Databricks Plugin for Flyte
This plugin provides Databricks integration for Flyte, enabling you to run Spark jobs on Databricks as Flyte tasks.
Installation
pip install flyteplugins-databricks
Usage
from flyteplugins.databricks import Databricks, DatabricksConnector
@task(task_config=Databricks(
databricks_conf={
"run_name": "flyte databricks plugin",
"new_cluster": {
"spark_version": "13.3.x-scala2.12",
"autoscale": {
"min_workers": 1,
"max_workers": 1,
},
"node_type_id": "m6i.large",
"num_workers": 1,
"aws_attributes": {
"availability": "SPOT_WITH_FALLBACK",
"instance_profile_arn": "arn:aws:iam::339713193121:instance-profile/databricks-demo",
"ebs_volume_type": "GENERAL_PURPOSE_SSD",
"ebs_volume_count": 1,
"ebs_volume_size": 100,
"first_on_demand": 1,
},
},
# "existing_cluster_id": "1113-204018-tb9vr2fm", # use existing cluster id if you want
"timeout_seconds": 3600,
"max_retries": 1,
},
databricks_instance="mycompany.cloud.databricks.com",
))
def my_spark_task() -> int:
# Your Spark code here
return 42
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