diff --git a/stable b/stable index 10d8c7f1..48488a96 120000 --- a/stable +++ b/stable @@ -1 +1 @@ -v0.21.38 \ No newline at end of file +v0.21.39 \ No newline at end of file diff --git a/v0.21 b/v0.21 index 10d8c7f1..48488a96 120000 --- a/v0.21 +++ b/v0.21 @@ -1 +1 @@ -v0.21.38 \ No newline at end of file +v0.21.39 \ No newline at end of file diff --git a/v0.21.39/.documenter-siteinfo.json b/v0.21.39/.documenter-siteinfo.json new file mode 100644 index 00000000..9af66c4b --- /dev/null +++ b/v0.21.39/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.7","generation_timestamp":"2024-12-22T18:55:12","documenter_version":"1.8.0"}} \ No newline at end of file diff --git a/v0.21.39/CreateInitializeLoop/index.html b/v0.21.39/CreateInitializeLoop/index.html new file mode 100644 index 00000000..c394b9f0 --- /dev/null +++ b/v0.21.39/CreateInitializeLoop/index.html @@ -0,0 +1,2 @@ + +Control flow · PALEOboxes Documentation
GitHub

Control flow

Model Creation

A YAML format configuration file defines both the model structure (spatial domains containing biogeochemical variables and reactions that operate on them) and model parameter values. Reactions (subtypes of AbstractReaction) are identified by Type name (without module prefix) in the configuration file.

To create the model, the numerical solver or host should call create_model_from_config which reads the configuration file, and then:

Model initialisation

To initialise the model, the numerical solver or host should then:

State Variable initialization

To initialise state Variables and perform any Reaction-specific initialisation, the numerical solver or host should:

  • call dispatch_setup with attribute_name = :norm_value. These Reaction setup methods should set state Variables according to the :norm_value Variable attribute (which can be set in the variable_attributes: section of the config file). Reactions may also use these values internally.
    • optionally (if normalisation values are required by a numerical solver), copy the Variable normalisation values from the arrays in ModelData to the solver.
  • optionally call dispatch_setup with attribute_name = :initial_value to set state Variables according to the :initial_value Variable attribute (which can be set in the variable_attributes: section of the config file).

Main loop

To calculate the model derivative, the numerical solver or host should:

Additional notes

Operator splitting and Domain tiling: Reaction and Domain subsets

The default initialisation described above calculates the model derivative for all model Reactions for all Domains, using the cellranges_all, and dispatchlists_all fields of the ModelData struct. A custom Vector of CellRanges can be used to select a subset of ReactionMethods by Domain and operatorID, eg to implement operator splitting. Tiles within Domain eg to implement Domain decomposition for a multithreaded model can be defined by specifying CellRanges with a subset of cell indices within Domains.

The custom Vector of CellRanges should then be supplied to

Multithreaded models

To use with a multithreaded solver eg for a spatially tiled model:

  • Set the global parameter threadsafe=true in the YAML file before calling create_model_from_config. This is used by Reactions that require special handling eg atomic operations to maintain thread safety (usually those with scalar accumulator variables for totals etc).
  • Supply a method_barrier implementing a thread barrier function to initialize_reactiondata!. Reactions are sorted into groups, where each group has no dependencies and later groups depend on earlier ones. The method_barrier will be inserted between these groups of independent Reactions.

Automatic differentiation

  • Set eltype when calling create_modeldata to the appropriate dual number type for a (forward) automatic differentation implementation. All model arrays are held in the created ModelData struct and multiple ModelData instances can be created, allowing a combination of eg AD Jacobian and standard derivative calculations with different array types.
diff --git a/v0.21.39/DesignOverview/index.html b/v0.21.39/DesignOverview/index.html new file mode 100644 index 00000000..67977737 --- /dev/null +++ b/v0.21.39/DesignOverview/index.html @@ -0,0 +1,2 @@ + +PALEOboxes coupler design · PALEOboxes Documentation
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PALEOboxes coupler design

A PALEO Model contains Domains, each of which contain Variables defining Fields containing Data arrays, and Reactions with ReactionMethods that operate on the Variables to calculate model time evolution.

The PALEOboxes Julia package (abbreviated to PB in the PALEO code) implements a coupler that provides a unified mechanism for

  1. ‘low-level’ coupling (e.g. linking individual redox Reactions within a Domain), on which is built
  2. ‘module-level’ coupling (linking e.g. atmosphere and ocean components) based on standardising names for communicating fluxes, and which enables
  3. separation of biogeochemical reaction and transport.

A YAML format configuration file then defines both the model structure (spatial domains containing biogeochemical variables and reactions that operate on them) and model parameter values.

Composing Reactions and Variables within a Domain

Figure 1

The PALEOboxes object model illustrated by a fragment of a marine biogeochemical model representing two phytoplankton populations competing for the same nutrient. The Ocean Domain contains two Reactions phytA and phytB, and three state Variables P, phytA and phytB with paired time derivatives P_sms, phytA_sms and phytB_sms. The Reactions are both instances of the same class PaleoReactionSimplePhyt, with a Parameter k_P, and a single method. The ReactionMethod defines interactions with a nutrient P via a Variable Dependency P and a Variable Contributor P_sms, and a population represented by Variable Dependency phyt and Contributor phyt_sms. P and P_sms from each PaleoReactionSimplePhyt instance are linked at run time to the same Domain Variables P and P_sms, using the default names from the PaleoReactionSimplePhyt code. phyt and phyt_sms are renamed in the configuration file to two different pairs of Domain Variables phytA, phytA_sms and phytB, phytB_sms, hence representing two distinct phytoplankton populations.

Reactions and ReactionMethods

Reactions contain Parameters and are implemented as subtypes of AbstractReaction along with associated methods. ReactionMethods and VariableReactions are created by Reactions during model initialization. All PALEO model time evolution (including external prescribed forcing, biogeochemistry, transport within eg an ocean Domain) is then implemented by the ReactionMethods as they are called during the model main loop.

Biogeochemical Variables

Variables defined as VariableReactions are then linked within (or across) Domains, creating corresponding VariableDomains. Linking of Variables is based on names (as text strings). Default names are encoded in the Reaction implementations (with standard names for e.g. chemical species such as O2, DIC marine tracers), and can be overridden in the configuration file. This is analogous to the use of ‘dummy variables’ in a Fortran or Python function call, and allows (i) a combination of default names for commonly-used biogeochemical variables (‘P’, ‘SO4’ etc), with (ii) renamed variables to allow multiple Reaction instances (e.g. two phytoplankton populations with state variable names and parameter choices for the same Reaction implementation), or (iii) enable rerouting of fluxes and dependencies that are specific to the model configuration, or (iv) sort out name conflicts where no default names have been established.

Variables are classified into two pairings: Properties with Dependencies (shown shaded green in Figure 1, linked at run time to Domain VariableDomPropDeps), or flux Targets and Contributors (shaded pink in Figure 1, linked at run-time to Domain VariableDomContribTargets). This classification retains flexibility while providing sufficient information to allow automatic detection of errors in model specification (for example, a Dependency with no Property, or a flux Contributor with no Target), and automatic scheduling of Reactions within the model main loop (as a Reaction that defines a Property must be executed before a Reaction that Depends on this property).

Variables can specify metadata as an extensible list of attributes which can then be queried (using get_attribute) and filtered on (using get_variables) during model configuration and initialisation. This enables the labelling of groups of variables (e.g. the :advect and :vertical_motion attributes are used by a Reaction implementing ocean transport to identify those state variables representing solutes that should be transported; the :vfunction attribute is used by numerical solvers to identify state variables and their time derivatives).

Spatially-resolved Domains and Grids

Domains may contain a Grid (a subtype of AbstractMesh) to define a spatially-resolved Domain containing multiple cells.

Three-dimensional Domains (eg ocean) are associated with two-dimensional boundary Domains (eg oceansurface, oceanfloor), and also provide Subdomains (subtypes of AbstractSubdomain, eg ocean.oceansurface, ocean.oceanfloor) that specify the subset of 3D ocean cells adjacent to the 2D boundaries.

Fields and Data

Variables contain Fields which represent data (a subtype of AbstractData defined by the :field_data ttribute) in a function space (a subtype of AbstractSpace defined by the :space attribute).

The AbstractSpace subtype (see Spaces) can define a per-Domain (ScalarSpace) or per-cell (CellSpace) quantity, where the number of cells is defined by the Domain grid.

