Data Recipe File Setup¶
Driverless AI allows you to explore data recipe file data sources from within the Driverless AI application. This section provides instructions for configuring Driverless AI to work with data recipe files.
Note: This connector is enabled by default. These steps are provided in case this connector was previously disabled and you want to re-enable it.
Enable Data Recipe Files¶
This example enables the Upload Data Recipe data connector. Note that
recipe_file is enabled by default.
Export the Driverless AI config.toml file or add it to ~/.bashrc. For example:
# DEB and RPM export DRIVERLESS_AI_CONFIG_FILE="/etc/dai/config.toml" # TAR SH export DRIVERLESS_AI_CONFIG_FILE="/path/to/your/unpacked/dai/directory/config.toml"
Specify the following configuration options in the config.toml file.
# File System Support # upload : standard upload feature # file : local file system/server file system # hdfs : Hadoop file system, remember to configure the HDFS config folder path and keytab below # dtap : Blue Data Tap file system, remember to configure the DTap section below # s3 : Amazon S3, optionally configure secret and access key below # gcs: Google Cloud Storage, remember to configure gcs_path_to_service_account_json below # gbq: Google Big Query, remember to configure gcs_path_to_service_account_json below # minio: Minio Cloud Storage, remember to configure secret and access key below # snow: Snowflake Data Warehouse, remember to configure Snowflake credentials below (account name, username, password) # kdb: KDB+ Time Series Database, remember to configure KDB credentials below (hostname and port, optionally: username, password, classpath, and jvm_args) # azrbs: Azure Blob Storage, remember to configure Azure credentials below (account name, account key) # jdbc: JDBC Connector, remember to configure JDBC below. (jdbc_app_configs) # hive: Hive Connector, remember to configure Hive below. (hive_app_configs) # recipe_url: load custom recipe from URL # recipe_file: load custom recipe from local file system enabled_file_systems = "file, recipe_file"
Save the changes when you are done, then stop/restart Driverless AI.