seeknal apply¶

Apply a draft or pipeline file to the production seeknal/ directory. This validates the file and copies it to the appropriate location for execution.

Synopsis¶

seeknal apply [OPTIONS] FILE_PATH

Description¶

The apply command takes a draft file (created with seeknal draft) or any valid YAML/Python pipeline file and applies it to your project. It performs validation before applying to ensure the file is syntactically correct and follows Seeknal conventions.

Files are copied to the appropriate subdirectory under seeknal/ based on their node type (sources/, transforms/, feature_groups/, models/, etc.).

Options¶

Option	Description
`FILE_PATH`	Path to the YAML or Python file to apply
`--force`, `-f`	Overwrite existing file without confirmation
`--dry-run`	Validate and show what would be applied without making changes

Examples¶

Apply a draft file¶

seeknal apply draft_source_customers.yml

Apply with force (overwrite existing)¶

seeknal apply draft_transform_clean_data.yml --force

Dry run to preview changes¶

seeknal apply draft_feature_group_user_behavior.yml --dry-run