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Version: v3.0.0

CSV example

import h2o_featurestore
from h2o_featurestore import CSVFile

# Initialise feature store client
client = h2o_featurestore.login()

# Set workspace specifics
workspace = client.workspaces.create("demo")

# Create the csv source
csv = CSVFile("s3a://h2o-datasets/taxi_small.csv")
csv_schema = workspace.extract_schema_from_source(csv)

# Register the feature set
my_feature_set = workspace.feature_sets.register(csv_schema, "feature_set_name", primary_key=["key_name"])

# Ingest to cache
my_feature_set.ingest(csv)

# Retrieve feature set
ref = my_feature_set.retrieve()
ref.download()
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