Access methods for bru_log objects — bru

Access method for bru_log objects. Use bru_log() to access the global log, and bru_log(fit) to access a stored estimation log.

Usage

bru_log(x = NULL, verbosity = NULL)

# S3 method for class 'character'
bru_log(x, verbosity = NULL)

# S3 method for class 'bru_log'
bru_log(x, verbosity = NULL)

# S3 method for class 'iinla'
bru_log(x, verbosity = NULL)

# S3 method for class 'bru'
bru_log(x, verbosity = NULL)

# S3 method for class 'bru_log'
format(x, ..., timestamp = TRUE, verbosity = FALSE)

# S3 method for class 'bru_log'
print(x, ..., timestamp = TRUE, verbosity = FALSE)

# S3 method for class 'bru_log'
as.character(x, ...)

# S3 method for class 'bru_log'
x[i]

# S3 method for class 'bru_log'
c(...)

# S3 method for class 'bru_log'
length(x)

Arguments

x: An object that is, contains, or can be converted to, a bru_log object. If NULL, refers to the global inlabru log.
verbosity: integer value for limiting the highest verbosity level being returned.
...: further arguments passed to or from other methods.
timestamp: If TRUE, include the timestamp of each message. Default TRUE.
i: indices specifying elements to extract. If character, denotes the sequence between bookmark i and the next bookmark (or the end of the log if i is the last bookmark)

Value

bru_log A bru_log object, containing a character vector of log messages, and potentially a vector of bookmarks.

Methods (by generic)

format(bru_log): Format a bru_log object for printing. If verbosity is TRUE, include the verbosity level of each message.
print(bru_log): Print a bru_log object with cat(x, sep = "\n"). If verbosity is TRUE, include the verbosity level of each message.
as.character(bru_log): Convert bru_log object to a plain character vector
bru_log[]: Extract a subset of a bru_log object
c(bru_log): Concatenate several bru_log or character objects into a bru_log object.
length(bru_log): Obtain the number of log entries into a bru_log object.

Functions

bru_log(): Extract stored log messages. If non-NULL, the verbosity argument determines the maximum verbosity level of the messages to extract.

Pre-2.8.0 compatibility

Up to version 2.8.0, bru_log() was a deprecated alias for bru_log_message(). When running on 2.8.0 or earlier, use bru_log_get() to access the global log, and cat(fit$bru_iinla$log, sep = "\n") to print a stored estimation object log. After version 2.8.0, use bru_log() to access the global log, and bru_log(fit) to access a stored estimation log.

