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)
#> 2026-10-23 07:50:08.104565: inlabru loaded
#> 2026-10-23 07:50:08.105044: Clear override options
#> 2026-10-23 07:50:22.422607: bru: Preprocessing
#> 2026-10-23 07:50:22.546217: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:23.455247: bru: Preprocessing
#> 2026-10-23 07:50:23.548775: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:24.038673: bru: Preprocessing
#> 2026-10-23 07:50:24.139364: iinla: Iteration 1 [max: 10]
#> 2026-10-23 07:50:24.592803: iinla: Step rescaling: 27.4% (norm0 = 184.1, norm1 = 225.5, norm01 = 347.8)
#> 2026-10-23 07:50:24.614308: iinla: Iteration 2 [max: 10]
#> 2026-10-23 07:50:25.3053: iinla: Step rescaling: 99.7% (norm0 = 224.6, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-23 07:50:25.325988: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:25.32794: iinla: Iteration 3 [max: 10]
#> 2026-10-23 07:50:25.764337: iinla: Step rescaling: 102% (norm0 = 10.68, norm1 = 0.01176, norm01 = 10.68)
#> 2026-10-23 07:50:25.785736: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:25.787782: iinla: Iteration 4 [max: 10]
#> 2026-10-23 07:50:26.246003: iinla: Max deviation from previous: 8.05% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:26.247254: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode.
#> 2026-10-23 07:50:26.249198: iinla: Iteration 5 [max: 10]
#> 2026-10-23 07:50:28.623172: bru: Preprocessing
#> 2026-10-23 07:50:28.688614: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:29.257404: bru: Preprocessing
#> 2026-10-23 07:50:29.346079: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:31.922571: bru: Preprocessing
#> 2026-10-23 07:50:32.011803: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:40.472402: bru: Preprocessing
#> 2026-10-23 07:50:40.531916: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:43.128411: bru: Preprocessing
#> 2026-10-23 07:50:43.35956: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:51:27.373228: bru: Preprocessing
format(bru_log())
#> 2026-10-23 07:50:08.104565: inlabru loaded
#> 2026-10-23 07:50:08.105044: Clear override options
#> 2026-10-23 07:50:22.422607: bru: Preprocessing
#> 2026-10-23 07:50:22.438185: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:22.439884: bru_input(bru_comp_list)
#> 2026-10-23 07:50:22.441346: bru_input.bru_comp(x)
#> 2026-10-23 07:50:22.442834: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:22.444438: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:22.446048: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:22.447755: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:22.456501: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:22.457932: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:22.459468: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:22.461044: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:22.462466: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:22.479202: iinla: Start
#> 2026-10-23 07:50:22.480964: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:22.482219: Simplify component mappers for each observation model
#> 2026-10-23 07:50:22.483777: Simplify component 'NA'
#> 2026-10-23 07:50:22.487137: Simplify component 'NA'
#> 2026-10-23 07:50:22.49074: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:22.492787: Linearise predictor for each observation model
#> 2026-10-23 07:50:22.522918: iinla: Construct inla stack
#> 2026-10-23 07:50:22.544552: iinla: Model initialisation completed
#> 2026-10-23 07:50:22.546217: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:23.427181: iinla: Computation completed
#> 2026-10-23 07:50:23.455247: bru: Preprocessing
#> 2026-10-23 07:50:23.464617: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:23.466106: bru_input(bru_comp_list)
#> 2026-10-23 07:50:23.467577: bru_input.bru_comp(x)
#> 2026-10-23 07:50:23.468995: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:23.470652: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:23.472186: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:23.473644: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:23.481718: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:23.483161: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:23.484765: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:23.48628: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:23.487667: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:23.502132: iinla: Start
#> 2026-10-23 07:50:23.504426: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:23.506094: Simplify component mappers for each observation model
#> 2026-10-23 07:50:23.508023: Simplify component 'NA'
#> 2026-10-23 07:50:23.512024: Simplify component 'NA'
#> 2026-10-23 07:50:23.516577: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:23.519249: Linearise predictor for each observation model
#> 2026-10-23 07:50:23.52916: iinla: Construct inla stack
#> 2026-10-23 07:50:23.546691: iinla: Model initialisation completed
