Deborah.Esther.TOMLConfigEsther

struct BootstrapConfig

Defines bootstrap resampling parameters (block bootstrap).

Fields

ranseed::Int : Random seed for reproducibility.
N_bs::Int : Number of bootstrap replicates to generate (N_bs $> 0$).
blk_size::Int : Block length (blk_size $\ge 1$). Use 1 for i.i.d. bootstrap.
method::String : Block-bootstrap scheme to use. Accepted values:
- "nonoverlapping" : Nonoverlapping Block Bootstrap (NBB). Partition the series into disjoint blocks of length blk_size, then resample those blocks with replacement to reconstruct a series of approximately the original length (last block may be truncated).
- "moving" : Moving Block Bootstrap (MBB). Candidate blocks are all contiguous length-blk_size windows; resample these with replacement.
- "circular" : Circular Block Bootstrap (CBB). Like MBB, but windows wrap around the end of the series (circular indexing).

Notes

Only the three literal strings above are recognized; other values should raise an error.
Resampled series length should match the original; if it overshoots, truncate the final block.
Choose blk_size based on dependence strength (larger for stronger autocorrelation).

Example (TOML)

[bootstrap]
ranseed  = 850528
N_bs     = 1000
blk_size = 500
method   = "moving"  # one of: "nonoverlapping", "moving", "circular"

struct FullConfigEsther

Full configuration object passed throughout the Deborah.Esther pipeline.

Fields

data::TraceDataConfig: Input and model setup.
im::InputMetaConfig: Lattice/physics metadata.
bs::BootstrapConfig: Bootstrap settings.
jk::JackknifeConfig: Jackknife settings.
abbrev::StringTranscoder.AbbreviationConfig: Abbreviation mapping for trace names.

struct InputMetaConfig

Lattice configuration and physics metadata.

Fields

struct JackknifeConfig

Configuration for jackknife resampling.

Fields

struct TraceDataConfig

Configuration for trace data input and model settings used in each trace moment (TrM).

Fields

location::String: Root directory where trace data is stored.
ensemble::String: Ensemble identifier (e.g., L8T4b1.60k13570).
analysis_header::String: Identifier prepended to all analysis folders.
TrM1_X::Vector{String}: Input observables for $\text{Tr} \, M^{-1}$.
TrM1_Y::String: Target observable for $\text{Tr} \, M^{-1}$.
TrM1_model::String: Model used for $\text{Tr} \, M^{-1}$ (e.g., "LightGBM").
TrM2_X::Vector{String}: Input observables for $\text{Tr} \, M^{-2}$.
TrM2_Y::String: Target observable for $\text{Tr} \, M^{-2}$.
TrM2_model::String: Model used for $\text{Tr} \, M^{-2}$.
TrM3_X::Vector{String}: Input observables for $\text{Tr} \, M^{-3}$.
TrM3_Y::String: Target observable for $\text{Tr} \, M^{-3}$.
TrM3_model::String: Model used for $\text{Tr} \, M^{-3}$.
TrM4_X::Vector{String}: Input observables for $\text{Tr} \, M^{-4}$.
TrM4_Y::String: Target observable for $\text{Tr} \, M^{-4}$.
TrM4_model::String: Model used for $\text{Tr} \, M^{-4}$.
LBP::Int: Number of bootstrap label partitions.
TRP::Int: Number of bootstrap training partitions.
use_abbreviation::Bool: If true, use abbreviated input IDs (e.g., Plaq-Rect instead of plaq.dat_rect.dat).

get_LatVol(
    im::InputMetaConfig
) -> Int

Compute the total lattice volume $V = N_S^3 \times N_T$.

Arguments

Returns

parse_full_config_Esther(
    toml_path::String, 
    jobid::Union{Nothing, String}=nothing
) -> FullConfigEsther

Parse TOML configuration file and return complete Deborah.Esther config struct.

Arguments

Returns