Airflow API (Stable)
Overview
To facilitate management, Apache Airflow supports a range of REST API endpoints across its objects. This section provides an overview of the API design, methods, and supported use cases.
Most of the endpoints accept JSON as input and return JSON responses.
This means that you must usually add the following headers to your request:
Resources
The term resource refers to a single type of object in the Airflow metadata. An API is broken up by its
endpoint's corresponding resource.
The name of a resource is typically plural and expressed in camelCase. Example: dagRuns.
Resource names are used as part of endpoint URLs, as well as in API parameters and responses.
CRUD Operations
The platform supports Create, Read, Update, and Delete operations on most resources. You can review the standards for these operations and their standard parameters below.
Some endpoints have special behavior as exceptions.
Create
To create a resource, you typically submit an HTTP POST request with the resource's required metadata
in the request body.
The response returns a 201 Created response code upon success with the resource's metadata, including
its internal id, in the response body.
Read
The HTTP GET request can be used to read a resource or to list a number of resources.
A resource's id can be submitted in the request parameters to read a specific resource.
The response usually returns a 200 OK response code upon success, with the resource's metadata in
the response body.
If a GET request does not include a specific resource id, it is treated as a list request.
The response usually returns a 200 OK response code upon success, with an object containing a list
of resources' metadata in the response body.
When reading resources, some common query parameters are usually available. e.g.:
Update
Updating a resource requires the resource id, and is typically done using an HTTP PATCH request,
with the fields to modify in the request body.
The response usually returns a 200 OK response code upon success, with information about the modified
resource in the response body.
Delete
Deleting a resource requires the resource id and is typically executing via an HTTP DELETE request.
The response usually returns a 204 No Content response code upon success.
Conventions
-
Resource names are plural and expressed in camelCase.
-
Names are consistent between URL parameter name and field name.
-
Field names are in snake_case.
Update Mask
Update mask is available as a query parameter in patch endpoints. It is used to notify the
API which fields you want to update. Using update_mask makes it easier to update objects
by helping the server know which fields to update in an object instead of updating all fields.
The update request ignores any fields that aren't specified in the field mask, leaving them with
their current values.
Example:
Versioning and Endpoint Lifecycle
- API versioning is not synchronized to specific releases of the Apache Airflow.
- APIs are designed to be backward compatible.
- Any changes to the API will first go through a deprecation phase.
Trying the API
You can use a third party client, such as , , or to test the Apache Airflow API.
Note that you will need to pass credentials data.
For e.g., here is how to pause a DAG with , when basic authorization is used:
Using a graphical tool such as or , it is possible to import the API specifications directly:
- Download the API specification by clicking the Download button at top of this document
- Import the JSON specification in the graphical tool of your choice.
- In Postman, you can click the import button at the top
- With Insomnia, you can just drag-and-drop the file on the UI
Note that with Postman, you can also generate code snippets by selecting a request and clicking on the Code button.
Enabling CORS
is a browser security feature that restricts HTTP requests that are initiated from scripts running in the browser.
For details on enabling/configuring CORS, see .
Authentication
To be able to meet the requirements of many organizations, Airflow supports many authentication methods, and it is even possible to add your own method.
If you want to check which auth backend is currently set, you can use
airflow config get-value api auth_backends command as in the example below.
The default is to deny all requests.
For details on configuring the authentication, see .
Errors
We follow the error response format proposed in also known as Problem Details for HTTP APIs. As with our normal API responses, your client must be prepared to gracefully handle additional members of the response.
Unauthenticated
This indicates that the request has not been applied because it lacks valid authentication credentials for the target resource. Please check that you have valid credentials.
PermissionDenied
This response means that the server understood the request but refuses to authorize it because it lacks sufficient rights to the resource. It happens when you do not have the necessary permission to execute the action you performed. You need to get the appropriate permissions in other to resolve this error.
BadRequest
This response means that the server cannot or will not process the request due to something that is perceived to be a client error (e.g., malformed request syntax, invalid request message framing, or deceptive request routing). To resolve this, please ensure that your syntax is correct.
NotFound
This client error response indicates that the server cannot find the requested resource.
MethodNotAllowed
Indicates that the request method is known by the server but is not supported by the target resource.
NotAcceptable
The target resource does not have a current representation that would be acceptable to the user agent, according to the proactive negotiation header fields received in the request, and the server is unwilling to supply a default representation.
AlreadyExists
The request could not be completed due to a conflict with the current state of the target resource, e.g. the resource it tries to create already exists.
Unknown
This means that the server encountered an unexpected condition that prevented it from fulfilling the request.
Content-type: application/jsonAccept: application/jsonv1/connections?limit=25&offset=25{ "name": "string", "slots": 0, "occupied_slots": 0, "used_slots": 0, "queued_slots": 0, "open_slots": 0} resource = request.get('/resource/my-id').json() resource['my_field'] = 'new-value' request.patch('/resource/my-id?update_mask=my_field', data=json.dumps(resource))curl -X PATCH 'https://example.com/api/v1/dags/{dag_id}?update_mask=is_paused' \-H 'Content-Type: application/json' \--user "username:password" \-d '{ "is_paused": true}'$ airflow config get-value api auth_backendsairflow.api.auth.backend.basic_auth- Homepage
- https://api.apis.guru/v2/specs/apache.org/2.5.1.json
- Provider
- apache.org
- OpenAPI version
- 3.0.3
- Spec (JSON)
- https://api.apis.guru/v2/specs/apache.org/2.5.1/openapi.json
- Spec (YAML)
- https://api.apis.guru/v2/specs/apache.org/2.5.1/openapi.yaml
Tools (75)
Extracted live via the executor SDK.