#> 2026-10-23 07:50:23.548775: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:24.006782: iinla: Computation completed
#> 2026-10-23 07:50:24.038673: bru: Preprocessing
#> 2026-10-23 07:50:24.049877: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:24.051826: bru_input(bru_comp_list)
#> 2026-10-23 07:50:24.053699: bru_input.bru_comp(z)
#> 2026-10-23 07:50:24.055518: bru_input.bm_pipe(z)
#> 2026-10-23 07:50:24.057615: bru_input.bm_multi(z:core)
#> 2026-10-23 07:50:24.05964: bru_input.bru_mapper(z:core:main)
#> 2026-10-23 07:50:24.061449: bru_input(bru_input) for (z)
#> 2026-10-23 07:50:24.069297: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:24.071149: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:24.073187: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:24.075186: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:24.077055: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:24.092557: iinla: Start
#> 2026-10-23 07:50:24.094802: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:24.096473: Simplify component mappers for each observation model
#> 2026-10-23 07:50:24.098365: Simplify component 'NA'
#> 2026-10-23 07:50:24.102426: Simplify component 'NA'
#> 2026-10-23 07:50:24.106835: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:24.109473: Linearise predictor for each observation model
#> 2026-10-23 07:50:24.11996: iinla: Construct inla stack
#> 2026-10-23 07:50:24.137395: iinla: Model initialisation completed
#> 2026-10-23 07:50:24.139364: iinla: Iteration 1 [max: 10]
#> 2026-10-23 07:50:24.583709: iinla: Step rescaling: 61.8%, Contract (norm0 = 1969, norm1 = 1807, norm01 = 347.8)
#> 2026-10-23 07:50:24.586321: iinla: Step rescaling: 38.2%, Contract (norm0 = 398.9, norm1 = 295.1, norm01 = 347.8)
#> 2026-10-23 07:50:24.589757: iinla: Step rescaling: 27.4%, Approx Optimisation (norm0 = 184.1, norm1 = 225.5, norm01 = 347.8)
#> 2026-10-23 07:50:24.591284: iinla: |lin1-lin0| = 347.8
#>   <eta-lin1,delta>/|delta| = -198.3
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 107.4
#> 2026-10-23 07:50:24.592803: iinla: Step rescaling: 27.4% (norm0 = 184.1, norm1 = 225.5, norm01 = 347.8)
#> 2026-10-23 07:50:24.594509: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:24.596454: Linearise predictor for each observation model
#> 2026-10-23 07:50:24.614308: iinla: Iteration 2 [max: 10]
#> 2026-10-23 07:50:25.296269: iinla: Step rescaling: 162%, Expand (norm0 = 365, norm1 = 141.6, norm01 = 225.4)
#> 2026-10-23 07:50:25.298982: iinla: Step rescaling: 100%, Overstep (norm0 = 225.3, norm1 = 10.71, norm01 = 225.4)
#> 2026-10-23 07:50:25.302308: iinla: Step rescaling: 99.69%, Approx Optimisation (norm0 = 224.6, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-23 07:50:25.303834: iinla: |lin1-lin0| = 225.4
#>   <eta-lin1,delta>/|delta| = -1.007
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 10.63
#> 2026-10-23 07:50:25.3053: iinla: Step rescaling: 99.7% (norm0 = 224.6, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-23 07:50:25.30705: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:25.30894: Linearise predictor for each observation model
#> 2026-10-23 07:50:25.325988: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:25.32794: iinla: Iteration 3 [max: 10]
#> 2026-10-23 07:50:25.755084: iinla: Step rescaling: 162%, Expand (norm0 = 16.84, norm1 = 6.151, norm01 = 10.68)
#> 2026-10-23 07:50:25.757817: iinla: Step rescaling: 100%, Overstep (norm0 = 10.51, norm1 = 0.1741, norm01 = 10.68)
#> 2026-10-23 07:50:25.7613: iinla: Step rescaling: 101.7%, Approx Optimisation (norm0 = 10.68, norm1 = 0.01176, norm01 = 10.68)
#> 2026-10-23 07:50:25.762855: iinla: |lin1-lin0| = 10.68
#>   <eta-lin1,delta>/|delta| = -1.242e-05
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 0.01176
#> 2026-10-23 07:50:25.764337: iinla: Step rescaling: 102% (norm0 = 10.68, norm1 = 0.01176, norm01 = 10.68)
#> 2026-10-23 07:50:25.766084: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:25.768069: Linearise predictor for each observation model
#> 2026-10-23 07:50:25.785736: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:25.787782: iinla: Iteration 4 [max: 10]
#> 2026-10-23 07:50:26.217282: iinla: Step rescaling: 162%, Expand (norm0 = 0.01902, norm1 = 0.007265, norm01 = 0.01176)
#> 2026-10-23 07:50:26.220021: iinla: Step rescaling: 100%, Overstep (norm0 = 0.01176, norm1 = 3.793e-08, norm01 = 0.01176)
#> 2026-10-23 07:50:26.223405: iinla: Step rescaling: 100%, Approx Optimisation (norm0 = 0.01176, norm1 = 3.784e-08, norm01 = 0.01176)
#> 2026-10-23 07:50:26.22509: iinla: |lin1-lin0| = 0.01176
#>   <eta-lin1,delta>/|delta| = 5.35e-11
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 3.784e-08
#> 2026-10-23 07:50:26.226956: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:26.228995: Linearise predictor for each observation model
#> 2026-10-23 07:50:26.246003: iinla: Max deviation from previous: 8.05% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:26.247254: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode.