Examples

bru_log(verbosity = 2L)
#> 2026-10-09 13:37:44.800062: inlabru loaded
#> 2026-10-09 13:37:44.800547: Clear override options
#> 2026-10-09 13:38:07.108504: bru: Preprocessing
#> 2026-10-09 13:38:07.232598: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:08.050389: bru: Preprocessing
#> 2026-10-09 13:38:08.141627: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:08.50977: bru: Preprocessing
#> 2026-10-09 13:38:08.60536: iinla: Iteration 1 [max: 10]
#> 2026-10-09 13:38:08.954226: iinla: Step rescaling: 27.4% (norm0 = 184.2, norm1 = 225.7, norm01 = 348)
#> 2026-10-09 13:38:08.976141: iinla: Iteration 2 [max: 10]
#> 2026-10-09 13:38:09.586187: iinla: Step rescaling: 99.7% (norm0 = 224.7, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-09 13:38:09.606331: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:09.608268: iinla: Iteration 3 [max: 10]
#> 2026-10-09 13:38:09.946533: iinla: Step rescaling: 102% (norm0 = 10.69, norm1 = 0.01176, norm01 = 10.69)
#> 2026-10-09 13:38:09.967482: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:09.969483: iinla: Iteration 4 [max: 10]
#> 2026-10-09 13:38:10.319716: iinla: Max deviation from previous: 8.06% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:10.320978: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode.
#> 2026-10-09 13:38:10.322902: iinla: Iteration 5 [max: 10]
#> 2026-10-09 13:38:12.685826: bru: Preprocessing
#> 2026-10-09 13:38:12.751275: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:13.210844: bru: Preprocessing
#> 2026-10-09 13:38:13.30147: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:16.003735: bru: Preprocessing
#> 2026-10-09 13:38:16.088548: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:24.190218: bru: Preprocessing
#> 2026-10-09 13:38:24.246712: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:26.589992: bru: Preprocessing
#> 2026-10-09 13:38:26.806123: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:39:14.335425: bru: Preprocessing
format(bru_log())
#> 2026-10-09 13:37:44.800062: inlabru loaded
#> 2026-10-09 13:37:44.800547: Clear override options
#> 2026-10-09 13:38:07.108504: bru: Preprocessing
#> 2026-10-09 13:38:07.123483: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:07.1251: bru_input(bru_comp_list)
#> 2026-10-09 13:38:07.126522: bru_input.bru_comp(x)
#> 2026-10-09 13:38:07.12789: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:07.129398: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:07.130916: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:07.13252: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:07.140666: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:07.142035: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:07.143503: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:07.144977: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:07.146369: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:07.164544: iinla: Start
#> 2026-10-09 13:38:07.166262: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:07.167509: Simplify component mappers for each observation model
#> 2026-10-09 13:38:07.169: Simplify component 'NA'
#> 2026-10-09 13:38:07.17241: Simplify component 'NA'
#> 2026-10-09 13:38:07.176066: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:07.178015: Linearise predictor for each observation model
#> 2026-10-09 13:38:07.20853: iinla: Construct inla stack
#> 2026-10-09 13:38:07.23079: iinla: Model initialisation completed
#> 2026-10-09 13:38:07.232598: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:08.022891: iinla: Computation completed
#> 2026-10-09 13:38:08.050389: bru: Preprocessing
#> 2026-10-09 13:38:08.059663: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:08.061237: bru_input(bru_comp_list)
#> 2026-10-09 13:38:08.0627: bru_input.bru_comp(x)
#> 2026-10-09 13:38:08.064071: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:08.065622: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:08.067165: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:08.068546: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:08.076264: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:08.077731: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:08.079369: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:08.080864: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:08.082236: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:08.098012: iinla: Start
#> 2026-10-09 13:38:08.100027: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:08.101497: Simplify component mappers for each observation model
#> 2026-10-09 13:38:08.103246: Simplify component 'NA'
#> 2026-10-09 13:38:08.107066: Simplify component 'NA'
#> 2026-10-09 13:38:08.111274: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:08.113607: Linearise predictor for each observation model
#> 2026-10-09 13:38:08.12296: iinla: Construct inla stack
#> 2026-10-09 13:38:08.139729: iinla: Model initialisation completed
#> 2026-10-09 13:38:08.141627: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:08.480977: iinla: Computation completed
#> 2026-10-09 13:38:08.50977: bru: Preprocessing
#> 2026-10-09 13:38:08.52005: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:08.521861: bru_input(bru_comp_list)
#> 2026-10-09 13:38:08.52358: bru_input.bru_comp(z)
#> 2026-10-09 13:38:08.525295: bru_input.bm_pipe(z)
#> 2026-10-09 13:38:08.527061: bru_input.bm_multi(z:core)
#> 2026-10-09 13:38:08.528847: bru_input.bru_mapper(z:core:main)
#> 2026-10-09 13:38:08.530442: bru_input(bru_input) for (z)