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config.getConfigGet current configuration
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connection.deleteConnectionDelete a connection
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connection.getConnectionGet a connection
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connection.getConnectionsList connections
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connection.patchConnectionUpdate a connection
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connection.postConnectionCreate a connection
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connection.testConnectionTest a connection.
New in version 2.2.0
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dag.deleteDagDeletes all metadata related to the DAG, including finished DAG Runs and Tasks. Logs are not deleted. This action cannot be undone.
New in version 2.2.0
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dag.getDagPresents only information available in database (DAGModel). If you need detailed information, consider using GET /dags/{dag_id}/details.
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dag.getDagDetailsThe response contains many DAG attributes, so the response can be large. If possible, consider using GET /dags/{dag_id}.
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dag.getDagsList DAGs in the database.
dag_id_patterncan be set to match dags of a specific pattern -
dag.getDagSourceGet a source code using file token.
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dag.getTaskGet simplified representation of a task
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dag.getTasksGet tasks for DAG
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dag.patchDagUpdate a DAG
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dag.patchDagsUpdate DAGs of a given dag_id_pattern using UpdateMask. This endpoint allows specifying
~as the dag_id_pattern to update all DAGs. New in version 2.3.0 -
dag.postClearTaskInstancesClears a set of task instances associated with the DAG for a specified date range.
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dag.postSetTaskInstancesStateUpdates the state for multiple task instances simultaneously.
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dagRun.clearDagRunClear a DAG run.
New in version 2.4.0
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dagRun.deleteDagRunDelete a DAG run
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dagRun.getDagRunGet a DAG run
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dagRun.getDagRunsThis endpoint allows specifying
~as the dag_id to retrieve DAG runs for all DAGs. -
dagRun.getDagRunsBatchThis endpoint is a POST to allow filtering across a large number of DAG IDs, where as a GET it would run in to maximum HTTP request URL length limit.
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dagRun.getUpstreamDatasetEventsGet datasets for a dag run.
New in version 2.4.0
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dagRun.postDagRunTrigger a new DAG run
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dagRun.setDagRunNoteUpdate the manual user note of a DagRun.
New in version 2.5.0
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dagRun.updateDagRunStateModify a DAG run.
New in version 2.2.0
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dagWarning.getDagWarningsList dag warnings
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dataset.getDatasetGet a dataset by uri.
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dataset.getDatasetEventsGet dataset events
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dataset.getDatasetsList datasets
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eventLog.getEventLogGet a log entry
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eventLog.getEventLogsList log entries from event log.
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importError.getImportErrorGet an import error
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importError.getImportErrorsList import errors
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monitoring.getHealthGet the status of Airflow's metadatabase and scheduler. It includes info about metadatabase and last heartbeat of scheduler.
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monitoring.getVersionGet version information
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permission.getPermissionsGet a list of permissions.
New in version 2.1.0
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plugin.getPluginsGet a list of loaded plugins.
New in version 2.1.0
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pool.deletePoolDelete a pool
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pool.getPoolGet a pool
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pool.getPoolsList pools
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pool.patchPoolUpdate a pool
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pool.postPoolCreate a pool
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provider.getProvidersGet a list of providers.
New in version 2.1.0
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role.deleteRoleDelete a role.
New in version 2.1.0
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role.getRoleGet a role.
New in version 2.1.0
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role.getRolesGet a list of roles.
New in version 2.1.0
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role.patchRoleUpdate a role.
New in version 2.1.0
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role.postRoleCreate a new role.
New in version 2.1.0
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taskInstance.getExtraLinksList extra links for task instance.
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taskInstance.getLogGet logs for a specific task instance and its try number.
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taskInstance.getMappedTaskInstanceGet details of a mapped task instance.
New in version 2.3.0
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taskInstance.getMappedTaskInstancesGet details of all mapped task instances.
New in version 2.3.0
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taskInstance.getTaskInstanceGet a task instance
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taskInstance.getTaskInstancesThis endpoint allows specifying
~as the dag_id, dag_run_id to retrieve DAG runs for all DAGs and DAG runs. -
taskInstance.getTaskInstancesBatchList task instances from all DAGs and DAG runs. This endpoint is a POST to allow filtering across a large number of DAG IDs, where as a GET it would run in to maximum HTTP request URL length limits.
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taskInstance.patchMappedTaskInstanceUpdates the state for single mapped task instance. New in version 2.5.0
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taskInstance.patchTaskInstanceUpdates the state for single task instance. New in version 2.5.0
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taskInstance.setMappedTaskInstanceNoteUpdate the manual user note of a mapped Task Instance.
New in version 2.5.0
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taskInstance.setTaskInstanceNoteUpdate the manual user note of a non-mapped Task Instance.
New in version 2.5.0
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user.deleteUserDelete a user with a specific username.
New in version 2.2.0
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user.getUserGet a user with a specific username.
New in version 2.1.0
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user.getUsersGet a list of users.
New in version 2.1.0
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user.patchUserUpdate fields for a user.
New in version 2.2.0
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user.postUserCreate a new user with unique username and email.
New in version 2.2.0
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variable.deleteVariableDelete a variable
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variable.getVariableGet a variable by key.
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variable.getVariablesThe collection does not contain data. To get data, you must get a single entity.
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variable.patchVariableUpdate a variable by key.
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variable.postVariablesCreate a variable
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xCom.getXcomEntriesThis endpoint allows specifying
~as the dag_id, dag_run_id, task_id to retrieve XCOM entries for for all DAGs, DAG runs and task instances. XCom values won't be returned as they can be large. Use this endpoint to get a list of XCom entries and then fetch individual entry to get value. -
xCom.getXcomEntryGet an XCom entry
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openapi.previewSpecPreview an OpenAPI document before adding it as a source
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openapi.addSourceAdd an OpenAPI source and register its operations as tools