Connect to a Driverless AI server created by Steam in H2O AI Cloud¶

Prerequisites¶

• Python environment with h2osteam
  • pip install https://enterprise-steam.s3.amazonaws.com/release/1.9.4/python/h2osteam-1.9.4-py2.py3-none-any.whl
  • Alternatively, download the python client from the Steam GUI and install it
• Personal Access Token (PAT) from Steam Server
  • Go to https://steam.cloud-qa.h2o.ai/ and log in
  • Go to the Configurations tab and click API Token > Get Token
  • Copy the generated PAT token

In [1]:

import h2osteam

import h2osteam

In [2]:

# Log in to Steam
h2osteam.login(
    url="https://steam.cloud-qa.h2o.ai/",
    username="your email address / username",
    password="PAT Token"
)

# Log in to Steam h2osteam.login( url="https://steam.cloud-qa.h2o.ai/", username="your email address / username", password="PAT Token" )

Out[2]:

<h2osteam.backend.connection.SteamConnection at 0x7f482013aa90>

In [3]:

# Get steam driverlessai client
dai_steam_client = h2osteam.clients.DriverlessClient()

# Get steam driverlessai client dai_steam_client = h2osteam.clients.DriverlessClient()

In [4]:

# Get DAI instance and connect to it
dai_client = dai_steam_client.get_instance("python-client-test").connect()

# Get DAI instance and connect to it dai_client = dai_steam_client.get_instance("python-client-test").connect()

In [5]:

# Perform any driverlessai python client operation using the client
# (Example) Create dataset
data_key = dai_client.datasets.create("~/datasets/BostonHousing_JpCols.csv", force=True)

# Perform any driverlessai python client operation using the client # (Example) Create dataset data_key = dai_client.datasets.create("~/datasets/BostonHousing_JpCols.csv", force=True)

Complete 100.00% - [4/4] Computed stats for column 低所得

In [6]:

# (Example) List datasets
dai_client.datasets.list()

# (Example) List datasets dai_client.datasets.list()

Out[6]:

    | Type    | Key                                  | Name
----+---------+--------------------------------------+--------------------------
  0 | Dataset | c3b306f4-f625-11ed-89fd-fa423dee37e0 | BostonHousing_JpCols.csv