#> 2026-10-09 13:38:08.538279: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:08.539922: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:08.541705: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:08.543501: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:08.545102: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:08.561264: iinla: Start
#> 2026-10-09 13:38:08.563232: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:08.564656: Simplify component mappers for each observation model
#> 2026-10-09 13:38:08.566342: Simplify component 'NA'
#> 2026-10-09 13:38:08.570149: Simplify component 'NA'
#> 2026-10-09 13:38:08.574512: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:08.576803: Linearise predictor for each observation model
#> 2026-10-09 13:38:08.58651: iinla: Construct inla stack
#> 2026-10-09 13:38:08.603534: iinla: Model initialisation completed
#> 2026-10-09 13:38:08.60536: iinla: Iteration 1 [max: 10]
#> 2026-10-09 13:38:08.945081: iinla: Step rescaling: 61.8%, Contract (norm0 = 1970, norm1 = 1808, norm01 = 348)
#> 2026-10-09 13:38:08.94775: iinla: Step rescaling: 38.2%, Contract (norm0 = 399.2, norm1 = 295.3, norm01 = 348)
#> 2026-10-09 13:38:08.951247: iinla: Step rescaling: 27.4%, Approx Optimisation (norm0 = 184.2, norm1 = 225.7, norm01 = 348)
#> 2026-10-09 13:38:08.95277: iinla: |lin1-lin0| = 348
#>   <eta-lin1,delta>/|delta| = -198.4
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 107.5
#> 2026-10-09 13:38:08.954226: iinla: Step rescaling: 27.4% (norm0 = 184.2, norm1 = 225.7, norm01 = 348)
#> 2026-10-09 13:38:08.955865: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:08.957672: Linearise predictor for each observation model
#> 2026-10-09 13:38:08.976141: iinla: Iteration 2 [max: 10]
#> 2026-10-09 13:38:09.577669: iinla: Step rescaling: 162%, Expand (norm0 = 365.1, norm1 = 141.6, norm01 = 225.4)
#> 2026-10-09 13:38:09.580228: iinla: Step rescaling: 100%, Overstep (norm0 = 225.4, norm1 = 10.71, norm01 = 225.4)
#> 2026-10-09 13:38:09.583364: iinla: Step rescaling: 99.69%, Approx Optimisation (norm0 = 224.7, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-09 13:38:09.5848: iinla: |lin1-lin0| = 225.4
#>   <eta-lin1,delta>/|delta| = -1.008
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 10.64
#> 2026-10-09 13:38:09.586187: iinla: Step rescaling: 99.7% (norm0 = 224.7, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-09 13:38:09.587776: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:09.589489: Linearise predictor for each observation model
#> 2026-10-09 13:38:09.606331: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:09.608268: iinla: Iteration 3 [max: 10]
#> 2026-10-09 13:38:09.937442: iinla: Step rescaling: 162%, Expand (norm0 = 16.84, norm1 = 6.153, norm01 = 10.69)
#> 2026-10-09 13:38:09.940037: iinla: Step rescaling: 100%, Overstep (norm0 = 10.51, norm1 = 0.1742, norm01 = 10.69)
#> 2026-10-09 13:38:09.943604: iinla: Step rescaling: 101.7%, Approx Optimisation (norm0 = 10.69, norm1 = 0.01176, norm01 = 10.69)
#> 2026-10-09 13:38:09.945118: iinla: |lin1-lin0| = 10.69
#>   <eta-lin1,delta>/|delta| = -1.243e-05
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 0.01176
#> 2026-10-09 13:38:09.946533: iinla: Step rescaling: 102% (norm0 = 10.69, norm1 = 0.01176, norm01 = 10.69)
#> 2026-10-09 13:38:09.948224: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:09.950083: Linearise predictor for each observation model
#> 2026-10-09 13:38:09.967482: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:09.969483: iinla: Iteration 4 [max: 10]
#> 2026-10-09 13:38:10.290565: iinla: Step rescaling: 162%, Expand (norm0 = 0.01902, norm1 = 0.007267, norm01 = 0.01176)
#> 2026-10-09 13:38:10.293311: iinla: Step rescaling: 100%, Overstep (norm0 = 0.01176, norm1 = 3.793e-08, norm01 = 0.01176)
#> 2026-10-09 13:38:10.296838: iinla: Step rescaling: 100%, Approx Optimisation (norm0 = 0.01176, norm1 = 3.785e-08, norm01 = 0.01176)
#> 2026-10-09 13:38:10.298405: iinla: |lin1-lin0| = 0.01176
#>   <eta-lin1,delta>/|delta| = 5.349e-11
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 3.785e-08
#> 2026-10-09 13:38:10.300192: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:10.302066: Linearise predictor for each observation model
#> 2026-10-09 13:38:10.319716: iinla: Max deviation from previous: 8.06% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:10.320978: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode.
#> 2026-10-09 13:38:10.322902: iinla: Iteration 5 [max: 10]
#> 2026-10-09 13:38:10.653697: iinla: Computation completed
#> 2026-10-09 13:38:12.685826: bru: Preprocessing
#> 2026-10-09 13:38:12.692395: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:12.693946: bru_input(bru_comp_list)
#> 2026-10-09 13:38:12.695427: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:12.696815: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:12.698348: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:12.699883: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:12.701301: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:12.715394: iinla: Start
#> 2026-10-09 13:38:12.717118: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:12.718336: Simplify component mappers for each observation model
#> 2026-10-09 13:38:12.719766: Simplify component 'NA'
#> 2026-10-09 13:38:12.723848: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:12.725831: Linearise predictor for each observation model
#> 2026-10-09 13:38:12.73734: iinla: Construct inla stack
#> 2026-10-09 13:38:12.749679: iinla: Model initialisation completed
#> 2026-10-09 13:38:12.751275: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:13.072469: iinla: Computation completed
#> 2026-10-09 13:38:13.210844: bru: Preprocessing
#> 2026-10-09 13:38:13.219825: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:13.221303: bru_input(bru_comp_list)
