Authentication
This document describes how to authenticate with the Seaplane SDK and the built-in components such as data stores or models. In general, we recommend you store authentication secrets inside the seaplane secrets store. This allows your apps to read them from environment variables and avoids unnecessary security risks of hard-coding secrets inside your project.
General Authentication​
Seaplane automatically creates environment variables and stores them inside the
Seaplane secrets store for each secret defined inside your projects .env
file.
For example, assume you have the following .env
file.
SEAPLANE_API_KEY=<YOUR-SEAPLANE-KEY>
OPEN_AI_API_KEY=<API-KEY-1>
MY_EXTERNAL_SERVICE=<API-KEY-2>
Seaplane automatically checks for an environment variable with the name
SEAPLANE_API_KEY
to authenticate with the Seaplane SDK.
During deployment, Seaplane creates the additional secrets as environment
variables. You can load them inside your application as follows using
os.getenv()
from seaplane import task
import os
@task(id='my-task')
def my_sql_task(context):
# load API keys from environment variables
open_ai_key = os.getenv('OPEN_AI_API_KEY')
external_key = os.getenv('MY_EXTERNAL_SERVICE')
Setting API Keys Manually​
Alternatively, you can set the API key manually. Import config
from the
Seaplane package and call the set_api_key
method inside your main.py
file as
follows.
For security reasons, setting API keys manually should be avoided. We always
recommend using the .env
file when possible.
from seaplane import config
import os
config.set_api_key("<YOUR-SEAPLANE-KEY>")
You can set multiple keys all at once by calling the config.set_api_keys()
method with an API key object. By doing so you can set the Seaplane API key and
any external service API keys at the same time.
from seaplane import config
api_keys = {
"SEAPLANE_API_KEY": "<SEAPLANE-KEY>",
"OPENAI_API_KEY": "<OPEN-AI-KEY>"
}
config.set_api_keys(api_keys)