The AbstractData subtype (see Data types) defines the information that is stored per Domain or per grid cell. ScalarData defines one value, ArrayScalarData an array of scalar values eg for intensity on a wavelength grid, and AbstractIsotopeScalar a multiple-component isotope system (see Isotopes).

Coupling Spatial Domains

Figure 2

Defining and coupling spatial Domains. The four Domains atm, oceansurface, ocean and fluxAtmOceansurface are defined in the model configuration file. The first three of these contain arbitrary biogeochemical Reactions and Variables. Domain fluxAtmOceansurface contains only a FluxTarget Reaction and a set of Target Variables fluxO2. Exchange fluxes are accumulated into these flux Variables (in this case, produced by air-sea exchange reactions in the oceansurface Domain), and then redistributed to atm and ocean by the FluxTransfer Reactions taking account of mapping between Domain dimensions.

Coupling between Earth system components is provided by Fluxes, implemented by Fluxes.ReactionFluxTargets (Figure 2) that provide a set of flux Target Variables in nominated flux coupler Domains, and Fluxes.ReactionFluxTransfer that then transfer fluxes (with appropriate mapping) to a different Domain.

Variable text names may be referred to from other Domains by prefixing with Domain and Subdomain names (eg ocean.P_conc links to the 3D ocean interior Variable P_conc, ocean.oceansurface.O2_conc links to the ocean oxygen concentration for the 2D subset of ocean cells adjacent to the oceansurface boundary).

Separating time integration, reaction, and transport

Figure 3

Examples of model configurations with different reaction/transport partitioning: a) a configuration with offline transport and forcing provided by Reactions within the PALEO framework. The only external dependencies are state variables and derivatives, with time integration provided by a standard ODE solver such as CVODE and the overall model workflow (initialisation, solution, output) managed by the PALEOmodel package. b) an ocean-only model embedded in a GCM host which provides transport and physical properties such as temperature and sequences the model workflow.

The :vfunction Variable attribute is used to identify pairs of state variables (labelled with :vfunction = VF_StateExplicit) and their corresponding time derivatives (labelled with :vfunction = VF_Deriv). Algebraic constraints are defined by Variables labelled with :vfunction = VF_Constraint, with a corresponding number of state variables labelled with :vfunction = VF_State. Implicit variables are defined by pairs of variables and time derivatives labelled with :vfunction = VF_Total and :vfunction = VF_Deriv, with a corresponding number of state variables labelled with :vfunction = VF_State.

To access variables, a numerical ODE or DAE solver can use VariableAggregator to implement a high-level interface to aggregated lists. A host dynamical model can alternatively use get_variables during model configuration and initialisation to link to individual host data arrays.

The abstractions described above enable a natural separation of biogeochemical reaction and transport, which can then either be provided by a host dynamical model e.g. implemented in C or Fortran, or as offline transport implemented by PALEO “reactions” within the framework (Figure 3). This enables both rapid, interactive development and experimentation in a PC/workstation environment using offline transport, and deployment of the same model code as a component embedded in a larger GCM model.

diff --git a/v0.21.39/DomainsVariablesFields/index.html b/v0.21.39/DomainsVariablesFields/index.html new file mode 100644 index 00000000..f35b5d73 --- /dev/null +++ b/v0.21.39/DomainsVariablesFields/index.html @@ -0,0 +1,98 @@ + +Domains, Variables, Fields, and Data arrays. · PALEOboxes Documentation
GitHub

Domains, Variables, Fields, and Data arrays.

A Model contains Domains, each of which contain Variables defining Fields which contain Data arrays, and Reactions with ReactionMethods that operate on the Fields to calculate model time evolution.

Model

Domains

PALEOboxes.Domain — Type
Domain

A model region containing Variables and Reactions that act on them.

Domain spatial size is defined by grid, which may be nothing to define a scalar Domain, or an AbstractMesh to define a spatially-resolved Domain with multiple cells.

Named data_dims may be set by set_data_dimension! to allow Variables with additional non-spatial dimensions, eg to represent quantities on a wavelength grid.

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Grids

PALEOboxes.internal_size — Function
internal_size(::Type{<:AbstractSpace}, mesh::AbstractMesh; [subdomain=""] [space=:cell]) -> NTuple{ndims, Int}

Array size to use for model Variables.

All AbstractMesh concrete subtypes (UnstructuredVectorGrid, CartesianLinearGrid, ...) should implement this method.

Optional Keyword Arguments

  • subdomain::String="": a named subdomain
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PALEOboxes.cartesian_size — Function
cartesian_size(mesh::AbstractMesh) -> NTuple{ndims, Int}

Optional (only regular Cartesian grids should implement this method): Array size of Cartesian Domain.

NB: this may be different from internal_size if the mesh implements a mapping eg to a Vector for internal model Variables.

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PALEOboxes.Grids.set_subdomain! — Function
set_subdomain!(grid::PB.AbstractMesh, subdomainname::AbstractString, subdom::PB.AbstractSubdomain, allowcreate::Bool=false)

Set Subdomain

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PALEOboxes.Grids.UnstructuredColumnGrid — Type
UnstructuredColumnGrid <: PB.AbstractMesh

Minimal Grid for a Vector Domain composed of columns (not necessarily forming a 2-D array).

Fields

  • ncells::Int total number of cells in this Domain
  • Icolumns::Vector{Vector{Int}}: Icolumns[n] should be the indices of column n, in order from surface to floor, where n is also the index of

any associated boundary surface.

  • z_coords::Vector{FixedCoord}: z coordinates of cell mid point, lower surface, upper surface
  • columnnames::Vector{Symbol}: optional column names
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PALEOboxes.Grids.CartesianLinearGrid — Type
CartesianLinearGrid <: PB.AbstractMesh

nD grid with netcdf CF1.0 coordinates, using Vectors for PALEO internal representation of Variables, with a mapping linear indices <–> some subset of grid indices.

The linear indices mapping should be set with set_linear_index. Conversion of Field values between the PALEO internal representation (a Vector with a linear index) and a Cartesian Array with multiple dimensions (for import and export of model output) is then implemented by cartesian_to_internal and internal_to_cartesian.

Fields

  • ncells::Int64: number of cells in Domain = length(linear_index) (may be subset of total points in prod(dims))
  • dimnames::Vector{String}: names of dimensions (ordered list)
  • dims::Vector{Int}: sizes of dimensions (ordered list)
  • coords::Vector{Vector{Float64}}: attached cell-centre coordinates for each dimension (ordered list)
  • coords_edges::Vector{Vector{Float64}}: attached cell-edge coordinates for each dimension (ordered list)
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PALEOboxes.Grids.CartesianArrayGrid — Type
CartesianArrayGrid <: PB.AbstractMesh

nD grid with netcdf CF1.0 coordinates, using n-dimensional Arrays for PALEO internal representation of Variables

Fields

  • ncells::Int64: number of cells in Domain = length(linear_index) (may be subset of total points in prod(dims))
  • dimnames::Vector{String}: names of dimensions (ordered list)
  • dims::Vector{Int}: sizes of dimensions (ordered list)
  • coords::Vector{Vector{Float64}}: attached cell-centre coordinates for each dimension (ordered list)
  • coords_edges::Vector{Vector{Float64}}: attached cell-edge coordinates for each dimension (ordered list)
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Subdomains

PALEOboxes.Grids.BoundarySubdomain — Type
BoundarySubdomain <: PB.AbstractSubdomain

A 2D subdomain corresponding to the 2D boundary Domain associated with a 3D interior Domain:

  • indices[ibnd] is the index of the 3D interior cell corresponding to a 2D boundary cell ibnd.
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PALEOboxes.Grids.InteriorSubdomain — Type
InteriorSubdomain <: PB.AbstractSubdomain

A 3D subdomain corresponding to the 3D interior Domain associated with a 2D boundary Domain: indices[iint] is either:

  • missing if iint is the index of an interior cell in the 3D Domain, or
  • the index of the 2D boundary Domain cell corresponding to the boundary-adjacent 3D interior Domain cell iint
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PALEOboxes.Grids.subdomain_view — Function
subdomain_view(values, subdomain::BoundarySubdomain) -> view

Create a view on values in an interior Domain to access cells corresponding to indices in a boundary Domain.

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subdomain_view(values, subdomain::InteriorSubdomain) -> var

Return unmodified values from a boundary Domain, indices to access from interior supplied by subdomain_indices

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subdomain_view(values, subdomain::Nothing) -> values

Fallback when subdomain == nothing

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PALEOboxes.Grids.subdomain_indices — Function
subdomain_indices(subdomain::BoundarySubdomain) -> nothing

No additional indices required to access Variables in an interior Domain from a boundary Domain (view created by subdomain_view is sufficient).

