Gui configuration

allow_config_overrides_in_expert_page

allow_config_overrides_in_expert_page (Boolean)

Default value True

Whether to allow user to change non-server toml parameters per experiment in expert page.

max_cols_log_headtail

max_cols_log_headtail (Number)

Default value 1000

Maximum number of columns in each head and tail to log when ingesting data or running experiment on data.

max_cols_gui_headtail

max_cols_gui_headtail (Number)

Default value 1000

Maximum number of columns in each head and tail to show in GUI, useful when head or tail has all necessary columns, but too many for UI or web server to handle. -1 means no limit. A reasonable value is 500, after which web server or browser can become overloaded and use too much memory. Some values of column counts in UI may not show up correctly, and some dataset details functions may not work. To select (from GUI or client) any columns as being target, weight column, fold column, time column, time column groups, or dropped columns, the dataset should have those columns within the selected head or tail set of columns.

supported_file_types

supported_file_types (List)

Default value ['csv', 'tsv', 'txt', 'dat', 'tgz', 'gz', 'bz2', 'zip', 'xz', 'xls', 'xlsx', 'jay', 'feather', 'bin', 'arff', 'parquet', 'pkl', 'orc', 'avro']

Supported file formats (file name endings must match for files to show up in file browser)

recipe_supported_file_types

recipe_supported_file_types (List)

Default value ['py', 'pyc', 'zip']

Supported file formats of data recipe files (file name endings must match for files to show up in file browser)

list_files_without_extensions

list_files_without_extensions (Boolean)

Default value False

By default, only supported file types (based on the file extensions listed above) will be listed for import into DAI Some data pipelines generate parquet files without any extensions. Enabling the below option will cause files without an extension to be listed in the file import dialog. DAI will import files without extensions as parquet files; if cannot be imported, an error is generated

allow_localstorage

allow_localstorage (Boolean)

Default value True

Allow using browser localstorage, to improve UX.

allow_orig_cols_in_predictions

allow_orig_cols_in_predictions (Boolean)

Default value True

Allow original dataset columns to be present in downloaded predictions CSV

allow_form_autocomplete

allow_form_autocomplete (Boolean)

Default value True

Allow the browser to store e.g. login credentials in login form (set to false for higher security)

app_language

app_language (String)

Default value 'en'

Default application language - options are ‘en’, ‘ja’, ‘cn’, ‘ko’

disablelogout

disablelogout (Boolean)

Default value False

If true, Logout button is not visible in the GUI.

python_client_path

python_client_path (String)

Default value ''

Local path to the location of the Driverless AI Python Client. If empty, will download from s3

python_client_verify_integrity

python_client_verify_integrity (Boolean)

Default value True

If disabled, server won’t verify if WHL package specified in python_client_path is valid DAI python client. Default True

gui_require_experiment_name

Require experiment name (Boolean)

Default value False

When enabled, new experiment requires to specify expert name

gui_enable_deploy_button

Enable experiment deploy button (Boolean)

Default value True

When disabled, Deploy option will be disabled on finished experiment page

enable_gui_product_tour

If False, GUI won’t show experiment/product tour, when first time using DriverlessAI (Boolean)

Default value True

Display experiment tour

enable_dataset_downloading

enable_dataset_downloading (Boolean)

Default value True

Whether user can download dataset as csv file

enable_experiment_export

enable_experiment_export (Boolean)

Default value True

If enabled, user can export experiment as a Zip file

enable_experiment_import

enable_experiment_import (Boolean)

Default value True

If enabled, user can import experiments, exported as Zip files from DriverlessAI

h2o_mlops_ui_url

MLOps UI URL address (String)

Default value ''

If the h2o_mlops_ui_url is provided alongside the enable_storage, DAI is able to redirect user to the MLOps app upon clicking the Deploy button.