#> 2026-10-23 07:50:26.249198: iinla: Iteration 5 [max: 10]
#> 2026-10-23 07:50:26.672526: iinla: Computation completed
#> 2026-10-23 07:50:28.623172: bru: Preprocessing
#> 2026-10-23 07:50:28.629827: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:28.631396: bru_input(bru_comp_list)
#> 2026-10-23 07:50:28.632816: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:28.634183: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:28.635763: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:28.637327: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:28.638769: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:28.65262: iinla: Start
#> 2026-10-23 07:50:28.654325: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:28.655602: Simplify component mappers for each observation model
#> 2026-10-23 07:50:28.657022: Simplify component 'NA'
#> 2026-10-23 07:50:28.660869: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:28.662862: Linearise predictor for each observation model
#> 2026-10-23 07:50:28.674092: iinla: Construct inla stack
#> 2026-10-23 07:50:28.686986: iinla: Model initialisation completed
#> 2026-10-23 07:50:28.688614: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:29.121052: iinla: Computation completed
#> 2026-10-23 07:50:29.257404: bru: Preprocessing
#> 2026-10-23 07:50:29.266787: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:29.268278: bru_input(bru_comp_list)
#> 2026-10-23 07:50:29.269679: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:29.271027: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:29.272509: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:29.274024: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:29.275367: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:29.28228: bru_input.bru_comp(field)
#> 2026-10-23 07:50:29.283677: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:29.285159: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:29.286796: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:29.288153: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:29.301654: iinla: Start
#> 2026-10-23 07:50:29.303474: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:29.304723: Simplify component mappers for each observation model
#> 2026-10-23 07:50:29.306124: Simplify component 'NA'
#> 2026-10-23 07:50:29.309366: Simplify component 'NA'
#> 2026-10-23 07:50:29.319609: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:29.321711: Linearise predictor for each observation model
#> 2026-10-23 07:50:29.329207: iinla: Construct inla stack
#> 2026-10-23 07:50:29.344633: iinla: Model initialisation completed
#> 2026-10-23 07:50:29.346079: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:30.643519: iinla: Computation completed
#> 2026-10-23 07:50:31.922571: bru: Preprocessing
#> 2026-10-23 07:50:31.934877: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:31.936328: bru_input(bru_comp_list)
#> 2026-10-23 07:50:31.93772: bru_input.bru_comp(x)
#> 2026-10-23 07:50:31.939083: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:31.940934: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:31.942475: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:31.943855: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:31.951401: bru_input.bru_comp(field)
#> 2026-10-23 07:50:31.952811: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:31.954344: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:31.955857: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:31.957222: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:31.972986: iinla: Start
#> 2026-10-23 07:50:31.974723: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:31.975919: Simplify component mappers for each observation model
#> 2026-10-23 07:50:31.977316: Simplify component 'NA'
#> 2026-10-23 07:50:31.980632: Simplify component 'NA'
#> 2026-10-23 07:50:31.984816: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:31.986906: Linearise predictor for each observation model
#> 2026-10-23 07:50:31.995016: iinla: Construct inla stack
#> 2026-10-23 07:50:32.010219: iinla: Model initialisation completed
#> 2026-10-23 07:50:32.011803: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:32.451684: iinla: Computation completed
#> 2026-10-23 07:50:34.667695: bru_input(bru_comp_list)
#> 2026-10-23 07:50:36.224052: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:36.225378: bru_input(bru_comp_list)
#> 2026-10-23 07:50:36.226465: bru_input.bru_comp(x)
#> 2026-10-23 07:50:36.227632: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:36.228882: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:36.230154: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:36.231273: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:36.238266: bru_input.bru_comp(field)