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subdomain_indices(subdomain::InteriorSubdomain) -> indices

Return indices to access Variables in a boundary Domain from interior Domain (will have missing entries where interior cells do not correspond to boundary)

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subdomain_indices(subdomain::Nothing) -> nothing

fallback when subdomain == nothing

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Regions, Dimensions and Coordinates

PALEOboxes.Grids.get_region — Function
get_region(grid::Union{PB.AbstractMesh, Nothing}, values; selectargs...) -> values_subset, (dim_subset::NamedDimension, ...)

Return the subset of values given by selectargs (Grid-specific keywords eg cell=, column=, ...) and corresponding dimensions (with attached coordinates).

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get_region(grid::Nothing, values) -> values[]

Fallback for Domain with no grid, assumed 1 cell

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get_region(grid::UnstructuredVectorGrid, values; cell=Nothing) -> 
+    values_subset, (dim_subset::NamedDimension, ...)

Keywords for region selection:

  • cell::Union{Nothing, Int, Symbol}: an Int for cell number (first cell = 1), or a Symbol to look up in cellnames cell = Nothing is also allowed for a single-cell Domain.
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get_region(grid::UnstructuredColumnGrid, values; column, [cell=nothing]) -> 
+    values_subset, (dim_subset::NamedDimension, ...)

Keywords for region selection:

  • column::Union{Int, Symbol}: (may be an Int, or a Symbol to look up in columnames)
  • cell::Int: optional cell index within column, highest cell is cell 1
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get_region(grid::Union{CartesianLinearGrid{2}, CartesianArrayGrid{2}} , internalvalues; [i=i_idx], [j=j_idx]) ->
+    arrayvalues_subset, (dim_subset::NamedDimension, ...)

Keywords for region selection:

  • i::Int: optional, slice along first dimension
  • j::Int: optional, slice along second dimension

internalvalues are transformed if needed from internal Field representation as a Vector length ncells, to an Array (2D if neither i, j arguments present, 1D if i or j present, 0D ie one cell if both present)

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get_region(grid::Union{CartesianLinearGrid{3}, CartesianArrayGrid{3}}, internalvalues; [i=i_idx], [j=j_idx]) ->
+    arrayvalues_subset, (dim_subset::NamedDimension, ...)

Keywords for region selection:

  • i::Int: optional, slice along first dimension
  • j::Int: optional, slice along second dimension
  • k::Int: optional, slice along third dimension

internalvalues are transformed if needed from internal Field representation as a Vector length ncells, to an Array (3D if neither i, j, k arguments present, 2D if one of i, j or k present, 1D if two present, 0D ie one cell if i, j, k all specified).

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Grids may define name dimensions and attach coordinates for the convenience of output visualisation. Any coordinate information required by Reactions should be supplied as Variables.

PALEOboxes.NamedDimension — Type
NamedDimension

A named dimension, with optional attached fixed coordinates coords

PALEO convention is that where possible coords contains three elements, for cell midpoints, lower edges, upper edges, in that order.

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Variables

PALEO Variables exist in Domains and represent biogeochemical or other quantities. They are defined by Reactions as VariableReactions which are then linked to create VariableDomains, and contain Fields which represent data (a subtype of AbstractData) in a function space (a subtype of AbstractSpace) with dimensions defined by the Domain grid (a subtype of AbstractMesh)

Dataflow dependency between Variables is represented by two pairings:

PALEOboxes.VariableType — Type
@enum VariableType

Enumeration of VariableBase subtypes. Allowed values:

  • VariableReaction: VT_ReactProperty, VT_ReactDependency, VT_ReactContributor, VT_ReactTarget
  • VariableDomain : VT_DomPropDep, VT_DomContribTarget
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PALEOboxes.VariableDomContribTarget — Type
VariableDomContribTarget <: VariableDomain

Model (Domain) VariableDomain linking a single VariableReaction{VT_ReactTarget} to multiple VariableReaction{VT_ReactContributor} and VariableReaction{VT_ReactDependency}.

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Variable Attributes

PALEOboxes.Attribute — Type
Attribute{T}

Definition for Variable attribute name. Defines a data type T, a default_value, required (true if always present ie added with default_value when Variable is created), units, and an optional description.

Note that Variable attributes are stored as a per-Variable Dict(name => value), these definitions are only used to provide defaults, check types, and provide descriptive metadata.

ParseFromString should usually be Nothing: a value of Type T is then required when calling set_attribute!. If ParseFromString is true, then set_attribute! will accept an AbstractString and call Base.parse(T, strvalue) to convert to T. This allows eg an enum-valued Attribute to be defined by Attribute{EnumType, true} and implementing parse(EnumType, rawvalue::AbstractString)

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PALEOboxes.StandardAttributes — Constant
StandardAttributes

List of standard Variable attributes.

Some of these follow netCDF COARDS/CF conventions:

COARDS:https://ferret.pmel.noaa.gov/Ferret/documentation/coards-netcdf-conventions

CF conventions: https://cfconventions.org/cf-conventions/cf-conventions.html#_description_of_the_data

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32×5 DataFrame
+ name                       default_value  required  units      description
+ Symbol                     Any            Bool      String     String
+─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
+ data_dims                  ()                 true             Tuple of variable data dimension names, or empty for a scalar
+ description                                   true             human-readable description
+ field_data                 UndefinedData      true             AbstractData type Variable contains
+ initial_delta              0.0                true  per mil    initial value for isotope variable to be applied eg to state or constant variable
+ initial_value              0.0                true             initial value to be applied eg to state or constant variable
+ is_constant                false              true             true if variable is not changed after initialisation
+ norm_value                 1.0                true             normalisation value to be passed through to solver and optionally provided as model variable
+ space                      CellSpace          true             function space Variable is defined on
+ units                                         true             where possible should follow netcdf conventions
+ vfunction                  VF_Undefined       true             host function (to label state variables etc)
+ advect                     false             false             true to apply advective transport to this tracer
+ advect_zmin                0.0               false  m          minimum height for transport
+ charge                     missing           false             species charge
+ check_length               true              false             true to check length matches length of linked VariableDomain
+ deposition_velocity        missing           false  cm s-1     surface deposition velocity for atmospheric tracer
+ diffusivity                missing           false  cm^2/s     species diffusivity
+ diffusivity_speciesname                      false             species name to define diffusivity and charge
+ gamma                      missing           false             bioirrigation scaling factor for sediment solute
+ initialize_to_zero         false             false             request initialize to zero at start of each timestep.
+ long_name                                    false             netcdf long descriptive name
+ mesh                       default           false             grid mesh on which Variable is defined (empty for Domain spatial scalar)
+ operatorID                 Int64[]           false             Reaction operatorIDs that modify this Variable
+ rainout                    missing           false             normalized rainout rate for atmospheric tracer
+ rate_processname                             false             process name for this reaction rate variable
+ rate_species               String[]          false             Vector of reactant and product species for this reaction rate variable
+ rate_stoichiometry         Float64[]         false             Vector of reactant and product stoichiometries for this reaction rate variable
+ safe_name                                    false             optional short or escaped name for compatibility with other software
+ specific_light_extinction  0.0               false  m^2 mol-1  wavelength-independent specific extinction in water column
+ standard_name                                false             netcdf CF conventions standard name
+ totalnames                 String[]          false             Vector of total Variable names for this species
+ vertical_movement          0.0               false  m d-1      vertical advective transport (+ve upwards) in column
+ vphase                     VP_Undefined      false             phase for concentrations in multiphase cells
PALEOboxes.VariableFunction — Type
@enum VariableFunction

Allowed values of :vfunction Variable Attribute, defining the Variable function to the host ODE or DAE solver.

Explicit ODE problems with dS/dt = F(S) consist of pairs of S::VFStateExplicit, F::VFDeriv Variables.

An implicit ODE problem with dU/dt = F(U) where Total variables U are functions U(S) of State variables S will consist of pairs of U::VFTotal and F::VFDeriv Variables, and also the same number of S::VF_StateTotal (in no particular order).

Algebraic constraints C(S) = 0 include variables C::VFConstraint and the same number of S::VFState, with no corresponding VF_Deriv.

Not all solvers support all combinations.

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TODO standard Variable names.

Use NetCDF CF standard names https://cfconventions.org/Data/cf-standard-names/76/build/cf-standard-name-table.html ?

