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Convert dsprrr traces to vitals samples format

Source: R/vitals.R
as_vitals_samples.Rd

Converts dsprrr module traces to a tibble format compatible with vitals Task$get_samples() output. This enables viewing dsprrr traces in vitals' Inspect viewer or combining with vitals samples using vitals_bind().

Usage

as_vitals_samples(traces, input_column = NULL, include_chats = FALSE)

Arguments

traces

A traces tibble from export_traces() or module $get_traces().

input_column

Column name containing the input prompts. If NULL, attempts to extract from the prompt field.

include_chats

Logical; if TRUE and solver_chat column exists, include chat objects. Defaults to FALSE.

Value

A tibble with columns matching vitals samples format:

  • id: Unique identifier for each trace

  • input: Input prompt text

  • result: Model output

  • solver_metadata: List column with trace metadata (latency, tokens, cost)

  • model: Model name used

  • epoch: Always 1 (dsprrr doesn't use epochs)

Examples

if (FALSE) { # \dontrun{
# Export traces from a module and convert
traces <- export_traces(my_module, include_outputs = TRUE)
samples <- as_vitals_samples(traces)

# Use with vitals_bind for combined analysis
vitals::vitals_bind(
  task1 = task1,
  dsprrr = samples
)
} # }