#> 2026-10-09 13:38:13.22263: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:13.223957: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:13.225408: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:13.226845: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:13.228191: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:13.235617: bru_input.bru_comp(field)
#> 2026-10-09 13:38:13.236948: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:13.238369: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:13.23979: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:13.241076: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:13.255759: iinla: Start
#> 2026-10-09 13:38:13.257535: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:13.258661: Simplify component mappers for each observation model
#> 2026-10-09 13:38:13.260011: Simplify component 'NA'
#> 2026-10-09 13:38:13.263219: Simplify component 'NA'
#> 2026-10-09 13:38:13.273554: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:13.275617: Linearise predictor for each observation model
#> 2026-10-09 13:38:13.283505: iinla: Construct inla stack
#> 2026-10-09 13:38:13.299937: iinla: Model initialisation completed
#> 2026-10-09 13:38:13.30147: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:14.548991: iinla: Computation completed
#> 2026-10-09 13:38:16.003735: bru: Preprocessing
#> 2026-10-09 13:38:16.014972: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:16.016385: bru_input(bru_comp_list)
#> 2026-10-09 13:38:16.017691: bru_input.bru_comp(x)
#> 2026-10-09 13:38:16.018964: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:16.020363: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:16.021792: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:16.023078: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:16.030501: bru_input.bru_comp(field)
#> 2026-10-09 13:38:16.031835: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:16.033273: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:16.03466: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:16.035937: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:16.051308: iinla: Start
#> 2026-10-09 13:38:16.052907: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:16.054: Simplify component mappers for each observation model
#> 2026-10-09 13:38:16.055358: Simplify component 'NA'
#> 2026-10-09 13:38:16.058566: Simplify component 'NA'
#> 2026-10-09 13:38:16.06258: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:16.064522: Linearise predictor for each observation model
#> 2026-10-09 13:38:16.07233: iinla: Construct inla stack
#> 2026-10-09 13:38:16.087067: iinla: Model initialisation completed
#> 2026-10-09 13:38:16.088548: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:16.405488: iinla: Computation completed
#> 2026-10-09 13:38:18.415013: bru_input(bru_comp_list)
#> 2026-10-09 13:38:19.884707: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:19.886017: bru_input(bru_comp_list)
#> 2026-10-09 13:38:19.887157: bru_input.bru_comp(x)
#> 2026-10-09 13:38:19.888175: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:19.889362: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:19.890545: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:19.891619: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:19.898924: bru_input.bru_comp(field)
#> 2026-10-09 13:38:19.900006: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:19.901187: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:19.909565: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:19.910645: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:19.917648: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:19.91871: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:19.919822: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:19.920928: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:19.921934: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:19.935184: bru_input(bru_comp_list)
#> 2026-10-09 13:38:19.936234: bru_input.bru_comp(x)
#> 2026-10-09 13:38:19.937253: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:19.938353: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:19.939442: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:19.940402: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:19.947685: bru_input.bru_comp(field)
#> 2026-10-09 13:38:19.94872: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:19.949825: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:19.950931: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:19.95188: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:19.958601: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:19.959605: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:19.960704: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:19.961797: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:19.962751: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:19.969558: Simplify component 'NA'
#> 2026-10-09 13:38:19.972549: Simplify component 'NA'
#> 2026-10-09 13:38:19.975688: Simplify component 'NA'
#> 2026-10-09 13:38:19.979119: bru_input(bru_comp_list)
#> 2026-10-09 13:38:19.980214: bru_input.bru_comp(x)
#> 2026-10-09 13:38:19.981225: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:19.98233: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:19.983421: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:19.984391: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:19.991889: bru_input.bru_comp(field)