Fields

Field, data and function space are defined by Variable Attributes in combination with an AbstractMesh

Examples:

PALEOboxes.Field — Type
Field{D <: AbstractData, S <: AbstractSpace, V, N, M}

A Field of values::V of data type D defined on function space S over mesh::M and (optionally) with N data_dims::NTuple{N, NamedDimensions}.

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Spaces

PALEOboxes.CellSpace — Type
CellSpace <: AbstractSpace

A per-cell quantity. Use as Variable attribute :space to create a Variable with data array dimensions from Grid cells.

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PALEOboxes.ColumnSpace — Type
ColumnSpace <: AbstractSpace

A per-column quantity. Use as Variable attribute :space to create a Variable with data array dimensions from Grid columns.

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Data types

PALEOboxes.AbstractData — Type
AbstractData

Defines a Data type that can be composed with an AbstractSpace to form a Field

Concrete subtypes should implement:

allocate_values, check_values, zero_values!, dof_values, get_values_output

If the subtype needs to provide values for a numerical solver (eg as a state variable), it also needs to implement:

init_values!, copyfieldto!, copytofield!, add_field!, add_field_vec!

If the subtype has a representation as components, it should implement: num_components, get_components

If the subtype needs to provide a thread-safe atomic addition operation eg to provide scalar accumulator variables for Domain totals with a tiled model, it should implement atomic_add! for the field data_type.

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PALEOboxes.UndefinedData — Type
UndefinedData <: AbstractData

Undefined data type (no methods implemented). Used to indicate that a Variable can link to any data type.

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PALEOboxes.ArrayScalarData — Type
ArrayScalarData <: AbstractData

An Array of Field scalars (eg a intensity on a wavelength grid).

NB: only implements minimal methods sufficient to allow use as a model internal variable, not as a state variable.

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PALEOboxes.allocate_values — Function
allocate_values(
+    field_data::Type{<:AbstractData}, data_dims::Tuple{Vararg{NamedDimension}}, data_type, space::Type{<:AbstractSpace}, spatial_size::Tuple;
+    allocatenans::Bool,
+) -> values

allocate Field.values (eg an Array) for field_data with dimensions defined by spatial_size and data_dims

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PALEOboxes.check_values — Function
check_values(
+    existing_values, 
+    field_data::Type{<:AbstractData},
+    data_dims::Tuple{Vararg{NamedDimension}}, 
+    data_type, 
+    space::Type{<:AbstractSpace}, 
+    spatial_size::Tuple{Integer, Vararg{Integer}}
+)

Check existing_values is of suitable type, size etc for use as Field.values, throw exception if not.

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PALEOboxes.zero_values! — Function
zero_values!(values, field_data::Type{<:AbstractData}, data_dims::Tuple{Vararg{NamedDimension}}, space::Type{<:AbstractSpace}, cellrange)

Set values over spatial region cellrange to zero at start of main loop

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PALEOboxes.dof_values — Function
dof_values(
+    field_data::Type{<:AbstractData}, 
+    data_dims::Tuple{Vararg{NamedDimension}}, 
+    space::Type{<:AbstractSpace}, 
+    mesh, 
+    cellrange
+) -> dof::Int

Return degrees-of-freedom for field_data over spatial region cellrange.

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PALEOboxes.get_values_output — Function

Optional: sanitize values for storing as model output. Default implementation is usually OK - only implement for custom types that should be converted to standard types for storage

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sanitized version of values, suitable for storing as output

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PALEOboxes.init_values! — Function
init_values!(
+    values, field_data::Type{<:AbstractData}, data_dims::Tuple{Vararg{NamedDimension}}, space::Type{<:AbstractSpace},
+    init_value::Symbol, attribv::VariableBase, convertfn, convertvalues, cellrange, info::NTuple{3, String}
+)

Initialize values at model start to init_value over region cellrange using information from Variable attribv attributes, scaled by convertfn and convertvalues.

Optional: only required if this field_data type is used for a model (state) Variable that requires initialisation.

Arguments:

  • values: data to be zeroed
  • init_value::Symbol: one of :initialvalue, :normvalue, requesting type of initial value required
  • attribv::VariableBase: Variable with attributes to use for initialisation
  • convertfn::Function: apply multiplier convertfn(convertvalues, i) to initialisation value for cell i. Typically this is used to convert units eg concentration to mol.
  • convertvalues: parameters (if any) required by convertfn, eg a volume measure.
  • cellrange: range of cells to initialise
  • info::::NTuple{3, String}: Tuple (varinfo, convertinfo, trsfrinfo) of identifier strings to use for log messages
source
PALEOboxes.copyfieldto! — Function
copyfieldto!(
+    dest,
+    doff, 
+    values, 
+    field_data::Type{<:AbstractData}, 
+    data_dims::Tuple{Vararg{NamedDimension}}, 
+    space::Type{<:AbstractSpace}, 
+    cellrange
+) -> num_copied::Int

Copy Field.values values from spatial region defined by cellrange, to dest Array starting at index doff.

Number of values over whole Domain should equal degrees-of-freedom returned by dof_values

Required if this field_data type needs to provide values for a numerical solver.

source
PALEOboxes.copytofield! — Function
copytofield!(
+    values,
+    field_data::Type{<:AbstractData},
+    data_dims::Tuple{Vararg{NamedDimension}},
+    space::Type{<:AbstractSpace},
+    cellrange, 
+    src, 
+    soff
+) -> num_copied::Int

Copy from src Array starting at index soff to Field.values values for spatial region defined by cellrange.

Number of values over whole Domain should equal degrees-of-freedom returned by dof_values

Required if this field_data type needs to provide values for a numerical solver.

source
PALEOboxes.add_field_vec! — Function
add_field_vec!(
+    dest, 
+    field_data::Type{<:AbstractData}, 
+    data_dims::Tuple{Vararg{NamedDimension}}, 
+    space::Type{<:AbstractSpace}, 
+    a, 
+    cellrange,
+    src, 
+    soff
+) -> num_added::Int

Implement dest += a*src where dest is a Field.values, src is an Array, a is a number, over region defined by cellrange, starting at index soff in src.

Returns number of elements of src used.

See copytofield!, copyfieldto! for the relationship between Array src and Field values dest.

source
PALEOboxes.num_components — Method
num_components(field_data::Type{<:AbstractData}) -> Int

get number of components (optional - implement if field_data has a representation as components)

source
PALEOboxes.get_components — Function
get_components(values, field_data::Type{<:AbstractData}) -> Vector

Convert Field values to a Vector of components (optional - implement if field_data has a representation as components)

source

Isotopes

PALEOboxes.AbstractIsotopeScalar — Type
AbstractIsotopeScalar <: AbstractData

An IsotopeScalar represents a quantity or flux with isotopic composition. Can be added, subtracted, multiplied by a scalar, and decomposed into components with the same (bulk) transport properties.

Implementation

Each IsotopeScalar should be added to IsotopeTypes, and implement:

  • get_total(is::IsotopeScalar) -> total
  • arithmetic operations +/- (ie IsotopeScalars can be added and subtracted) and *number, /number (IsotopeScalars can be scaled by a real number).
  • methods of the AbstractData interface

and optional isotope-specific functions, eg for a single isotope:

  • isotope_totaldelta(::Type{<: IsotopeScalar}, total, delta) -> IsotopeScalar()
  • get_delta(is::IsotopeScalar) -> delta
source
PALEOboxes.IsotopeLinear — Type
IsotopeLinear <: AbstractIsotopeScalar

Linearized representation of isotopic composition, where moldelta = total * delta.

source
PALEOboxes.isotope_totaldelta — Function
isotope_totaldelta(::Type{IsotopeLinear}, total, delta) -> IsotopeLinear

Create an IsotopeLinear from total and delta

Examples:

julia> a = PB.isotope_totaldelta(PB.IsotopeLinear, 10.0, -2.0)
+(v=10.0, v_moldelta=-20.0, ‰=-2.0)
+
+julia> b = a*2
+(v=20.0, v_moldelta=-40.0, ‰=-2.0)
+
+julia> c = a + b
+(v=30.0, v_moldelta=-60.0, ‰=-2.0)
+
+julia> PB.get_total(c)
+30.0
+
+julia> PB.get_delta(c)
+-2.0
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diff --git a/v0.21.39/Reaction API/index.html b/v0.21.39/Reaction API/index.html new file mode 100644 index 00000000..6450865d --- /dev/null +++ b/v0.21.39/Reaction API/index.html @@ -0,0 +1,133 @@ + +Reaction API · PALEOboxes Documentation
GitHub

Reaction API

API calls used by AbstractReaction implementations.

