NAIL is an analysis language that should allow to define in an abstract way a data analsysis of a typical HEP experiment such as CMS or ATLAS. NAIL assumes an input data model for the event to process (see below) and allow to specify the event by event processing actions in a declarative form. Analysis variations for optimizations and systematics do not need to be explicitelly coded but are automatically derived from the event processing computational graph. Currently ROOT's RDataFrame is used as backend for a concrete implementation of the event processing as it allows parallelization and lazy evaluation.
NAIL: Natural Analysis Implementation Language
A. Rizzi
2019-01-01
Abstract
NAIL is an analysis language that should allow to define in an abstract way a data analsysis of a typical HEP experiment such as CMS or ATLAS. NAIL assumes an input data model for the event to process (see below) and allow to specify the event by event processing actions in a declarative form. Analysis variations for optimizations and systematics do not need to be explicitelly coded but are automatically derived from the event processing computational graph. Currently ROOT's RDataFrame is used as backend for a concrete implementation of the event processing as it allows parallelization and lazy evaluation.File in questo prodotto:
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