Yaml Task Outlet Dataset Reference Structure

4 properties

JSON STRUCTURE

Openapi.Yaml Task State Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Task Structure

24 properties

JSON STRUCTURE

Openapi.Yaml Time Delta Structure

4 properties

JSON STRUCTURE

Openapi.Yaml Timezone Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Trigger Rule Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Trigger Structure

5 properties

JSON STRUCTURE

Openapi.Yaml Update Dag Run State Structure

1 properties

JSON STRUCTURE

Openapi.Yaml Update Task Instance Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Update Task Instances State Structure

9 properties

JSON STRUCTURE

Openapi.Yaml User Collection Item Structure

11 properties

JSON STRUCTURE

Openapi.Yaml User Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml User Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Variable Collection Item Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Variable Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Variable Structure

0 properties

JSON STRUCTURE

Openapi.Yaml Version Info Structure

2 properties

JSON STRUCTURE

Openapi.Yaml Weight Rule Structure

0 properties

JSON STRUCTURE

Openapi.Yaml X Com Collection Item Structure

5 properties

JSON STRUCTURE

Openapi.Yaml X Com Collection Structure

0 properties

JSON STRUCTURE

Openapi.Yaml X Com Structure

0 properties

JSON STRUCTURE

Scroll for all 84

Examples 30

Example request and response payloads for these APIs.

Openapi.Yaml Action Collection Example

0 fields

EXAMPLE

Openapi.Yaml Action Example

1 fields

EXAMPLE

Openapi.Yaml Action Resource Example

2 fields

EXAMPLE

Openapi.Yaml Basic Dag Run Example

8 fields

EXAMPLE

Openapi.Yaml Class Reference Example

2 fields

EXAMPLE

Openapi.Yaml Clear Dag Run Example

1 fields

EXAMPLE

Openapi.Yaml Clear Task Instances Example

10 fields

EXAMPLE

Openapi.Yaml Collection Info Example

1 fields

EXAMPLE

Openapi.Yaml Color Example

0 fields

EXAMPLE

Openapi.Yaml Config Example

1 fields

EXAMPLE

Openapi.Yaml Config Option Example

2 fields

EXAMPLE

Openapi.Yaml Config Section Example

2 fields

EXAMPLE

Openapi.Yaml Connection Collection Example

0 fields

EXAMPLE

Openapi.Yaml Connection Collection Item Example

7 fields

EXAMPLE

Openapi.Yaml Connection Example

0 fields

EXAMPLE

Openapi.Yaml Connection Test Example

2 fields

EXAMPLE

Openapi.Yaml Cron Expression Example

2 fields

EXAMPLE

Openapi.Yaml Dag Collection Example

0 fields

EXAMPLE

Openapi.Yaml Dag Detail Example

0 fields

EXAMPLE

Openapi.Yaml Dag Example

10 fields

EXAMPLE

Openapi.Yaml Dag Run Collection Example

0 fields

EXAMPLE

Openapi.Yaml Dag Run Example

10 fields

EXAMPLE

Openapi.Yaml Dag Schedule Dataset Reference Example

3 fields

EXAMPLE

Openapi.Yaml Dag State Example

0 fields

EXAMPLE

Openapi.Yaml Dag Warning Collection Example

0 fields

EXAMPLE

Openapi.Yaml Dag Warning Example

4 fields

EXAMPLE

Openapi.Yaml Dataset Collection Example

0 fields

EXAMPLE

Openapi.Yaml Dataset Event Collection Example

0 fields

EXAMPLE

Openapi.Yaml Dataset Event Example

9 fields

EXAMPLE

Openapi.Yaml Dataset Example

7 fields

EXAMPLE

Scroll for all 30

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Apache Airflow Authentication

http/openIdConnect · 3 schemes

SECURITY

Apache Airflow Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Apache Airflow Vulnerability Disclosure

security.txt · contact published

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Apache Airflow Agentic Access

73 operations · 32 acting

73 operations · 32 acting

AGENTIC

Use Cases 6

What developers build with this provider.

ETL Pipeline Orchestration

Schedule and manage extract, transform, load pipelines with dependency management and retry logic.

Machine Learning Workflows

Orchestrate ML training, validation, and deployment pipelines with data dependency tracking.

Data Warehouse Loading

Coordinate data ingestion from multiple sources into data warehouses like BigQuery, Redshift, and Snowflake.

Batch Report Generation

Schedule periodic batch reporting jobs with email notification on completion or failure.

Multi-Cloud Data Movement

Move data between AWS, GCP, and Azure using provider integrations with dependency control.

CI/CD Pipeline Orchestration

Trigger and monitor software deployment pipelines with upstream/downstream task dependencies.

Integrations 8

Pre-built integrations with other platforms and tools.

