notfilippo opened a new issue, #22563:
URL: https://github.com/apache/datafusion/issues/22563

   ### Is your feature request related to a problem or challenge?
   
   DataFusion has a default runtime inventory of scalar, higher-order, 
aggregate, and window functions, but there is no generated Substrait extension 
YAML 
(https://github.com/substrait-io/substrait/blob/main/text/simple_extensions_schema.yaml)
 that describes that function set.
   
   Without generated extension YAML, Substrait function declarations can drift 
from the functions registered by a default DataFusion session, and downstream 
projects have no reusable DataFusion API for generating equivalent YAML for 
custom UDF registries.
   
   ### Describe the solution you'd like
   
   Add a generator that emits Substrait function YAML from the same default 
`SessionStateDefaults` inventory used by DataFusion's function docs generator.
   
   The generator should:
   
   * expose a public API that accepts an explicit function inventory and 
generator config
   * allow custom URNs, output paths, and overrides for signatures or return 
types that cannot be inferred from DataFusion `Signature` metadata
   * include a binary with stdout, `--check`, and `--write` modes
   * commit generated scalar, aggregate, and window YAML files under 
`datafusion/substrait/extensions/`
   * fail if a default function cannot be emitted or explicitly overridden
   
   ### Describe alternatives you've considered
   
   The main alternative is to maintain the Substrait YAML by hand. That would 
be more error-prone because the source of truth for available DataFusion 
functions is the runtime registry, not static YAML files.
   
   ### Additional context
   
   _No response_


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