Implementations should create a subclass of AbstractReaction containing a ReactionBase and Parameters, optionally provide a create_reaction, and implement callbacks to define VariableReactions and register ReactionMethods.

Reaction struct

PALEOboxes.AbstractReaction — Type
AbstractReaction

Abstract base Type for Reactions.

Implementation

Derived types should include a field base::ReactionBase, and usually a ParametersTuple, eg

Base.@kwdef mutable struct ReactionHello{P} <: PB.AbstractReaction
+    base::PB.ReactionBase
+
+    pars::P = PB.ParametersTuple(
+        PB.ParDouble("my_par", 42.0, units="yr", 
+            description="an example of a Float64-valued scalar parameter called 'my_par'"),
+    )
+
+    some_additional_field::Float64   # additional fields to eg cache data read from disk etc
+end

Derived types should implement register_methods!, and may optionally implement create_reaction, set_model_geometry, check_configuration, register_dynamic_methods!.

Methods should be registered using add_method_setup!, add_method_initialize!, add_method_do!.

Any parameters not included in pars should be added explicitly with add_par (this is rarely needed).

source

Parameters

PALEOboxes.Parameter — Type
Parameter{T, ParseFromString}

A reaction parameter of type T.

Create using short names ParDouble, ParInt, ParBool, ParString.

Read value as <par>[], set with setvalue!.

Parameters with external=true may be set from the Model-level Parameters list, if name is present in that list.

ParseFromString should usually be Nothing: a value of Type T is then required when calling setvalue!. If ParseFromString is not Nothing, then setvalue! will accept an AbstractString and call Base.parse(ParseFromString, strvalue). This allows eg an enum-valued Parameter to be defined by Parameter{EnumType, EnumType} and implementing parse(EnumType, rawvalue::AbstractString)

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PALEOboxes.VecParameter — Type
VecParameter{T, ParseFromString}

A reaction parameter of type Vector{T}.

Create using short names ParDoubleVec, ParStringVec.

Read values as <par>[i], access raw Vector{T} as <par>.v.

Set with setvalue!, in config file use standard yaml syntax for a vector eg [1, 2, 3]

See Parameter for additional documentation.

Implementation

Implements part of the AbstractVector interface, sufficient to access elements as <par>[i], and to support iteration eg for v in <par>; ...; end.

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PALEOboxes.VecVecParameter — Type
VecVecParameter{T, ParseFromString}

A reaction parameter of type Vector{Vector{T}}.

Create using short names ParDoubleVecVec.

Read values as <par>.v::Vector{Vector{T}}.

Set using standard yaml syntax for a vector of vectors eg [[1, 2, 3], [4, 5, 6]]

See Parameter for additional documentation.

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PALEOboxes.ParametersTuple — Function
ParametersTuple(parameters::AbstractParameter...) -> NamedTuple
+ParametersTuple(parameters) -> NamedTuple

Create a NamedTuple of Parameters.

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PALEOboxes.add_par — Function
add_par(reaction::AbstractReaction, par::AbstractParameter)
+add_par(reaction::AbstractReaction, objectwithpars)

Add a single parameter or parameters from fields of objectwithpars to a new Reaction.

Not usually needed: Parameters in pars::ParametersTuplewill be added automatically, only needed if there are additional Parameters that are not members ofpars`.

source
PALEOboxes.setvalue! — Function
setvalue!(par::Parameter, value)

Set Parameter to value.

Optionally (if Parameter has Type parameter ParseFromString != Nothing) parse value from a String.

source

Registering Reactions with the PALEOboxes framework

All subtypes of AbstractReaction that are present in loaded modules are available to the PALEO framework. Available Reactions can be listed with find_reaction and find_all_reactions. The default create_reaction is called to create Reactions when the model is created (this method can be overridden if needed).

PALEOboxes.create_reaction — Method
create_reaction(ReactionType::Type{<:AbstractReaction}, base::ReactionBase) -> reaction::AbstractReaction

Default method to create a ReactionType and set base field.

A reaction implementation may optionally implement a custom method eg to set additional fields

source
PALEOboxes.find_reaction — Function
find_reaction(class::AbstractString) -> ReactionType

Look up "class" in list of Reactions available in currently loaded modules (using find_all_reactions), and return fully-qualified Reaction Type (including module prefixes).

source
PALEOboxes.find_all_reactions — Function
find_all_reactions() -> Dict{String, Type}

Use InteractiveUtils.subtypes(AbstractReaction) to find all currently loaded subtypes off AbstractReaction, and create a Dict with last part of the name of the Type as key (ie without the module prefix) and Type as value.

Any Types that generate non-unique keys (eg Module1.MyReactionType and Module2.MyReactionType) will generate a warning, and no entry will be added to the Dict (so if this Reaction is present in a config file, it will not be found and will error).

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Defining Domain Grids and array sizes

PALEOboxes.set_data_dimension! — Function
set_data_dimension!(domain::Domain, dim::NamedDimension; allow_exists=false)

Define a Domain data dimension as a NamedDimension

Variables may then specify data dimensions as a list of names using the :data_dims Variable Attribute.

source

Creating and registering Reaction methods

All Reactions should implement register_methods!, and may optionally implement register_dynamic_methods!.

These methods should then define one or more ReactionMethods, which requires:

In addition it is possible to add Predefined ReactionMethods for some common operations (Variable initialisation, calculating totals, etc).

Defining VariableReactions

PALEOboxes.VariableReaction — Type
VariableReaction(VT, localname => link_namestr, units, description; attributes=Tuple()) -> VariableReaction{VT}
+VariableReaction(VT, linklocal_namestr, units, description; attributes=Tuple()) -> VariableReaction{VT}    
+
+VarProp, VarPropScalar, VarPropStateIndep, VarPropScalarStateIndep -> VariableReaction{VT_ReactProperty}
+VarDep, VarDepColumn, VarDepScalar, VarDepStateIndep, VarDepColumnStateIndep, VarDepScalarStateIndep -> VariableReaction{VT_ReactDependency}
+VarTarget, VarTargetScalar -> VariableReaction{VT_ReactTarget}
+VarContrib, VarContribColumn, VarContribScalar -> VariableReaction{VT_ReactContributor}
+VarStateExplicit, VarStateExplicitScalar -> VariableReaction{VT_ReactDependency}
+VarDeriv, VarDerivScalar -> VariableReaction{VT_ReactContributor}
+VarState, VarStateScalar -> VariableReaction{VT_ReactDependency}
+VarConstraint, VarConstraintScalar -> VariableReaction{VT_ReactDependency}
+
+[deprecated] VariableReaction(VT, localname, units, description; link_namestr, attributes=Tuple()) -> VariableReaction{VT}

Reaction view on a model variable.

Reactions define AbstractVarLists of VariableReactions when creating a ReactionMethod. Within a ReactionMethod, a VariableReaction is referred to by localname. When the model is initialised, VariableDomain variables are created that link together VariableReactions with the same link_namestr, and data Arrays are allocated. views on the VariableDomain data Arrays are then passed to the ReactionMethod function at each timestep.

Subtypes

The Type parameter VT is one of VT_ReactProperty, VT_ReactDependency, VT_ReactContributor, VT_ReactTarget, where short names are defined for convenience:

const VarPropT        = VariableReaction{VT_ReactProperty}
+const VarDepT         = VariableReaction{VT_ReactDependency}
+const VarTargetT      = VariableReaction{VT_ReactTarget}
+const VarContribT     = VariableReaction{VT_ReactContributor}

There are two pairings of VariableReactions with VariableDomains:

  • Reaction Property and Dependency Variables, linked to a VariableDomPropDep. These are used to represent a quantity calculated in one Reaction that is then used by other Reactions.
  • Reaction Target and Contributor Variables, linked to a VariableDomContribTarget. These are used to represent a flux-like quantity, with one Reaction definining the Target and multiple Reactions adding contributions.

Variable Attributes and constructor convenience functions

Variable attributes are used to define Variable :space AbstractSpace (scalar, per-cell, etc) and data content :field_data AbstractData, and to label state Variables for use by numerical solvers.