#> 2026-10-23 07:50:36.239405: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:36.240653: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:36.247933: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:36.24902: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:36.254918: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:36.255989: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:36.257169: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:36.258335: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:36.259358: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:36.271467: bru_input(bru_comp_list)
#> 2026-10-23 07:50:36.272583: bru_input.bru_comp(x)
#> 2026-10-23 07:50:36.273635: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:36.274839: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:36.275995: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:36.277018: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:36.283548: bru_input.bru_comp(field)
#> 2026-10-23 07:50:36.284631: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:36.285814: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:36.286974: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:36.288002: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:36.294109: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:36.29519: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:36.296367: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:36.297544: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:36.29857: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:36.304233: Simplify component 'NA'
#> 2026-10-23 07:50:36.307232: Simplify component 'NA'
#> 2026-10-23 07:50:36.310423: Simplify component 'NA'
#> 2026-10-23 07:50:36.313876: bru_input(bru_comp_list)
#> 2026-10-23 07:50:36.314966: bru_input.bru_comp(x)
#> 2026-10-23 07:50:36.31601: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:36.317189: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:36.318356: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:36.319387: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:36.326356: bru_input.bru_comp(field)
#> 2026-10-23 07:50:36.32744: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:36.32866: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:36.329839: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:36.330872: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:36.337327: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:36.33843: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:36.33971: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:36.34095: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:36.34204: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:36.351074: Simplify component 'NA'
#> 2026-10-23 07:50:36.354668: Simplify component 'NA'
#> 2026-10-23 07:50:36.358418: Simplify component 'NA'
#> 2026-10-23 07:50:36.36398: bru_input(bru_comp_list)
#> 2026-10-23 07:50:36.365329: bru_input.bru_comp(x)
#> 2026-10-23 07:50:36.3666: bru_input.bm_pipe(x)
#> 2026-10-23 07:50:36.36796: bru_input.bm_multi(x:core)
#> 2026-10-23 07:50:36.369295: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:50:36.370426: bru_input(bru_input) for (x)
#> 2026-10-23 07:50:36.379171: bru_input.bru_comp(field)
#> 2026-10-23 07:50:36.380261: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:36.381446: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:36.382633: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:36.383672: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:36.391265: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:36.392371: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:36.393616: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:36.39479: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:36.395831: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:36.401505: Simplify component 'NA'
#> 2026-10-23 07:50:36.404474: Simplify component 'NA'
#> 2026-10-23 07:50:36.407634: Simplify component 'NA'
#> 2026-10-23 07:50:40.472402: bru: Preprocessing
#> 2026-10-23 07:50:40.479285: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:40.480847: bru_input(bru_comp_list)
#> 2026-10-23 07:50:40.48222: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:40.483641: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:40.48516: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:40.486772: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:40.488159: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:40.504133: iinla: Start