#> 2026-10-09 13:38:19.992932: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:19.99406: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:19.995159: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:19.996143: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:20.003094: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:20.004189: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:20.005326: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:20.00641: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:20.007407: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:20.01462: Simplify component 'NA'
#> 2026-10-09 13:38:20.017643: Simplify component 'NA'
#> 2026-10-09 13:38:20.020885: Simplify component 'NA'
#> 2026-10-09 13:38:20.025835: bru_input(bru_comp_list)
#> 2026-10-09 13:38:20.026976: bru_input.bru_comp(x)
#> 2026-10-09 13:38:20.028025: bru_input.bm_pipe(x)
#> 2026-10-09 13:38:20.029163: bru_input.bm_multi(x:core)
#> 2026-10-09 13:38:20.030273: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:38:20.03125: bru_input(bru_input) for (x)
#> 2026-10-09 13:38:20.038997: bru_input.bru_comp(field)
#> 2026-10-09 13:38:20.040084: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:20.04124: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:20.042355: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:20.043323: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:20.050622: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:20.051714: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:20.052836: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:20.053948: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:20.054913: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:20.062337: Simplify component 'NA'
#> 2026-10-09 13:38:20.065418: Simplify component 'NA'
#> 2026-10-09 13:38:20.068621: Simplify component 'NA'
#> 2026-10-09 13:38:24.190218: bru: Preprocessing
#> 2026-10-09 13:38:24.196577: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:24.198114: bru_input(bru_comp_list)
#> 2026-10-09 13:38:24.199464: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:24.200802: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:24.202297: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:24.203784: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:24.205099: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:24.221173: iinla: Start
#> 2026-10-09 13:38:24.22269: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:24.223749: Simplify component mappers for each observation model
#> 2026-10-09 13:38:24.225011: Simplify component 'NA'
#> 2026-10-09 13:38:24.22873: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:24.230468: Linearise predictor for each observation model
#> 2026-10-09 13:38:24.23588: iinla: Construct inla stack
#> 2026-10-09 13:38:24.24533: iinla: Model initialisation completed
#> 2026-10-09 13:38:24.246712: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:25.220663: iinla: Computation completed
#> 2026-10-09 13:38:26.589992: bru: Preprocessing
#> 2026-10-09 13:38:26.598876: Evaluate component inputs for each observation model
#> 2026-10-09 13:38:26.60034: bru_input(bru_comp_list)
#> 2026-10-09 13:38:26.601706: bru_input.bru_comp(Intercept)
#> 2026-10-09 13:38:26.602993: bru_input.bm_pipe(Intercept)
#> 2026-10-09 13:38:26.604441: bru_input.bm_multi(Intercept:core)
#> 2026-10-09 13:38:26.605856: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-09 13:38:26.60732: bru_input(bru_input) for (Intercept)
#> 2026-10-09 13:38:26.615173: bru_input.bru_comp(field)
#> 2026-10-09 13:38:26.616627: bru_input.bm_pipe(field)
#> 2026-10-09 13:38:26.618093: bru_input.bm_multi(field:core)
#> 2026-10-09 13:38:26.619577: bru_input.bru_mapper(field:core:main)
#> 2026-10-09 13:38:26.620893: bru_input(bru_input) for (field)
#> 2026-10-09 13:38:26.639693: iinla: Start
#> 2026-10-09 13:38:26.641387: iinla: Evaluate component simplifications
#> 2026-10-09 13:38:26.642543: Simplify component mappers for each observation model
#> 2026-10-09 13:38:26.643903: Simplify component 'NA'
#> 2026-10-09 13:38:26.647289: Simplify component 'NA'
#> 2026-10-09 13:38:26.775281: iinla: Evaluate predictor linearisation
#> 2026-10-09 13:38:26.777137: Linearise predictor for each observation model
#> 2026-10-09 13:38:26.785444: iinla: Construct inla stack
#> 2026-10-09 13:38:26.804671: iinla: Model initialisation completed
#> 2026-10-09 13:38:26.806123: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:39:13.851539: iinla: Computation completed
#> 2026-10-09 13:39:14.335425: bru: Preprocessing
#> 2026-10-09 13:39:14.356462: Evaluate component inputs for each observation model
#> 2026-10-09 13:39:14.357837: bru_input(bru_comp_list)
#> 2026-10-09 13:39:14.359132: bru_input.bru_comp(x)
#> 2026-10-09 13:39:14.360391: bru_input.bm_pipe(x)
#> 2026-10-09 13:39:14.361762: bru_input.bm_multi(x:core)
#> 2026-10-09 13:39:14.363144: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:39:14.364389: bru_input(bru_input) for (x)
#> 2026-10-09 13:39:14.371587: bru_input(bru_comp_list)
#> 2026-10-09 13:39:14.372869: bru_input.bru_comp(x)
#> 2026-10-09 13:39:14.374139: bru_input.bm_pipe(x)
#> 2026-10-09 13:39:14.375482: bru_input.bm_multi(x:core)
#> 2026-10-09 13:39:14.37681: bru_input.bru_mapper(x:core:main)
#> 2026-10-09 13:39:14.378039: bru_input(bru_input) for (x)
#> 2026-10-09 13:41:15.382457: bru_input(bru_input) for (LABEL)
#> 2026-10-09 13:41:16.811742: bru_input_text(bru_input) for (LABEL)
#> 2026-10-09 13:41:16.826616: bru_input.bru_comp(x)
#> 2026-10-09 13:41:16.827873: bru_input_text.bm_pipe(x)
#> 2026-10-09 13:41:16.829138: bru_input_text.bm_multi(x:core)
#> 2026-10-09 13:41:16.830377: bru_input_text.bru_mapper(x:core:main)
#> 2026-10-09 13:41:16.831447: bru_input_text(bru_input) for (x)

