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Template

  • A Component containing placeholders flagged with <var:?>
  • A Template may be used as the basis for applying multiple Component instances
  • Template is leveraged by Application.
  • Snapshot allows users to know that their validation comparisons are apples-to-apples
  • A Template is useful for sharing, migrating and distributing AI components
  • A Template may be applied to any SuperDuperDB deployment

Usage pattern

from superduperdb import *

m = Listener(
    model=ObjectModel(
        object=lambda x: x + 2,
        identifier='<var:model_id>',
    ),
    select=db['=collection'].find(),
    key='<var:key>',
)

# optional "info" parameter provides details about usage (depends on developer use-case)
t = Template('my-template', template=m.encode())

# doesn't trigger work/ computations
# just "saves" the template and its artifacts
db.apply(t) 

listener = t(key='my_key', collection='my_collection', model_id='my_id')

# this now triggers standard functionality
db.apply(listener)

See also