Apache Hamilton UI SDK: Client Code & Related

Disclaimer

Apache Hamilton is an effort undergoing incubation at the Apache Software Foundation (ASF), sponsored by the Apache Incubator PMC.

Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects.

While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.

Welcome to using the Apache Hamilton UI!

Here are instructions on how to get started with tracking, and managing your Apache Hamilton DAGs with the Apache Hamilton UI.

Getting Started

For the latest documentation, please consult our Apache Hamilton documentation under Apache Hamilton UI.

For a quick overview of Apache Hamilton, we suggest tryhamilton.dev.

Using the HamiltonTracker

First, you'll need to install the Apache Hamilton SDK package. Assuming you're using pip, you can do this with:

# install the package & cli into your favorite python environment.
pip install "apache-hamilton[sdk]"

# And validate -- this should not error.
python -c "from hamilton_sdk import adapters"

Next, you'll need to modify your Apache Hamilton driver. You'll only need to use one line of code to replace your driver with ours:

from hamilton_sdk import adapters
from hamilton import driver

tracker = adapters.HamiltonTracker(
   project_id=PROJECT_ID,  # modify this as needed
   username=YOUR_EMAIL, # modify this as needed
   dag_name="my_version_of_the_dag",
   tags={"environment": "DEV", "team": "MY_TEAM", "version": "X"}
)
dr = (
  driver.Builder()
    .with_config(your_config)
    .with_modules(*your_modules)
    .with_adapters(tracker)
    .build()
)
# to run call .execute() or .materialize() on the driver

Project ID: You'll need a project ID. Create a project if you don't have one, and take the ID from that.

username: This is the email address you used to set up the Apache Hamilton UI.

dag_name: for a project, the DAG name is the top level way to group DAGs. E.g. ltv_model, us_sales, etc.

tags: these are optional are string key value paris. They allow you to filter and curate various DAG runs.

Then run Apache Hamilton as normal! Each DAG run will be tracked, and you'll have access to it in the Apache Hamilton UI. After spinning up the Apache Hamilton UI application, visit it to see your projects & DAGs.

License

The code here is licensed under the Apache 2.0 license. See the main repository LICENSE for details.