bru_log(verbosity = 2L)
#> 2026-10-09 13:37:44.800062: inlabru loaded
#> 2026-10-09 13:37:44.800547: Clear override options
#> 2026-10-09 13:38:07.108504: bru: Preprocessing
#> 2026-10-09 13:38:07.232598: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:08.050389: bru: Preprocessing
#> 2026-10-09 13:38:08.141627: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:08.50977: bru: Preprocessing
#> 2026-10-09 13:38:08.60536: iinla: Iteration 1 [max: 10]
#> 2026-10-09 13:38:08.954226: iinla: Step rescaling: 27.4% (norm0 = 184.2, norm1 = 225.7, norm01 = 348)
#> 2026-10-09 13:38:08.976141: iinla: Iteration 2 [max: 10]
#> 2026-10-09 13:38:09.586187: iinla: Step rescaling: 99.7% (norm0 = 224.7, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-09 13:38:09.606331: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:09.608268: iinla: Iteration 3 [max: 10]
#> 2026-10-09 13:38:09.946533: iinla: Step rescaling: 102% (norm0 = 10.69, norm1 = 0.01176, norm01 = 10.69)
#> 2026-10-09 13:38:09.967482: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:09.969483: iinla: Iteration 4 [max: 10]
#> 2026-10-09 13:38:10.319716: iinla: Max deviation from previous: 8.06% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive]
#> 2026-10-09 13:38:10.320978: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode.
#> 2026-10-09 13:38:10.322902: iinla: Iteration 5 [max: 10]
#> 2026-10-09 13:38:12.685826: bru: Preprocessing
#> 2026-10-09 13:38:12.751275: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:13.210844: bru: Preprocessing
#> 2026-10-09 13:38:13.30147: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:16.003735: bru: Preprocessing
#> 2026-10-09 13:38:16.088548: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:24.190218: bru: Preprocessing
#> 2026-10-09 13:38:24.246712: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:38:26.589992: bru: Preprocessing
#> 2026-10-09 13:38:26.806123: iinla: Iteration 1 [max: 1]
#> 2026-10-09 13:39:14.335425: bru: Preprocessing
print(bru_log(), timestamp = TRUE, verbosity = TRUE)
#> 2026-10-09 13:37:44.800062: inlabru loaded (level 1)
#> 2026-10-09 13:37:44.800547: Clear override options (level 1)
#> 2026-10-09 13:38:07.108504: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:07.123483: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:07.1251: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:07.126522: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:07.12789: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:07.129398: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:07.130916: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:07.13252: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:07.140666: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:07.142035: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:07.143503: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:07.144977: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:07.146369: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:07.164544: iinla: Start (level 3)
#> 2026-10-09 13:38:07.166262: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:07.167509: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:07.169: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:07.17241: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:07.176066: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:07.178015: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:07.20853: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:07.23079: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:07.232598: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:38:08.022891: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:08.050389: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:08.059663: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:08.061237: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:08.0627: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:08.064071: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:08.065622: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:08.067165: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:08.068546: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:08.076264: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:08.077731: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:08.079369: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:08.080864: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:08.082236: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:08.098012: iinla: Start (level 3)
#> 2026-10-09 13:38:08.100027: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:08.101497: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:08.103246: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:08.107066: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:08.111274: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:08.113607: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:08.12296: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:08.139729: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:08.141627: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:38:08.480977: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:08.50977: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:08.52005: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:08.521861: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:08.52358: bru_input.bru_comp(z) (level 4)
#> 2026-10-09 13:38:08.525295: bru_input.bm_pipe(z) (level 5)
#> 2026-10-09 13:38:08.527061: bru_input.bm_multi(z:core) (level 5)
#> 2026-10-09 13:38:08.528847: bru_input.bru_mapper(z:core:main) (level 5)
#> 2026-10-09 13:38:08.530442: bru_input(bru_input) for (z) (level 5)
#> 2026-10-09 13:38:08.538279: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:08.539922: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:08.541705: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:08.543501: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:08.545102: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:08.561264: iinla: Start (level 3)
#> 2026-10-09 13:38:08.563232: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:08.564656: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:08.566342: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:08.570149: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:08.574512: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:08.576803: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:08.58651: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:08.603534: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:08.60536: iinla: Iteration 1 [max: 10] (level 1)
#> 2026-10-09 13:38:08.945081: iinla: Step rescaling: 61.8%, Contract (norm0 = 1970, norm1 = 1808, norm01 = 348) (level 3)
#> 2026-10-09 13:38:08.94775: iinla: Step rescaling: 38.2%, Contract (norm0 = 399.2, norm1 = 295.3, norm01 = 348) (level 3)
#> 2026-10-09 13:38:08.951247: iinla: Step rescaling: 27.4%, Approx Optimisation (norm0 = 184.2, norm1 = 225.7, norm01 = 348) (level 3)
#> 2026-10-09 13:38:08.95277: iinla: |lin1-lin0| = 348
#>   <eta-lin1,delta>/|delta| = -198.4
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 107.5 (level 4)
#> 2026-10-09 13:38:08.954226: iinla: Step rescaling: 27.4% (norm0 = 184.2, norm1 = 225.7, norm01 = 348) (level 2)
#> 2026-10-09 13:38:08.955865: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:08.957672: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:08.976141: iinla: Iteration 2 [max: 10] (level 1)
#> 2026-10-09 13:38:09.577669: iinla: Step rescaling: 162%, Expand (norm0 = 365.1, norm1 = 141.6, norm01 = 225.4) (level 3)
#> 2026-10-09 13:38:09.580228: iinla: Step rescaling: 100%, Overstep (norm0 = 225.4, norm1 = 10.71, norm01 = 225.4) (level 3)
#> 2026-10-09 13:38:09.583364: iinla: Step rescaling: 99.69%, Approx Optimisation (norm0 = 224.7, norm1 = 10.68, norm01 = 225.4) (level 3)
#> 2026-10-09 13:38:09.5848: iinla: |lin1-lin0| = 225.4
