Module Contents



Start a container on Azure Container Instances







DEFAULT_CPU[source] :dict[str, str][source] :Sequence[str] = [][source] :Sequence[Volume] = [][source] = 2.0[source] = 1.0[source]
class*, ci_conn_id, registry_conn_id, resource_group, name, image, region, environment_variables=None, secured_variables=None, volumes=None, memory_in_gb=None, cpu=None, gpu=None, command=None, remove_on_error=True, fail_if_exists=True, tags=None, os_type='Linux', restart_policy='Never', ip_address=None, ports=None, network_profile=None, **kwargs)[source]

Bases: airflow.models.BaseOperator

Start a container on Azure Container Instances

  • ci_conn_id (str) – connection id of a service principal which will be used to start the container instance

  • registry_conn_id (str | None) – connection id of a user which can login to a private docker registry. For Azure use Azure connection id

  • resource_group (str) – name of the resource group wherein this container instance should be started

  • name (str) – name of this container instance. Please note this name has to be unique in order to run containers in parallel.

  • image (str) – the docker image to be used

  • region (str) – the region wherein this container instance should be started

  • environment_variables (dict | None) – key,value pairs containing environment variables which will be passed to the running container

  • secured_variables (str | None) – names of environmental variables that should not be exposed outside the container (typically passwords).

  • volumes (list | None) – list of Volume tuples to be mounted to the container. Currently only Azure Fileshares are supported.

  • memory_in_gb (Any | None) – the amount of memory to allocate to this container

  • cpu (Any | None) – the number of cpus to allocate to this container

  • gpu (Any | None) – GPU Resource for the container.

  • command (list[str] | None) – the command to run inside the container

  • container_timeout – max time allowed for the execution of the container instance.

  • tags (dict[str, str] | None) – azure tags as dict of str:str

  • os_type (str) – The operating system type required by the containers in the container group. Possible values include: ‘Windows’, ‘Linux’

  • restart_policy (str) – Restart policy for all containers within the container group. Possible values include: ‘Always’, ‘OnFailure’, ‘Never’

  • ip_address (IpAddress | None) – The IP address type of the container group.

  • network_profile (ContainerGroupNetworkProfile | None) – The network profile information for a container group.


    ci_conn_id = "azure_service_principal",
    registry_conn_id = "azure_registry_user",
    resource_group = "my-resource-group",
    name = "my-container-name-{{ ds }}",
    image = "",
    region = "westeurope",
    environment_variables = {"MODEL_PATH":  "my_value",
     "POSTGRES_LOGIN": "{{ macros.connection('postgres_default').login }}",
     "POSTGRES_PASSWORD": "{{ macros.connection('postgres_default').password }}",
     "JOB_GUID": "{{ ti.xcom_pull(task_ids='task1', key='guid') }}" },
    secured_variables = ['POSTGRES_PASSWORD'],
    volumes = [("azure_container_instance_conn_id",
    gpu=GpuResource(count=1, sku='K80'),
    command=["/bin/echo", "world"],
template_fields :Sequence[str] = ['name', 'image', 'command', 'environment_variables'][source]

This is the main method to derive when creating an operator. Context is the same dictionary used as when rendering jinja templates.

Refer to get_template_context for more context.


Override this method to clean up subprocesses when a task instance gets killed. Any use of the threading, subprocess or multiprocessing module within an operator needs to be cleaned up, or it will leave ghost processes behind.

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