Python SDK
Use the `biolake` Python package to query governed workspace data and publish notebook results.
Install the distribution epistabase (pip install epistabase); the import
package is named biolake (import biolake as bl). The same package ships an
epistabase command-line interface.
The SDK is designed for notebook and analysis contexts. It uses scoped API tokens and governed access paths; it should not read standing S3 or cloud credentials.
Install and authenticate
Install epistabase, sign in with the CLI, and set the token, workspace, and context.
Command line
Discover and pull data from the terminal: ls, get, pull, query.
Assets, files, and queries
Discover catalog assets, open governed files, and query tables.
Publish figures and tables
Promote notebook outputs back into the experiment record.
Image reads
Read bounded image regions through catalog and tile APIs.