VariableReaction is usually not called directly, instead convenience functions are defined that provide commonly-used combinations of VT and attributes:

short nameVTattributes
:space:field_data:vfunction:initialize_to_zero:datatype:is_constant
VarPropVT_ReactPropertyCellSpaceScalarDataVF_Undefined--false
VarPropScalarVT_ReactPropertyScalarSpaceScalarDataVF_Undefined--false
VarPropStateIndepVT_ReactPropertyCellSpaceScalarDataVF_Undefined-Float64true
VarPropScalarStateIndepVT_ReactPropertyScalarSpaceScalarDataVF_Undefined-Float64true
VarDepVT_ReactDependencyCellSpaceUndefinedDataVF_Undefined--false
VarDepColumnVT_ReactDependencyColumnSpaceUndefinedDataVF_Undefined--false
VarDepScalarVT_ReactDependencyScalarSpaceUndefinedDataVF_Undefined--false
VarDepStateIndepVT_ReactDependencyCellSpaceUndefinedDataVF_Undefined-Float64true
VarDepColumnStateIndepVT_ReactDependencyColumnSpaceUndefinedDataVF_Undefined-Float64true
VarDepScalarStateIndepVT_ReactDependencyScalarSpaceUndefinedDataVF_Undefined-Float64true
VarTargetVT_ReactTargetCellSpaceScalarDataVF_Undefinedtrue-false
VarTargetScalarVT_ReactTargetScalarSpaceScalarDataVF_Undefinedtrue-false
VarContribVT_ReactContributorCellSpaceUndefinedDataVF_Undefined--false
VarContribColumnVT_ReactContributorColumnSpaceUndefinedDataVF_Undefined--false
VarContribScalarVT_ReactContributorScalarSpaceUndefinedDataVF_Undefined--false
VarStateExplicitVT_ReactDependencyCellSpaceScalarDataVF_StateExplicit--false
VarStateExplicitScalarVT_ReactDependencyScalarSpaceScalarDataVF_StateExplicit--false
VarDerivVT_ReactContributorCellSpaceScalarDataVF_Derivtrue-false
VarDerivScalarVT_ReactContributorScalarSpaceScalarDataVF_Derivtrue-false
VarStateVT_ReactDependencyCellSpaceScalarDataVF_State--false
VarStateScalarVT_ReactDependencyScalarSpaceScalarDataVF_State--false
VarConstraintVT_ReactContributorCellSpaceScalarDataVF_Constrainttrue-false
VarConstraintScalarVT_ReactContributorScalarSpaceScalarDataVF_Constrainttrue-false

This illustrates some general principles for the use of attributes:

  • All Variables must define the :space VariableAttribute (a subtype of AbstractSpace) to specify whether they are Domain scalars, per-cell quantities, etc. This is used to define array dimensions, and to check that dimensions match when variables are linked.
  • The :field_data attribute (a subtype of AbstractData) specifies the quantity that Property and Target Variables represent. This defaults to ScalarData to represent a scalar value. To eg represent a single isotope the :field_data attribute should be set to IsotopeLinear. Dependency and Contributor Variables with :field_data = UndefinedData then acquire this value when they are linked, or may specify :field_data to constrain allowed links.
  • The :initialize_to_zero attribute is set for Target variables, this is than used (by the ReactionMethod created by add_method_initialize_zero_vars_default!) to identify variables that should be initialised to zero at the start of each timestep.
  • The :vfunction attribute is used to label state Variables and corresponding time derivatives, for access by a numerical solver.
    • An ODE-like combination of a state variable and time derivative are defined by a paired VarStateExplicit and VarDeriv. Note that that these are just VarDep and VarContrib with the :vfunction attribute set, and that there is no VarProp and VarTarget defined in the model (these are effectively provided by the numerical solver). The pairing is defined by the naming convention of varname and varname_sms.
    • An algebraic constraint (for a DAE) is defined by a VarState and VarConstraint. Note that that these are just VarDep and VarContrib with the :vfunction attribute set, and that there is no VarProp and VarTarget defined in the model (these are effectively provided by the numerical solver). These variables are not paired.
    • The :initializetozero attribute is also set for Contributor variables VarDeriv and VarConstraint (as there is no corresponding Target variable in the model).
    • The :field_data attribute should be set on labelled state etc Variables (as there are no corresponding Property or Target variables in the model to define this).
  • The :is_constant attribute is used to identify constant Property Variables (not modified after initialisation). A Dependency Variable with :is_constant = true can only link to a constant Property Variable.
  • The :datatype attribute is used both to provide a concrete datatype for constant Variables, and to exclude a non-constant Variable from automatic differentiation (TODO document that usage).

Additional attributes can be specified to provide model-specific information, with defaults defined in the Reaction .jl code that can often then be overridden in the .yaml configuration file, see StandardAttributes. Examples include:

  • :initial_value, :norm_value, :initial_delta for state variables or constant variables. NB: the Reaction creating these variables is responsible for implementing a setup method to read the attributes and set the variable data array appropriately at model initialisation.
  • An :advect attribute is used to label tracer variables to indicate that they should have advective transport applied by a transport Reaction included in the model.

NB: after Variables are linked to Domain Variables, the attributes used are those from the master Variable (either a Property or Target variable, or a labelled state variable Dependency or Contributor with no corresponding Property or Target). Additional attributes must therefore be set on this master Variable.

Specifying links

localname identifies the VariableReaction within the Reaction, and can be used to set variable_attributes: and variable_links: in the .yaml configuration file.

linkreq_domain.linkreq_subdomain.linkreq_name defines the Domain, Subdomain and name for run-time linking to VariableDomain variables.

Arguments

  • VT::VariableType: one of VT_ReactProperty, VT_ReactDependency, VT_ReactContributor, VT_ReactTarget
  • localname::AbstractString: Reaction-local Variable name
  • link_namestr::AbstractString: <linkreq_domain>.[linkreq_subdomain.]linkreq_name. Parsed by parse_variablereaction_namestr to define the requested linking to Domain Variable.
  • linklocal_namestr::AbstractString: <linkreq_domain>.[linkreq_subdomain.]localname. Convenience form to define both localname and requested linking to Domain Variable, for the common case where linkreq_name == localname.
  • units::AbstractString: units ("" if not applicable)
  • description::AbstractString: text describing the variable

Keywords

source
PALEOboxes.parse_variablereaction_namestr — Function
parse_variablereaction_namestr(linkstr) 
+    -> (linkreq_domain, linkreq_subdomain, linkreq_name, link_optional)

Parse a linkstr into component parts.

linkstr is of format: [(][<linkreq_domain>.][<linkreq_subdomain>.]<linkreq_name>[)]

  • Optional brackets ( ... ) set link_optional=true
  • linkreq_name may contain %reaction% which will later be substituted with <Reaction name>/

Examples:

julia> PALEOboxes.parse_variablereaction_namestr("foo")  # Common case eg for a property that should be public
+("", "", "foo", false)
+
+julia> PALEOboxes.parse_variablereaction_namestr("%reaction%foo")  # Reaction-private by default
+("", "", "%reaction%foo", false)
+
+julia> PALEOboxes.parse_variablereaction_namestr("ocean.foo")  # Request link to variable of same name in ocean Domain
+("ocean", "", "foo", false)
+
+julia> PALEOboxes.parse_variablereaction_namestr("(ocean.oceansurface.goo)") # Full syntax
+("ocean", "oceansurface", "goo", true)
source

Defining collections of VariableReactions

PALEOboxes.AbstractVarList — Type
AbstractVarList

Variables required by a ReactionMethod methodfn are specified by a Tuple of VarList_xxx <: AbstractVarList, each containing a collection of VariableReaction.

These are then converted (by the create_accessors method) to a corresponding Tuple of collections of views on Domain data arrays , which are then be passed to the ReactionMethod methodfn.

NB: creates and uses a copy of supplied Variables including metadata, so set / modify Variable attributes before creating a VarList.

Implementation

Subtypes of AbstractVarList should implement:

  • a constructor that takes a collection of VariableReactions
  • create_accessors, returning the views on Domain data arrays in a subtype-specific collection.
  • get_variables, returning the collection of VariableReactions (as a flat list).
source
PALEOboxes.VarList_single — Type
VarList_single(var; components=false) -> VarList_single

Create a VarList_single describing a single VariableReaction, create_accessors will then return a single accessor.

source
PALEOboxes.VarList_namedtuple — Type
VarList_namedtuple(varcollection; components=false) -> VarList_namedtuple

Create a VarList_namedtuple describing a collection of VariableReactions, create_accessors will then return a NamedTuple with field names = VariableReaction.localname and field values = corresponding data arrays.

If components = true, each NamedTuple field will be a Vector of data array components.

source
PALEOboxes.VarList_tuple — Type
VarList_tuple(varcollection; components=false) -> VarList_tuple

Create a VarList_tuple describing a collection of VariableReactions, create_accessors will then return a Tuple of data arrays.

An entry of nothing in varcollection will produce nothing in the corresponding entry in the Tuple of arrays supplied to the Reaction method.