#> 2026-10-23 07:50:40.505847: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:40.507028: Simplify component mappers for each observation model
#> 2026-10-23 07:50:40.508403: Simplify component 'NA'
#> 2026-10-23 07:50:40.512407: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:40.514347: Linearise predictor for each observation model
#> 2026-10-23 07:50:40.520143: iinla: Construct inla stack
#> 2026-10-23 07:50:40.5303: iinla: Model initialisation completed
#> 2026-10-23 07:50:40.531916: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:41.743834: iinla: Computation completed
#> 2026-10-23 07:50:43.128411: bru: Preprocessing
#> 2026-10-23 07:50:43.138035: Evaluate component inputs for each observation model
#> 2026-10-23 07:50:43.139582: bru_input(bru_comp_list)
#> 2026-10-23 07:50:43.140989: bru_input.bru_comp(Intercept)
#> 2026-10-23 07:50:43.142366: bru_input.bm_pipe(Intercept)
#> 2026-10-23 07:50:43.143922: bru_input.bm_multi(Intercept:core)
#> 2026-10-23 07:50:43.14545: bru_input.bru_mapper(Intercept:core:main)
#> 2026-10-23 07:50:43.14701: bru_input(bru_input) for (Intercept)
#> 2026-10-23 07:50:43.154489: bru_input.bru_comp(field)
#> 2026-10-23 07:50:43.155998: bru_input.bm_pipe(field)
#> 2026-10-23 07:50:43.157568: bru_input.bm_multi(field:core)
#> 2026-10-23 07:50:43.159129: bru_input.bru_mapper(field:core:main)
#> 2026-10-23 07:50:43.160569: bru_input(bru_input) for (field)
#> 2026-10-23 07:50:43.182083: iinla: Start
#> 2026-10-23 07:50:43.184002: iinla: Evaluate component simplifications
#> 2026-10-23 07:50:43.185339: Simplify component mappers for each observation model
#> 2026-10-23 07:50:43.186926: Simplify component 'NA'
#> 2026-10-23 07:50:43.190774: Simplify component 'NA'
#> 2026-10-23 07:50:43.328455: iinla: Evaluate predictor linearisation
#> 2026-10-23 07:50:43.330515: Linearise predictor for each observation model
#> 2026-10-23 07:50:43.338709: iinla: Construct inla stack
#> 2026-10-23 07:50:43.357982: iinla: Model initialisation completed
#> 2026-10-23 07:50:43.35956: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:51:26.843241: iinla: Computation completed
#> 2026-10-23 07:51:27.373228: bru: Preprocessing
#> 2026-10-23 07:51:27.39409: Evaluate component inputs for each observation model
#> 2026-10-23 07:51:27.395625: bru_input(bru_comp_list)
#> 2026-10-23 07:51:27.397031: bru_input.bru_comp(x)
#> 2026-10-23 07:51:27.398377: bru_input.bm_pipe(x)
#> 2026-10-23 07:51:27.399912: bru_input.bm_multi(x:core)
#> 2026-10-23 07:51:27.401409: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:51:27.402792: bru_input(bru_input) for (x)
#> 2026-10-23 07:51:27.410057: bru_input(bru_comp_list)
#> 2026-10-23 07:51:27.411458: bru_input.bru_comp(x)
#> 2026-10-23 07:51:27.412845: bru_input.bm_pipe(x)
#> 2026-10-23 07:51:27.414335: bru_input.bm_multi(x:core)
#> 2026-10-23 07:51:27.415809: bru_input.bru_mapper(x:core:main)
#> 2026-10-23 07:51:27.417132: bru_input(bru_input) for (x)
#> 2026-10-23 07:51:29.356328: bru_input(bru_input) for (LABEL)
#> 2026-10-23 07:51:30.866027: bru_input_text(bru_input) for (LABEL)
#> 2026-10-23 07:51:30.881667: bru_input.bru_comp(x)
#> 2026-10-23 07:51:30.882988: bru_input_text.bm_pipe(x)
#> 2026-10-23 07:51:30.88432: bru_input_text.bm_multi(x:core)
#> 2026-10-23 07:51:30.88572: bru_input_text.bru_mapper(x:core:main)
#> 2026-10-23 07:51:30.886827: bru_input_text(bru_input) for (x)

bru_log(verbosity = 2L)
#> 2026-10-23 07:50:08.104565: inlabru loaded
#> 2026-10-23 07:50:08.105044: Clear override options
#> 2026-10-23 07:50:22.422607: bru: Preprocessing
#> 2026-10-23 07:50:22.546217: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:23.455247: bru: Preprocessing
#> 2026-10-23 07:50:23.548775: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:24.038673: bru: Preprocessing
#> 2026-10-23 07:50:24.139364: iinla: Iteration 1 [max: 10]
#> 2026-10-23 07:50:24.592803: iinla: Step rescaling: 27.4% (norm0 = 184.1, norm1 = 225.5, norm01 = 347.8)
#> 2026-10-23 07:50:24.614308: iinla: Iteration 2 [max: 10]
#> 2026-10-23 07:50:25.3053: iinla: Step rescaling: 99.7% (norm0 = 224.6, norm1 = 10.68, norm01 = 225.4)
#> 2026-10-23 07:50:25.325988: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:25.32794: iinla: Iteration 3 [max: 10]
#> 2026-10-23 07:50:25.764337: iinla: Step rescaling: 102% (norm0 = 10.68, norm1 = 0.01176, norm01 = 10.68)
#> 2026-10-23 07:50:25.785736: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:25.787782: iinla: Iteration 4 [max: 10]
#> 2026-10-23 07:50:26.246003: iinla: Max deviation from previous: 8.05% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive]
#> 2026-10-23 07:50:26.247254: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode.