#>   <eta-lin1,delta>/|delta| = -1.008
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 10.64 (level 4)
#> 2026-10-09 13:38:09.586187: iinla: Step rescaling: 99.7% (norm0 = 224.7, norm1 = 10.68, norm01 = 225.4) (level 2)
#> 2026-10-09 13:38:09.587776: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:09.589489: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:09.606331: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive] (level 1)
#> 2026-10-09 13:38:09.608268: iinla: Iteration 3 [max: 10] (level 1)
#> 2026-10-09 13:38:09.937442: iinla: Step rescaling: 162%, Expand (norm0 = 16.84, norm1 = 6.153, norm01 = 10.69) (level 3)
#> 2026-10-09 13:38:09.940037: iinla: Step rescaling: 100%, Overstep (norm0 = 10.51, norm1 = 0.1742, norm01 = 10.69) (level 3)
#> 2026-10-09 13:38:09.943604: iinla: Step rescaling: 101.7%, Approx Optimisation (norm0 = 10.69, norm1 = 0.01176, norm01 = 10.69) (level 3)
#> 2026-10-09 13:38:09.945118: iinla: |lin1-lin0| = 10.69
#>   <eta-lin1,delta>/|delta| = -1.243e-05
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 0.01176 (level 4)
#> 2026-10-09 13:38:09.946533: iinla: Step rescaling: 102% (norm0 = 10.69, norm1 = 0.01176, norm01 = 10.69) (level 2)
#> 2026-10-09 13:38:09.948224: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:09.950083: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:09.967482: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive] (level 1)
#> 2026-10-09 13:38:09.969483: iinla: Iteration 4 [max: 10] (level 1)
#> 2026-10-09 13:38:10.290565: iinla: Step rescaling: 162%, Expand (norm0 = 0.01902, norm1 = 0.007267, norm01 = 0.01176) (level 3)
#> 2026-10-09 13:38:10.293311: iinla: Step rescaling: 100%, Overstep (norm0 = 0.01176, norm1 = 3.793e-08, norm01 = 0.01176) (level 3)
#> 2026-10-09 13:38:10.296838: iinla: Step rescaling: 100%, Approx Optimisation (norm0 = 0.01176, norm1 = 3.785e-08, norm01 = 0.01176) (level 3)
#> 2026-10-09 13:38:10.298405: iinla: |lin1-lin0| = 0.01176
#>   <eta-lin1,delta>/|delta| = 5.349e-11
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 3.785e-08 (level 4)
#> 2026-10-09 13:38:10.300192: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:10.302066: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:10.319716: iinla: Max deviation from previous: 8.06% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive] (level 1)
#> 2026-10-09 13:38:10.320978: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode. (level 1)
#> 2026-10-09 13:38:10.322902: iinla: Iteration 5 [max: 10] (level 1)
#> 2026-10-09 13:38:10.653697: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:12.685826: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:12.692395: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:12.693946: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:12.695427: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:12.696815: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:12.698348: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:12.699883: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:12.701301: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:12.715394: iinla: Start (level 3)
#> 2026-10-09 13:38:12.717118: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:12.718336: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:12.719766: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:12.723848: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:12.725831: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:12.73734: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:12.749679: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:12.751275: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:38:13.072469: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:13.210844: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:13.219825: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:13.221303: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:13.22263: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:13.223957: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:13.225408: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:13.226845: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:13.228191: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:13.235617: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:13.236948: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:13.238369: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:13.23979: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:13.241076: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:13.255759: iinla: Start (level 3)
#> 2026-10-09 13:38:13.257535: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:13.258661: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:13.260011: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:13.263219: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:13.273554: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:13.275617: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:13.283505: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:13.299937: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:13.30147: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:38:14.548991: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:16.003735: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:16.014972: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:16.016385: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:16.017691: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:16.018964: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:16.020363: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:16.021792: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:16.023078: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:16.030501: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:16.031835: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:16.033273: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:16.03466: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:16.035937: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:16.051308: iinla: Start (level 3)
#> 2026-10-09 13:38:16.052907: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:16.054: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:16.055358: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:16.058566: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:16.06258: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:16.064522: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:16.07233: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:16.087067: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:16.088548: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:38:16.405488: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:18.415013: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:19.884707: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:19.886017: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:19.887157: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:19.888175: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:19.889362: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:19.890545: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:19.891619: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:19.898924: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:19.900006: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:19.901187: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:19.909565: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:19.910645: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:19.917648: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:19.91871: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:19.919822: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:19.920928: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:19.921934: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:19.935184: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:19.936234: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:19.937253: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:19.938353: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:19.939442: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:19.940402: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:19.947685: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:19.94872: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:19.949825: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:19.950931: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:19.95188: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:19.958601: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:19.959605: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:19.960704: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:19.961797: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:19.962751: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:19.969558: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:19.972549: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:19.975688: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:19.979119: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:19.980214: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:19.981225: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:19.98233: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:19.983421: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:19.984391: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:19.991889: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:19.992932: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:19.99406: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:19.995159: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:19.996143: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:20.003094: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:20.004189: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:20.005326: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:20.00641: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:20.007407: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:20.01462: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:20.017643: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:20.020885: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:20.025835: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:20.026976: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:38:20.028025: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:38:20.029163: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:38:20.030273: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:38:20.03125: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:38:20.038997: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:20.040084: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:20.04124: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:20.042355: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:20.043323: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:20.050622: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:20.051714: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:20.052836: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:20.053948: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:20.054913: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:20.062337: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:20.065418: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:20.068621: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:24.190218: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:24.196577: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:24.198114: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:24.199464: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:24.200802: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:24.202297: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:24.203784: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:24.205099: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:24.221173: iinla: Start (level 3)
#> 2026-10-09 13:38:24.22269: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:24.223749: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:24.225011: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:24.22873: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:24.230468: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:24.23588: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:24.24533: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:24.246712: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:38:25.220663: iinla: Computation completed (level 3)
#> 2026-10-09 13:38:26.589992: bru: Preprocessing (level 1)
#> 2026-10-09 13:38:26.598876: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:38:26.60034: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:38:26.601706: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-09 13:38:26.602993: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-09 13:38:26.604441: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-09 13:38:26.605856: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-09 13:38:26.60732: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-09 13:38:26.615173: bru_input.bru_comp(field) (level 4)
#> 2026-10-09 13:38:26.616627: bru_input.bm_pipe(field) (level 5)
#> 2026-10-09 13:38:26.618093: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-09 13:38:26.619577: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-09 13:38:26.620893: bru_input(bru_input) for (field) (level 5)
#> 2026-10-09 13:38:26.639693: iinla: Start (level 3)
#> 2026-10-09 13:38:26.641387: iinla: Evaluate component simplifications (level 3)
#> 2026-10-09 13:38:26.642543: Simplify component mappers for each observation model (level 3)
#> 2026-10-09 13:38:26.643903: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:26.647289: Simplify component 'NA' (level 4)
#> 2026-10-09 13:38:26.775281: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-09 13:38:26.777137: Linearise predictor for each observation model (level 3)
#> 2026-10-09 13:38:26.785444: iinla: Construct inla stack (level 3)
#> 2026-10-09 13:38:26.804671: iinla: Model initialisation completed (level 3)
#> 2026-10-09 13:38:26.806123: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-09 13:39:13.851539: iinla: Computation completed (level 3)
#> 2026-10-09 13:39:14.335425: bru: Preprocessing (level 1)
#> 2026-10-09 13:39:14.356462: Evaluate component inputs for each observation model (level 3)
#> 2026-10-09 13:39:14.357837: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:39:14.359132: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:39:14.360391: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:39:14.361762: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:39:14.363144: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:39:14.364389: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:39:14.371587: bru_input(bru_comp_list) (level 4)
#> 2026-10-09 13:39:14.372869: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:39:14.374139: bru_input.bm_pipe(x) (level 5)
#> 2026-10-09 13:39:14.375482: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-09 13:39:14.37681: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:39:14.378039: bru_input(bru_input) for (x) (level 5)
#> 2026-10-09 13:41:15.382457: bru_input(bru_input) for (LABEL) (level 5)
#> 2026-10-09 13:41:16.811742: bru_input_text(bru_input) for (LABEL) (level 5)
#> 2026-10-09 13:41:16.826616: bru_input.bru_comp(x) (level 4)
#> 2026-10-09 13:41:16.827873: bru_input_text.bm_pipe(x) (level 5)
#> 2026-10-09 13:41:16.829138: bru_input_text.bm_multi(x:core) (level 5)
#> 2026-10-09 13:41:16.830377: bru_input_text.bru_mapper(x:core:main) (level 5)
#> 2026-10-09 13:41:16.831447: bru_input_text(bru_input) for (x) (level 5)

Access methods for `bru_log` objects