If components = true, each Tuple field will be a Vector of data array components.

source
PALEOboxes.VarList_ttuple — Type
VarList_ttuple(varcollection) -> VarList_ttuple

Create a VarList_ttuple describing a collection of collections of VariableReactions, create_accessors will then return a Tuple of Tuples of data arrays.

source
PALEOboxes.VarList_vector — Type
VarList_vector(varcollection; components=false, forceview=false) -> VarList_vector

Create a VarList_vector describing a collection of VariableReactions, create_accessors will then return a Vector of data arrays.

If components = true, each Vector element will be a Vector of data array components.

If forceview = true, each accessor will be a 1-D view to help type stability, even if this is redundant (ie no view required, v::Vector -> view(v, 1:length(v)))

source
PALEOboxes.VarList_vvector — Type
VarList_vvector(Vector{Vector{VariableReaction}}::vars; components=false) -> VarList_vvector

Create a VarList_vvector describing a Vector of Vectors of VariableReactions, create_accessors will then return a Vector of Vectors of data arrays.

If components = true, each Vector of Vectors element will be a Vector of data array components.

source
PALEOboxes.VarList_nothing — Type
VarList_nothing() -> VarList_nothing

Create a placeholder for a missing/unavailable VariableReaction. create_accessors will then return nothing.

source

Implementing method functions

Reaction method functions should iterate over the cells in the Domain supplied by cellrange argument and calculate appropriate biogeochemical fluxes etc (which may include the model time derivative and any intermediate or diagnostic output).

Iterating over cells

The simplest case is a method function that iterates over individual cells, with skeleton form:

function do_something_cellwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)
+
+    @inbounds for i in cellrange.indices
+        vars.A[i]  = something*vars.B[i]*vars.C[i]  # in general A is some function of B, C, etc
+        # etc
+    end
+
+    return nothing
+end

Iterating over cells in columns

If necessary (eg to calculate vertical transport), provided the model grid and cellrange allow, it is possible to iterate over columns and then cells within columns (in order from top to bottom):

function do_something_columnwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)
+
+    @inbounds for (icol, colindices) in cellrange.columns
+        accum = zero(vars.A[first(colindices)]) # accumulator of appropriate type
+        for i in colindices  # order is top to bottom
+            accum += vars.A[i]
+            vars.C[i] = accum  # C = sum of A in cells above                 
+            # etc
+        end
+
+        vars.floor_C[icol] = vars.C[last(colindices)] # assumes model has a floor domain with one floor cell per column in the interior domain
+    end
+
+    return nothing
+end

Iteration from bottom to top within a column can be implemented using Iterators.reverse, eg

function do_something_columnwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)
+    @inbounds for (icol, colindices) in cellrange.columns
+        colreverse = Iterators.reverse(colindices)
+        for i in colreverse  # order is bottom to top
+            # etc
+        end
+    end
+
+    return nothing
+end
Note

The method function shouldn't make any assumptions about colindices other than that it is a list of indices ordered from top to bottom in a column. Depending on the grid in use, the indices may not be contiguous, and may not be integers.

Note

The example above made the additional assumption that a floor domain had been defined (containing Variable floor_C) with one floor cell per column. This is determined by the model configuration, and is not true in general.

In rare cases where it is necessary to operate on a Vector representing a quantity for the whole column (rather than just iterate through it), this can be implemented using view, eg

function do_something_columnwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)
+    @inbounds for (icol, colindices) in cellrange.columns
+        A_col = view(vars.A, colindices)  # A_col is an AbstractVector with contiguous indices 1:length(colindices)
+        B_col = view(vars.B, colindices)  # B_col is an AbstractVector with contiguous indices 1:length(colindices)
+        
+        # do something that needs a vector of cells for a whole column
+    end
+
+    return nothing
+end

Writing automatic-differentiation-compatible code

Stiff systems of equations (with a wide range of timescales) will require a solver that uses Jacobian information (either calculated numerically or by automatic differentiation).

To be numerically efficient, this means that the Jacobian needs to exist mathematically, so any reaction rates should change continuously. Any discontinuous steps (eg a rate that suddenly increases to a finite value at a threshold) should be smoothed out, eg using the smoothstepcubic function or ideally by reformulating the physical model in such a way that discontinuities are avoided.

For large models, a sparse Jacobian may be required, where the sparsity pattern is generated by tracing the code with the model variables set eg to their initial values. Conditional logic (if-then-else blocks or elseif) may then cause this tracing to fail (omit some terms from the Jacobian) if the conditional branch taken sets some rates to zero losing dependency information. Workaround is to use zero_ad to generate a zero value that retains variable dependency information. NB: the max and min Julia functions are safe to use with sparsity tracing.

It is sometimes desirable to omit terms from the Jacobian, eg an insignificantly small term that would greatly reduce the Jacobian sparsity. This can be accomplished by using the value_ad function to drop automatic-differentiation information and retain only the value.

PALEOboxes.smoothstepcubic — Function
smoothstepcubic(x, xedge, xwidth) -> y

Smoothed step function over width xwidth at location xedge.

Provides a way of smoothing a discontinuous step function so that the derivative exists, to help numerical solution methods that require a Jacobian (eg stiff ODE solvers).

Uses a cubic function in range xedge +/- xwidth/2, so first derivative is continuous, higher derivatives are not.

Uses zero_ad to retain AD dependency information for tracing Jacobian sparsity pattern.

Returns:

  • 0.0 for x < (xedge - xwidth/2)
  • 1.0 for x > (xedge + xwidth/2)
  • a smoothed step for xedge-xwidth/2 < x < xedge+xwidth/2
source
PALEOboxes.zero_ad — Function
zero_ad(x...) -> 0.0*x

Provide a zero of type of x (or type of x1*x2*... if given multiple arguments), retaining AD dependency information.

Workaround to enable use of conditional logic whilst retaining dependency information for tracing Jacobian sparsity pattern.

source
PALEOboxes.value_ad — Function
value_ad(x::ADT) -> x

Get scalar value from variable x (discarding any AD derivatives).

This can be used to exclude x from automatic differentation and hence a Jacobian calculation, eg where x is a small contribution but would make the Jacobian much denser.

Model code should implement this for any AD types used, eg

value_ad(x::SparsityTracing.ADval) = SparsityTracing.value(x)
+value_ad(x::ForwardDiff.Dual) = ForwardDiff.value(x)
source

Writing thread-safe code

Reactions that accumulate per-cell quantities into a scalar variable (eg to calculate Domain totals) and are intended for use in large models that use a multithreaded solver with tiled Domains should use atomic_add!:

PALEOboxes.atomic_add! — Function
atomic_add!(values::AbstractArray, v)

Add v to values[] using Thread-safe atomic operation.

This is a generic fallback for ScalarData containing values of any data_type.

source

Optimising loops over cells using explicit SIMD instructions

Reactions with simple loops over cellindices that implement time-consuming per-cell calculations may be optimised by using explicit SIMD instructions.

PALEOboxes.SIMDutils.SIMDIter — Type
SIMDIter(baseiter, Val{N})
+SIMDIter(baseiter, ::Type{SIMD.Vec{N, U}})
+SIMDIter(baseiter, ::Val{1}) # scalar fallback
+SIMDIter(baseiter, ::Type{U}) where {U <: Real} # scalar fallback

Iterator that takes up to N SIMD elements at a time from baseiter (which should represent indices into a Vector). See Julia package SIMD.jl

If baseiter contained 1 or more but less then N elements, then indices is filled with repeats of the last available element.

Returns Tuple of indices (length N).

Examples

v_a = [1.0, 2.0, 3.0, 4.0, 5.0]
+v_b = similar(v_a)
+
+iter = eachindex(v_a) # iter should represent indices into a Vector
+
+# simplest version - Float64 x 4, ie type of v_a x 4
+
+for i in SIMDIter(iter, Val(4))
+    x = v_a[i]  # x is a packed SIMD vector
+    v_b[i] = x
+end
+
+
+# with type conversion - Float32 x 8, ie explicitly change Type of SIMD vector
+
+ST = SIMD.Vec{8, Float32}}    
+for i in SIMDIter(iter, ST)
+    #   v = vec[i]  <--> vgatherind(ST, vec, i)
+    #   vec[i] = v  <--> vscatterind!(v, vec, i)
+    #   vec[i] += v <--> vaddind!(v, vec, i) 
+
+    x = vgatherind(ST, v_a, i)  # x is a packed SIMD vector with type conversion to Float32
+    vscatterind!(x, v_b, i)
+end
source

Adding ReactionMethods

PALEOboxes.ReactionMethod — Type
ReactionMethod(
+    methodfn::Function,
+    reaction::AbstractReaction,
+    name::String,
+    varlists::Tuple{Vararg{AbstractVarList}},
+    p, 
+    operatorID::Vector{Int64}, 
+    domain::AbstractDomain; 
+    preparefn = (m, vardata) -> vardata
+) -> m::ReactionMethod

Defines a callback function methodfn with Variables varlists, to be called from the Model framework either during setup or as part of the main loop.