Apache Spark

Native Spark submit and Livy operator integration for distributed data processing.

Google Cloud

Comprehensive GCP provider for BigQuery, Cloud Storage, Dataflow, Dataproc, and more.

Amazon Web Services

AWS provider for S3, Redshift, EMR, Glue, Lambda, and other services.

Microsoft Azure

Azure provider for Blob Storage, Data Factory, HDInsight, and Databricks.

dbt

dbt operator for running dbt transformations within Airflow pipelines.

Kubernetes

KubernetesPodOperator for running tasks in isolated Kubernetes pods.

Docker

DockerOperator for running tasks in Docker containers with isolated environments.

Apache Kafka

Kafka producers and consumers as Airflow tasks via the Kafka provider.

Scroll for all 8

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted
GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess
 WellKnown
WellKnown
 MCPServer
MCPServer
 LLMsTxt
LLMsTxt

Design & Contract 19

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance
 Lifecycle
Lifecycle
 Conventions
Conventions
 DataModel
DataModel
 SpectralRules
SpectralRules
 Vocabulary
Vocabulary
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo
 Arazzo
Arazzo

Scroll for all 19

Build 7

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace
PostmanWorkspace
 Packages
Packages
 CLI
CLI
 GitHubOrganization
GitHubOrganization
 GitHubRepository
GitHubRepository
 Python Package (PyPI)
SDKs
 Docker Image
SDKs

Scroll for all 7

Access & Security 5

Authentication, authorization, and security posture

SecurityTxt
SecurityTxt
 VulnerabilityDisclosure
VulnerabilityDisclosure
 DomainSecurity
DomainSecurity
 Authentication
Authentication
 Security
Security

