cancel
Showing results for 
Search instead for 
Did you mean: 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results for 
Search instead for 
Did you mean: 

Can I use VMs from Pool for my Workflow cluster?

mmlime
New Contributor III

Hi,

there is no option to take VMs from a Pool for a new workflow (Azure Cloud)?

default schema for a new cluster:

{
    "num_workers": 0,
    "spark_version": "10.4.x-scala2.12",
    "spark_conf": {
        "spark.master": "local[*, 4]",
        "spark.databricks.cluster.profile": "singleNode"
    },
    "azure_attributes": {
        "first_on_demand": 1,
        "availability": "ON_DEMAND_AZURE",
        "spot_bid_max_price": -1
    },
    "node_type_id": "Standard_DS3_v2",
    "ssh_public_keys": [],
    "custom_tags": {
        "ResourceClass": "SingleNode"
    },
    "spark_env_vars": {
        "PYSPARK_PYTHON": "/databricks/python3/bin/python3"
    },
    "enable_elastic_disk": true,
    "cluster_source": "JOB",
    "init_scripts": [],
    "data_security_mode": "SINGLE_USER",
    "runtime_engine": "STANDARD"
}

1 ACCEPTED SOLUTION

Accepted Solutions

Vivian_Wilfred
Databricks Employee
Databricks Employee

@Michal Mlaka​ I just checked on the UI and I could find the pools listing under worker type in a job cluster configuration. It should work.

View solution in original post

4 REPLIES 4

Vivian_Wilfred
Databricks Employee
Databricks Employee

Hi @Michal Mlaka​ , it should be possible. If you are using APIs to launch the Job, remove  "node_type_id" and "driver_node_type_id" from the JSON and pass the "instance_pool_id" and "driver_instance_pool_id" instead to make the cluster pick VMs from the pool.

Check this doc for the structure of cluster definition-

https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/api/latest/clusters#--request-structure...

Let me know if this helps. Please mark the comment as "best answer" to resolve the query.

I will try. I started with UI and could not find that option there. Thanks.

Vivian_Wilfred
Databricks Employee
Databricks Employee

@Michal Mlaka​ I just checked on the UI and I could find the pools listing under worker type in a job cluster configuration. It should work.

ooou. sorry. yea its there 🙈 Thank you.

Join Us as a Local Community Builder!

Passionate about hosting events and connecting people? Help us grow a vibrant local community—sign up today to get started!

Sign Up Now