|
| 1 | +module Experimental |
| 2 | + |
| 3 | +using DynamicPPL: DynamicPPL |
| 4 | + |
| 5 | +""" |
| 6 | + is_suitable_varinfo(model::Model, context::AbstractContext, varinfo::AbstractVarInfo; kwargs...) |
| 7 | +
|
| 8 | +Check if the `model` supports evaluation using the provided `context` and `varinfo`. |
| 9 | +
|
| 10 | +!!! warning |
| 11 | + Loading JET.jl is required before calling this function. |
| 12 | +
|
| 13 | +# Arguments |
| 14 | +- `model`: The model to to verify the support for. |
| 15 | +- `context`: The context to use for the model evaluation. |
| 16 | +- `varinfo`: The varinfo to verify the support for. |
| 17 | +
|
| 18 | +# Keyword Arguments |
| 19 | +- `only_ddpl`: If `true`, only consider error reports occuring in the tilde pipeline. Default: `true`. |
| 20 | +
|
| 21 | +# Returns |
| 22 | +- `issuccess`: `true` if the model supports the varinfo, otherwise `false`. |
| 23 | +- `report`: The result of `report_call` from JET.jl. |
| 24 | +""" |
| 25 | +function is_suitable_varinfo end |
| 26 | + |
| 27 | +# Internal hook for JET.jl to overload. |
| 28 | +function _determine_varinfo_jet end |
| 29 | + |
| 30 | +""" |
| 31 | + determine_suitable_varinfo(model[, context]; verbose::Bool=false, only_ddpl::Bool=true) |
| 32 | +
|
| 33 | +Return a suitable varinfo for the given `model`. |
| 34 | +
|
| 35 | +See also: [`DynamicPPL.is_suitable_varinfo`](@ref). |
| 36 | +
|
| 37 | +!!! warning |
| 38 | + For full functionality, this requires JET.jl to be loaded. |
| 39 | + If JET.jl is not loaded, this function will assume the model is compatible with typed varinfo. |
| 40 | +
|
| 41 | +# Arguments |
| 42 | +- `model`: The model for which to determine the varinfo. |
| 43 | +- `context`: The context to use for the model evaluation. Default: `SamplingContext()`. |
| 44 | +
|
| 45 | +# Keyword Arguments |
| 46 | +- `only_ddpl`: If `true`, only consider error reports within DynamicPPL.jl. |
| 47 | +""" |
| 48 | +function determine_suitable_varinfo( |
| 49 | + model::DynamicPPL.Model, |
| 50 | + context::DynamicPPL.AbstractContext=DynamicPPL.SamplingContext(); |
| 51 | + only_ddpl::Bool=true, |
| 52 | +) |
| 53 | + # If JET.jl has been loaded, and thus `determine_varinfo` has been defined, we use that. |
| 54 | + return if Base.get_extension(DynamicPPL, :DynamicPPLJETExt) !== nothing |
| 55 | + _determine_varinfo_jet(model, context; only_ddpl) |
| 56 | + else |
| 57 | + # Warn the user. |
| 58 | + @warn "JET.jl is not loaded. Assumes the model is compatible with typed varinfo." |
| 59 | + # Otherwise, we use the, possibly incorrect, default typed varinfo (to stay backwards compat). |
| 60 | + DynamicPPL.typed_varinfo(model, context) |
| 61 | + end |
| 62 | +end |
| 63 | + |
| 64 | +end |
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