Learn 1

Tutorials, courses, talks, and written guidance

Tutorials
Tutorials

Operate 3

Status, limits, changes, and where to get help

ChangeLog
ChangeLog
 Support
Support
 ChangeLog
ChangeLog

Company 2

The organization behind the API

LinkedIn
LinkedIn
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: apache-airflow
name: Apache Airflow
description: Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows, developed
  by the Apache Software Foundation. It allows you to define workflows as Directed Acyclic Graphs (DAGs) in Python code, making
  them maintainable, versionable, testable, and collaborative. Airflow provides a stable REST API for managing DAGs, DAG runs,
  tasks, connections, variables, pools, and users, along with a web-based UI for monitoring and managing pipeline execution.
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
position: Consumer
access: 3rd-Party
image: https://airflow.apache.org/images/feature-image.png
tags:
- Apache
- DAG
- Data Pipeline
- ETL
- Open Source
- Orchestration
- Python
- Scheduling
- Workflow
created: '2024-01-15'
modified: '2026-06-20'
url: https://raw.githubusercontent.com/api-evangelist/apache-airflow/refs/heads/main/apis.yml
specificationVersion: '0.19'
apis:
- aid: apache-airflow:apache-airflow-experimental-api
  name: Apache Airflow Experimental API (Deprecated)
  description: The experimental API that preceded the stable REST API. This is deprecated and should not be used for new implementations.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/deprecated-rest-api-ref.html
  baseURL: http://localhost:8080/api/experimental
  tags:
  - Deprecated
  - Legacy
  - REST
  properties:
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/deprecated-rest-api-ref.html
- aid: apache-airflow:apache-airflow-config-api
  name: Apache Airflow Config API
  description: The Config API from Apache Airflow — 1 operation(s) for config.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Config
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-config-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-connection-api
  name: Apache Airflow Connection API
  description: The Connection API from Apache Airflow — 3 operation(s) for connection.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Connection
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-connection-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-dag-api
  name: Apache Airflow DAG API
  description: The DAG API from Apache Airflow — 8 operation(s) for dag.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - DAG
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-dag-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-dagrun-api
  name: Apache Airflow DAGRun API
  description: The DAGRun API from Apache Airflow — 6 operation(s) for dagrun.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - DAGRun
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-dagrun-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-dagwarning-api
  name: Apache Airflow DagWarning API
  description: The DagWarning API from Apache Airflow — 1 operation(s) for dagwarning.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - DagWarning
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-dagwarning-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-dataset-api
  name: Apache Airflow Dataset API
  description: The Dataset API from Apache Airflow — 4 operation(s) for dataset.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Dataset
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-dataset-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-eventlog-api
  name: Apache Airflow EventLog API
  description: The EventLog API from Apache Airflow — 2 operation(s) for eventlog.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - EventLog
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-eventlog-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-importerror-api
  name: Apache Airflow ImportError API
  description: The ImportError API from Apache Airflow — 2 operation(s) for importerror.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - ImportError
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-importerror-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-monitoring-api
  name: Apache Airflow Monitoring API
  description: The Monitoring API from Apache Airflow — 2 operation(s) for monitoring.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Monitoring
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-monitoring-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-permission-api
  name: Apache Airflow Permission API
  description: The Permission API from Apache Airflow — 1 operation(s) for permission.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Permission
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-permission-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-plugin-api
  name: Apache Airflow Plugin API
  description: The Plugin API from Apache Airflow — 1 operation(s) for plugin.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Plugin
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-plugin-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-pool-api
  name: Apache Airflow Pool API
  description: The Pool API from Apache Airflow — 2 operation(s) for pool.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Pool
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-pool-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-provider-api
  name: Apache Airflow Provider API
  description: The Provider API from Apache Airflow — 1 operation(s) for provider.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Provider
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-provider-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-role-api
  name: Apache Airflow Role API
  description: The Role API from Apache Airflow — 2 operation(s) for role.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Role
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-role-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-taskinstance-api
  name: Apache Airflow TaskInstance API
  description: The TaskInstance API from Apache Airflow — 9 operation(s) for taskinstance.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - TaskInstance
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-taskinstance-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-user-api
  name: Apache Airflow User API
  description: The User API from Apache Airflow — 2 operation(s) for user.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - User
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-user-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-variable-api
  name: Apache Airflow Variable API
  description: The Variable API from Apache Airflow — 2 operation(s) for variable.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - Variable
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-variable-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- aid: apache-airflow:apache-airflow-xcom-api
  name: Apache Airflow XCom API
  description: The XCom API from Apache Airflow — 2 operation(s) for xcom.
  humanURL: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  baseURL: http://localhost:8080/api/v1
  tags:
  - XCom
  properties:
  - type: OpenAPI
    url: openapi/apache-airflow-xcom-api-openapi.yml
  - type: Documentation
    url: https://airflow.apache.org/docs/apache-airflow/stable/stable-rest-api-ref.html