#> 2026-10-23 07:50:26.249198: iinla: Iteration 5 [max: 10]
#> 2026-10-23 07:50:28.623172: bru: Preprocessing
#> 2026-10-23 07:50:28.688614: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:29.257404: bru: Preprocessing
#> 2026-10-23 07:50:29.346079: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:31.922571: bru: Preprocessing
#> 2026-10-23 07:50:32.011803: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:40.472402: bru: Preprocessing
#> 2026-10-23 07:50:40.531916: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:50:43.128411: bru: Preprocessing
#> 2026-10-23 07:50:43.35956: iinla: Iteration 1 [max: 1]
#> 2026-10-23 07:51:27.373228: bru: Preprocessing
print(bru_log(), timestamp = TRUE, verbosity = TRUE)
#> 2026-10-23 07:50:08.104565: inlabru loaded (level 1)
#> 2026-10-23 07:50:08.105044: Clear override options (level 1)
#> 2026-10-23 07:50:22.422607: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:22.438185: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:22.439884: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:22.441346: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:22.442834: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:22.444438: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:22.446048: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:22.447755: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:22.456501: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:22.457932: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:22.459468: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:22.461044: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:22.462466: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:22.479202: iinla: Start (level 3)
#> 2026-10-23 07:50:22.480964: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:22.482219: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:22.483777: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:22.487137: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:22.49074: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:22.492787: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:22.522918: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:22.544552: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:22.546217: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:50:23.427181: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:23.455247: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:23.464617: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:23.466106: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:23.467577: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:23.468995: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:23.470652: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:23.472186: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:23.473644: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:23.481718: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:23.483161: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:23.484765: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:23.48628: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:23.487667: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:23.502132: iinla: Start (level 3)
#> 2026-10-23 07:50:23.504426: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:23.506094: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:23.508023: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:23.512024: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:23.516577: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:23.519249: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:23.52916: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:23.546691: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:23.548775: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:50:24.006782: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:24.038673: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:24.049877: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:24.051826: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:24.053699: bru_input.bru_comp(z) (level 4)
#> 2026-10-23 07:50:24.055518: bru_input.bm_pipe(z) (level 5)
#> 2026-10-23 07:50:24.057615: bru_input.bm_multi(z:core) (level 5)
#> 2026-10-23 07:50:24.05964: bru_input.bru_mapper(z:core:main) (level 5)
#> 2026-10-23 07:50:24.061449: bru_input(bru_input) for (z) (level 5)
#> 2026-10-23 07:50:24.069297: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:24.071149: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:24.073187: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:24.075186: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:24.077055: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:24.092557: iinla: Start (level 3)
#> 2026-10-23 07:50:24.094802: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:24.096473: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:24.098365: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:24.102426: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:24.106835: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:24.109473: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:24.11996: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:24.137395: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:24.139364: iinla: Iteration 1 [max: 10] (level 1)
#> 2026-10-23 07:50:24.583709: iinla: Step rescaling: 61.8%, Contract (norm0 = 1969, norm1 = 1807, norm01 = 347.8) (level 3)
#> 2026-10-23 07:50:24.586321: iinla: Step rescaling: 38.2%, Contract (norm0 = 398.9, norm1 = 295.1, norm01 = 347.8) (level 3)
#> 2026-10-23 07:50:24.589757: iinla: Step rescaling: 27.4%, Approx Optimisation (norm0 = 184.1, norm1 = 225.5, norm01 = 347.8) (level 3)
#> 2026-10-23 07:50:24.591284: iinla: |lin1-lin0| = 347.8
#>   <eta-lin1,delta>/|delta| = -198.3
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 107.4 (level 4)
#> 2026-10-23 07:50:24.592803: iinla: Step rescaling: 27.4% (norm0 = 184.1, norm1 = 225.5, norm01 = 347.8) (level 2)
#> 2026-10-23 07:50:24.594509: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:24.596454: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:24.614308: iinla: Iteration 2 [max: 10] (level 1)
#> 2026-10-23 07:50:25.296269: iinla: Step rescaling: 162%, Expand (norm0 = 365, norm1 = 141.6, norm01 = 225.4) (level 3)
#> 2026-10-23 07:50:25.298982: iinla: Step rescaling: 100%, Overstep (norm0 = 225.3, norm1 = 10.71, norm01 = 225.4) (level 3)
#> 2026-10-23 07:50:25.302308: iinla: Step rescaling: 99.69%, Approx Optimisation (norm0 = 224.6, norm1 = 10.68, norm01 = 225.4) (level 3)
#> 2026-10-23 07:50:25.303834: iinla: |lin1-lin0| = 225.4
#>   <eta-lin1,delta>/|delta| = -1.007
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 10.63 (level 4)
#> 2026-10-23 07:50:25.3053: iinla: Step rescaling: 99.7% (norm0 = 224.6, norm1 = 10.68, norm01 = 225.4) (level 2)
#> 2026-10-23 07:50:25.30705: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:25.30894: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:25.325988: iinla: Max deviation from previous: 46300% of SD, and line search is active
#> [stop if: < 10% and line search inactive] (level 1)
#> 2026-10-23 07:50:25.32794: iinla: Iteration 3 [max: 10] (level 1)
#> 2026-10-23 07:50:25.755084: iinla: Step rescaling: 162%, Expand (norm0 = 16.84, norm1 = 6.151, norm01 = 10.68) (level 3)
#> 2026-10-23 07:50:25.757817: iinla: Step rescaling: 100%, Overstep (norm0 = 10.51, norm1 = 0.1741, norm01 = 10.68) (level 3)
#> 2026-10-23 07:50:25.7613: iinla: Step rescaling: 101.7%, Approx Optimisation (norm0 = 10.68, norm1 = 0.01176, norm01 = 10.68) (level 3)
