环境变量和配置选项¶
Driverless AI 提供了一系列环境变量,在启动 Driverless AI 时或在 config.toml 文件中指定时,可以传递这些变量。 使用 config.toml 文件 一节提供了完整的变量列表。视您安装的是 Driverless AI RPM、DEB 还是 TAR SH 或者视您是否运行 Docker 映像,用于指定变量的步骤也会有不同。
设置环境变量和配置选项¶
每个属性必须以 DRIVERLESS_AI_ 开头。以下示例通过启用了 S3 和 HDFS 访问的环境变量启动 Driverless AI(无身份验证)。
nvidia-docker run \
--pid=host \
--rm \
-u `id -u`:`id -g` \
-e DRIVERLESS_AI_ENABLED_FILE_SYSTEMS="file,s3,hdfs" \
-e DRIVERLESS_AI_AUTHENTICATION_METHOD="local" \
-e DRIVERLESS_AI_LOCAL_HTPASSWD_FILE="<htpasswd_file_location>" \
-v /etc/passwd:/etc/passwd:ro \
-v /etc/group:/etc/group:ro \
-v `pwd`/data:/data \
-v `pwd`/log:/log \
-v `pwd`/license:/license \
-v `pwd`/tmp:/tmp \
h2oai/dai-centos7-x86_64:1.10.1-cuda11.2.2.xx
在安装 RPM、DEB 或 TAR SH 后,可在 etc/dai 文件夹中找到 config.toml 文件。在此文件中编辑相应的变量,然后重启 Driverless AI。
以下实例展示了 config.toml 文件中的配置选项,当启用 S3 和 HDFS 访问时需设置这些选项(无身份验证)。
导出 Driverless AI config.toml 文件或将其添加至 ~/.bashrc。例如:
# 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"
指定所需的配置选项,以启用(无身份验证的)S3 和 HDFS 访问。
# 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 BigQuery, 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) enabled_file_systems = "file,s3,hdfs" # authentication_method # unvalidated : Accepts user id and password, does not validate password # none : Does not ask for user id or password, authenticated as admin # pam : Accepts user id and password, Validates user with operating system # ldap : Accepts user id and password, Validates against an ldap server, look # local: Accepts a user id and password, Validated against a htpasswd file provided in local_htpasswd_file # for additional settings under LDAP settings authentication_method = "local" # Local password file # Generating a htpasswd file: see syntax below # htpasswd -B "<location_to_place_htpasswd_file>" "<username>" # note: -B forces use of brcypt, a secure encryption method local_htpasswd_file = "<htpasswd_file_location>"
启动 Driverless AI。请注意,用于启动 Driverless AI 的命令将因安装类型而异。
# Linux RPM or DEB with systemd sudo systemctl start dai # Linux RPM or DEB without systemd sudo -H -u dai /opt/h2oai/dai/run-dai.sh # Linux TAR SH ./run-dai.sh