  - type: ErrorCatalog
    url: errors/apache-airflow-problem-types.yml
  - type: Authentication
    url: https://airflow.apache.org/docs/apache-airflow/stable/security/api.html
  - type: ChangeLog
    url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
common:
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/apache-airflow/overview
- type: AgenticAccess
  url: agentic-access/apache-airflow-agentic-access.yml
- type: Packages
  url: packages/apache-airflow-packages.yml
- type: WellKnown
  url: well-known/apache-airflow-well-known.yml
- type: SecurityTxt
  url: well-known/apache-airflow-security.txt
- type: MCPServer
  url: mcp/apache-airflow-mcp.yml
- type: LLMsTxt
  url: llms/apache-airflow-llms.txt
- type: Conformance
  url: conformance/apache-airflow-conformance.yml
- type: Lifecycle
  url: lifecycle/apache-airflow-lifecycle.yml
- type: Conventions
  url: conventions/apache-airflow-conventions.yml
- type: ChangeLog
  url: changelog/apache-airflow-changelog.yml
- type: CLI
  url: cli/apache-airflow-cli.yml
- type: DataModel
  url: data-model/apache-airflow-data-model.yml
- type: VulnerabilityDisclosure
  url: security/apache-airflow-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/apache-airflow-domain-security.yml
- type: Authentication
  url: authentication/apache-airflow-authentication.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/apache-airflow
- type: GitHubOrganization
  url: https://github.com/apache
- type: GitHubRepository
  url: https://github.com/apache/airflow
- type: Documentation
  url: https://airflow.apache.org/
- type: GettingStarted
  url: https://airflow.apache.org/docs/apache-airflow/stable/start.html
- type: Tutorials
  url: https://airflow.apache.org/docs/apache-airflow/stable/tutorial/index.html
- type: SDKs
  url: https://pypi.org/project/apache-airflow/
  title: Python Package (PyPI)
- type: SDKs
  url: https://hub.docker.com/r/apache/airflow
  title: Docker Image
- type: Security
  url: https://airflow.apache.org/docs/apache-airflow/stable/security/
- type: Blog
  url: https://airflow.apache.org/blog/
- type: Support
  url: https://airflow.apache.org/community/
- type: ChangeLog
  url: https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html
- type: SpectralRules
  url: rules/apache-airflow-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/apache-airflow-vocabulary.yaml
- type: Arazzo
  url: arazzo/apache-airflow-trigger-dag-run-workflow.yml
  name: Apache Airflow Trigger a DAG Run and Wait for Completion
- type: Arazzo
  url: arazzo/apache-airflow-collect-dag-run-results-workflow.yml
  name: Apache Airflow Collect DAG Run Results from XCom
- type: Arazzo
  url: arazzo/apache-airflow-diagnose-failed-dag-run-workflow.yml
  name: Apache Airflow Diagnose a Failed DAG Run
- type: Arazzo
  url: arazzo/apache-airflow-retry-failed-tasks-workflow.yml
  name: Apache Airflow Retry Failed Tasks in a DAG Run
- type: Arazzo
  url: arazzo/apache-airflow-force-task-instance-state-workflow.yml
  name: Apache Airflow Force a Task Instance State
- type: Arazzo
  url: arazzo/apache-airflow-upsert-variable-workflow.yml
  name: Apache Airflow Upsert a Variable
- type: Arazzo
  url: arazzo/apache-airflow-register-connection-workflow.yml
  name: Apache Airflow Register a Connection After Testing It
- type: Arazzo
  url: arazzo/apache-airflow-upsert-pool-workflow.yml
  name: Apache Airflow Upsert a Slot Pool
- type: Arazzo
  url: arazzo/apache-airflow-onboard-dag-workflow.yml
  name: Apache Airflow Onboard a DAG
- type: Arazzo
  url: arazzo/apache-airflow-deployment-preflight-workflow.yml
  name: Apache Airflow Deployment Preflight Check
- type: Arazzo
  url: arazzo/apache-airflow-audit-dag-runs-workflow.yml
  name: Apache Airflow Audit DAG Runs Across the Fleet
- type: Arazzo
  url: arazzo/apache-airflow-dataset-lineage-workflow.yml
  name: Apache Airflow Trace Dataset-Driven Lineage
- type: Arazzo
  url: arazzo/apache-airflow-provision-user-workflow.yml
  name: Apache Airflow Provision a User with a Role
- type: Features
  data:
  - name: DAG-as-Code
    description: Define workflows as Python code (Directed Acyclic Graphs) for version control, testing, and collaboration.
  - name: Stable REST API
    description: Full-featured REST API for programmatic management of DAGs, runs, tasks, connections, variables, pools, and
      users.
  - name: Dynamic Pipeline Generation
    description: Generate DAGs dynamically using Python, supporting complex conditional and parametric pipelines.
  - name: Extensible Providers
    description: Rich ecosystem of provider packages for integrating with AWS, GCP, Azure, databases, and hundreds of external
      services.
  - name: Rich Web UI
    description: Browser-based dashboard for monitoring DAG runs, task statuses, logs, and Gantt charts.
  - name: Resource Pools
    description: Control concurrency and resource allocation across tasks using configurable pools.
  - name: Cross-DAG Dependencies
    description: Define dependencies between DAGs using sensors, dataset-driven scheduling, and external task sensors.
  - name: Pluggable Executors
    description: Supports Sequential, Local, Celery, Kubernetes, and DASK executors for flexible deployment.
  - name: SLA Monitoring
    description: Define and track Service Level Agreements on task and DAG completion times.
  - name: Variable and Connection Management
    description: Centrally manage environment-specific configuration via Airflow variables and connections.
- type: UseCases
  data:
  - name: ETL Pipeline Orchestration
    description: Schedule and manage extract, transform, load pipelines with dependency management and retry logic.
  - name: Machine Learning Workflows
    description: Orchestrate ML training, validation, and deployment pipelines with data dependency tracking.
  - name: Data Warehouse Loading
    description: Coordinate data ingestion from multiple sources into data warehouses like BigQuery, Redshift, and Snowflake.
  - name: Batch Report Generation
    description: Schedule periodic batch reporting jobs with email notification on completion or failure.
  - name: Multi-Cloud Data Movement
    description: Move data between AWS, GCP, and Azure using provider integrations with dependency control.
  - name: CI/CD Pipeline Orchestration
    description: Trigger and monitor software deployment pipelines with upstream/downstream task dependencies.
- type: Integrations
  data:
  - name: Apache Spark
    description: Native Spark submit and Livy operator integration for distributed data processing.
  - name: Google Cloud
    description: Comprehensive GCP provider for BigQuery, Cloud Storage, Dataflow, Dataproc, and more.
  - name: Amazon Web Services
    description: AWS provider for S3, Redshift, EMR, Glue, Lambda, and other services.
  - name: Microsoft Azure
    description: Azure provider for Blob Storage, Data Factory, HDInsight, and Databricks.
  - name: dbt
    description: dbt operator for running dbt transformations within Airflow pipelines.
  - name: Kubernetes
    description: KubernetesPodOperator for running tasks in isolated Kubernetes pods.
  - name: Docker
    description: DockerOperator for running tasks in Docker containers with isolated environments.
  - name: Apache Kafka
    description: Kafka producers and consumers as Airflow tasks via the Kafka provider.
maintainers:
- FN: Kin Lane
  email: info@apievangelist.com