#> 2026-10-23 07:50:25.762855: iinla: |lin1-lin0| = 10.68
#>   <eta-lin1,delta>/|delta| = -1.242e-05
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 0.01176 (level 4)
#> 2026-10-23 07:50:25.764337: iinla: Step rescaling: 102% (norm0 = 10.68, norm1 = 0.01176, norm01 = 10.68) (level 2)
#> 2026-10-23 07:50:25.766084: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:25.768069: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:25.785736: iinla: Max deviation from previous: 496% of SD, and line search is active
#> [stop if: < 10% and line search inactive] (level 1)
#> 2026-10-23 07:50:25.787782: iinla: Iteration 4 [max: 10] (level 1)
#> 2026-10-23 07:50:26.217282: iinla: Step rescaling: 162%, Expand (norm0 = 0.01902, norm1 = 0.007265, norm01 = 0.01176) (level 3)
#> 2026-10-23 07:50:26.220021: iinla: Step rescaling: 100%, Overstep (norm0 = 0.01176, norm1 = 3.793e-08, norm01 = 0.01176) (level 3)
#> 2026-10-23 07:50:26.223405: iinla: Step rescaling: 100%, Approx Optimisation (norm0 = 0.01176, norm1 = 3.784e-08, norm01 = 0.01176) (level 3)
#> 2026-10-23 07:50:26.22509: iinla: |lin1-lin0| = 0.01176
#>   <eta-lin1,delta>/|delta| = 5.35e-11
#>   |eta-lin0 - delta <delta,eta-lin0>/<delta,delta>| = 3.784e-08 (level 4)
#> 2026-10-23 07:50:26.226956: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:26.228995: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:26.246003: iinla: Max deviation from previous: 8.05% of SD, and line search is inactive
#> [stop if: < 10% and line search inactive] (level 1)
#> 2026-10-23 07:50:26.247254: iinla: Convergence criterion met.
#>        Running final INLA integration step with known theta mode. (level 1)
#> 2026-10-23 07:50:26.249198: iinla: Iteration 5 [max: 10] (level 1)
#> 2026-10-23 07:50:26.672526: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:28.623172: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:28.629827: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:28.631396: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:28.632816: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:28.634183: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:28.635763: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:28.637327: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:28.638769: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:28.65262: iinla: Start (level 3)
#> 2026-10-23 07:50:28.654325: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:28.655602: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:28.657022: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:28.660869: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:28.662862: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:28.674092: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:28.686986: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:28.688614: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:50:29.121052: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:29.257404: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:29.266787: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:29.268278: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:29.269679: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:29.271027: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:29.272509: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:29.274024: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:29.275367: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:29.28228: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:29.283677: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:29.285159: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:29.286796: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:29.288153: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:29.301654: iinla: Start (level 3)
#> 2026-10-23 07:50:29.303474: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:29.304723: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:29.306124: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:29.309366: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:29.319609: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:29.321711: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:29.329207: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:29.344633: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:29.346079: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:50:30.643519: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:31.922571: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:31.934877: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:31.936328: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:31.93772: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:31.939083: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:31.940934: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:31.942475: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:31.943855: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:31.951401: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:31.952811: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:31.954344: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:31.955857: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:31.957222: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:31.972986: iinla: Start (level 3)
#> 2026-10-23 07:50:31.974723: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:31.975919: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:31.977316: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:31.980632: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:31.984816: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:31.986906: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:31.995016: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:32.010219: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:32.011803: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:50:32.451684: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:34.667695: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:36.224052: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:36.225378: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:36.226465: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:36.227632: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:36.228882: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:36.230154: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:36.231273: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:36.238266: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:36.239405: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:36.240653: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:36.247933: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:36.24902: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:36.254918: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:36.255989: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:36.257169: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:36.258335: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:36.259358: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:36.271467: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:36.272583: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:36.273635: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:36.274839: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:36.275995: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:36.277018: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:36.283