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s3.yaml
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## Data source configuration
# Specify the URL/path to your data here (either a local file or s3)
# Glob patterns are supported, but all files must be of the same format
source: s3://my-bucket/data.parquet
# Specify the format of the files in the source pattern above
# Supported formats: csv, parquet
format: parquet
# SDK configuration (these values are passed directly to the Aporia SDK)
token: 123
environment: production
## Model configuration
# You can find the model_id after creating a model in the Aporia dashboard
model_id: my-model-a2f4
# Define your model version schema here (see https://app.aporia.com/docs/getting-started/concepts/#model-version-schema)
# Note: If you use a version that already exists, the schema defined here must match the schema of the exisitng version
model_version:
name: v1
type: binary
predictions:
will_buy_insurance: boolean
features:
Age: numeric
Driving_License: boolean
Region_Code: categorical
Annual_Premium: numeric
Vintage: numeric
Vehicle_Damage: boolean