548: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:36.284631: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:36.285814: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:36.286974: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:36.288002: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:36.294109: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:36.29519: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:36.296367: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:36.297544: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:36.29857: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:36.304233: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.307232: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.310423: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.313876: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:36.314966: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:36.31601: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:36.317189: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:36.318356: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:36.319387: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:36.326356: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:36.32744: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:36.32866: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:36.329839: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:36.330872: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:36.337327: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:36.33843: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:36.33971: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:36.34095: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:36.34204: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:36.351074: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.354668: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.358418: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.36398: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:36.365329: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:50:36.3666: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:50:36.36796: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:50:36.369295: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:50:36.370426: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:50:36.379171: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:36.380261: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:36.381446: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:36.382633: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:36.383672: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:36.391265: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:36.392371: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:36.393616: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:36.39479: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:36.395831: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:36.401505: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.404474: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:36.407634: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:40.472402: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:40.479285: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:40.480847: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:40.48222: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:40.483641: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:40.48516: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:40.486772: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:40.488159: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:40.504133: iinla: Start (level 3)
#> 2026-10-23 07:50:40.505847: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:40.507028: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:40.508403: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:40.512407: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:40.514347: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:40.520143: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:40.5303: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:40.531916: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:50:41.743834: iinla: Computation completed (level 3)
#> 2026-10-23 07:50:43.128411: bru: Preprocessing (level 1)
#> 2026-10-23 07:50:43.138035: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:50:43.139582: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:50:43.140989: bru_input.bru_comp(Intercept) (level 4)
#> 2026-10-23 07:50:43.142366: bru_input.bm_pipe(Intercept) (level 5)
#> 2026-10-23 07:50:43.143922: bru_input.bm_multi(Intercept:core) (level 5)
#> 2026-10-23 07:50:43.14545: bru_input.bru_mapper(Intercept:core:main) (level 5)
#> 2026-10-23 07:50:43.14701: bru_input(bru_input) for (Intercept) (level 5)
#> 2026-10-23 07:50:43.154489: bru_input.bru_comp(field) (level 4)
#> 2026-10-23 07:50:43.155998: bru_input.bm_pipe(field) (level 5)
#> 2026-10-23 07:50:43.157568: bru_input.bm_multi(field:core) (level 5)
#> 2026-10-23 07:50:43.159129: bru_input.bru_mapper(field:core:main) (level 5)
#> 2026-10-23 07:50:43.160569: bru_input(bru_input) for (field) (level 5)
#> 2026-10-23 07:50:43.182083: iinla: Start (level 3)
#> 2026-10-23 07:50:43.184002: iinla: Evaluate component simplifications (level 3)
#> 2026-10-23 07:50:43.185339: Simplify component mappers for each observation model (level 3)
#> 2026-10-23 07:50:43.186926: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:43.190774: Simplify component 'NA' (level 4)
#> 2026-10-23 07:50:43.328455: iinla: Evaluate predictor linearisation (level 3)
#> 2026-10-23 07:50:43.330515: Linearise predictor for each observation model (level 3)
#> 2026-10-23 07:50:43.338709: iinla: Construct inla stack (level 3)
#> 2026-10-23 07:50:43.357982: iinla: Model initialisation completed (level 3)
#> 2026-10-23 07:50:43.35956: iinla: Iteration 1 [max: 1] (level 1)
#> 2026-10-23 07:51:26.843241: iinla: Computation completed (level 3)
#> 2026-10-23 07:51:27.373228: bru: Preprocessing (level 1)
#> 2026-10-23 07:51:27.39409: Evaluate component inputs for each observation model (level 3)
#> 2026-10-23 07:51:27.395625: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:51:27.397031: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:51:27.398377: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:51:27.399912: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:51:27.401409: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:51:27.402792: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:51:27.410057: bru_input(bru_comp_list) (level 4)
#> 2026-10-23 07:51:27.411458: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:51:27.412845: bru_input.bm_pipe(x) (level 5)
#> 2026-10-23 07:51:27.414335: bru_input.bm_multi(x:core) (level 5)
#> 2026-10-23 07:51:27.415809: bru_input.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:51:27.417132: bru_input(bru_input) for (x) (level 5)
#> 2026-10-23 07:51:29.356328: bru_input(bru_input) for (LABEL) (level 5)
#> 2026-10-23 07:51:30.866027: bru_input_text(bru_input) for (LABEL) (level 5)
#> 2026-10-23 07:51:30.881667: bru_input.bru_comp(x) (level 4)
#> 2026-10-23 07:51:30.882988: bru_input_text.bm_pipe(x) (level 5)
#> 2026-10-23 07:51:30.88432: bru_input_text.bm_multi(x:core) (level 5)
#> 2026-10-23 07:51:30.88572: bru_input_text.bru_mapper(x:core:main) (level 5)
#> 2026-10-23 07:51:30.886827: bru_input_text(bru_input) for (x) (level 5)

Access methods for `bru_log` objects