Fields

  • methodfn: callback from Model framework

  • reaction: the Reaction that created this ReactionMethod

  • name: a descriptive name, eg generated from the name of methodfn

  • varlists: Tuple of VarLists, each representing a list of VariableReactions. Corresponding Variable accessors vardata (views on Arrays) will be provided to the methodfn callback. NB: not concretely typed to reduce compile time, as not performance-critical

  • p: optional context field (of arbitrary type) to store data needed by methodfn.

  • operatorID

  • domain

  • preparefn: preparefn(m::ReactionMethod, vardata::Tuple) -> modified_vardata::Tuple optionally modify vardata to eg add buffers. NB: not concretely typed as not performance-critical

methodfn

The methodfn callback is:

methodfn(m::ReactionMethod, pars, vardata::Tuple, cellrange::AbstractCellRange, modelctxt)

or (if Parameters are not required):

methodfn(m::ReactionMethod, vardata::Tuple, cellrange::AbstractCellRange, modelctxt)

With arguments:

  • m::ReactionMethod: context is available as m.reaction::AbstractReaction (the Reaction that defined the ReactionMethod), and m.p (an arbitrary extra context field supplied when ReactionMethod created).
  • pars: a struct with Parameters as fields (current just the ParametersTuple defined as reaction.pars)
  • vardata: A Tuple of collections of views on Domain data arrays corresponding to VariableReactions defined by varlists
  • cellrange::AbstractCellRange: range of cells to calculate.
  • modelctxt:
    • for a setup method, :setup, :initial_value or :norm_value defining the type of setup requested
    • for a main loop method deltat providing timestep information eg for rate throttling.

preparefn

An optional preparefn callback can be supplied eg to allocate buffers that require knowledge of the data types of vardata or to cache expensive calculations:

preparefn(m::ReactionMethod, vardata::Tuple) -> modified_vardata::Tuple

This is called after model arrays are allocated, and prior to setup.

source
PALEOboxes.add_method_setup! — Function
add_method_setup!(reaction::AbstractReaction, method::AbstractReactionMethod)
+add_method_setup!(reaction::AbstractReaction, methodfn::Function, vars::Tuple{Vararg{AbstractVarList}}; kwargs...) -> ReactionMethod

Add or create-and-add a setup method (called before main loop) eg to set persistent data or initialize state variables. methodfn, vars, kwargs are passed to ReactionMethod.

source
PALEOboxes.add_method_initialize! — Function
add_method_initialize!(reaction::AbstractReaction, method::AbstractReactionMethod)
+add_method_initialize!(reaction::AbstractReaction, methodfn::Function, vars::Tuple{Vararg{AbstractVarList}}; kwargs...) -> ReactionMethod

Add or create-and-add an initialize method (called at start of each main loop iteration) eg to zero out accumulator Variables. methodfn, vars, kwargs are passed to ReactionMethod.

source
PALEOboxes.add_method_do! — Function
add_method_do!(reaction::AbstractReaction, method::AbstractReactionMethod)
+add_method_do!(reaction::AbstractReaction, methodfn::Function, vars::Tuple{Vararg{AbstractVarList}}; kwargs...) -> ReactionMethod

Add or create and add a main loop method. methodfn, vars, kwargs are passed to ReactionMethod.

source

Predefined ReactionMethods

Setup and initialization of Variables

PALEOboxes.add_method_setup_initialvalue_vars_default! — Function
add_method_setup_initialvalue_vars_default!(react::AbstractReaction, variables [; kwargs...])

Create and add a default method to initialize Variables matching filterfn (defaults to state Variables) at beginning of integration.

Setup callbacks used

  • State Variables and similar (:vfunction != VF_Undefined) are initialized in a setup callback with attribute_name in (:initial_value, :norm_value), with values from those Variable attributes.
  • If force_state_norm_value=false, other Variables (with :vfunction == VF_Undefined) are initialized in a setup callback with attribute_name=:setup, with values from the :initial_value Variable attribute. NB: filterfn must be set to include these Variables.
  • If force_initial_norm_value=true, all Variables (including those with :vfunction == VF_Undefined) are initialised as state Variables

Keywords

  • filterfn: set to f(var)::Bool to override the default selection for state variables only (Variables with :vfunction in (VF_StateExplicit, VF_State, VF_Total, VF_StateTotal, VF_Constraint))
  • force_initial_norm_value=false: true to always use :initial_value, :norm_value, even for variables with :vfunction=VF_Undefined
  • transfer_attribute_vars=[]: Set to a list of the same length as variables to initialise variables from attributes of transfer_attribute_vars.
  • setup_callback=(method, attribute_name, var, vardata) -> nothing: Set to a function that is called after each Variable initialisation eg to store norm values.
  • convertvars=[]
  • convertfn = (convertvars_tuple, i) -> 1.0
  • convertinfo = ""

Including volume etc conversion

Set convertvars to a Vector of Variables (eg for cell volume) and supply convertfn and convertinfo to initialize to :initial_value*convertfn(convertvars_tuple, i) where the argument of convertfn is the Tuple generated by VarList_tuple(convertvars).

Example: To interpret :initial_value as a concentration-like quantity:

convertvars = [volume], 
+convertfn = ((volume, ), i) -> volume[i], 
+convertinfo = " * volume"
source
PALEOboxes.add_method_initialize_zero_vars_default! — Function
add_method_initialize_zero_vars_default!(react::AbstractReaction, variables=PB.get_variables(react))

Create and add a default method to initialize Variables to zero at beginning of each timestep. Defaults to adding all Variables from react with :initialize_to_zero attribute true.

NB: TODO variables are converted to VarDep (no dependency checking or sorting needed, could define a VarInit or similar?)

source

Adding totals for Variables

PALEOboxes.add_method_do_totals_default! — Function
add_method_do_totals_default!(react::AbstractReaction, total_candidates=PB.get_variables(react);
+    [filterfn] [, methodname] [, total_localnames] [, operatorID])

Create and add a method to add total variables (Scalar Properties), for Variables in collection total_candidates that match filterfn (defaults to those that are Array Variables and have attribute `:calc_total == true).

NB: total Variables will require initialization to zero using add_method_initialize_zero_vars_default!

source

Chemical reactions

PALEOboxes.RateStoich — Type
RateStoich(
+    ratevartemplate, stoich_statevarname;
+    deltavarname_eta=nothing, prcessname="", sms_prefix="", sms_suffix="_sms"
+) -> RateStoich

Calculate fluxes for a biogeochemical reaction given rate, stoichiometry, and optionally isotope eta.

Add to a Reaction using create_ratestoich_method and add_method_do!.

A Property Variable should be set to provide the reaction rate (often this is implemented by another method of the same Reaction). This method will then link to that (using the local and link names supplied by ratevartemplate) and calculate the appropriate product rates, omitting products that are not present (VariableReaction not linked) in the Model configuration. Metadata for use when analysing model output should be added to the rate variable using add_rate_stoichiometry!, in the usual case where this Variable is supplied as ratevartemplate this will happen automatically.

Arguments:

  • ratevartemplate::Union{VarPropT, VarDepT}: used to define the rate variable local and link names.
  • stoich_statevarname: collection of Tuple(stoichiometry, name) eg ((-2.0, "O2"), (-1.0,"H2S::Isotope"), (1.0, "SO4::Isotope"))
  • deltavarname_eta: optional tuple of variable delta + eta ("SO4_delta", -30.0) or ("SO4_delta", rj.pars.delta). If a Parameter is supplied, this is read in do_react_ratestoich to allow modification.
  • processname::String: optional tag to identify the type of reaction in model output
  • add_rate_stoichiometry=true: true to add call add_rate_stoichiometry! to add metadata to ratevartemplate.

Examples:

Create a RateStoich representing the reaction 2 O2 + H2S -> H2SO4

julia> myratevar = PALEOboxes.VarProp("myrate", "mol yr-1", "a rate");
+
+julia> rs = PALEOboxes.RateStoich(myratevar, ((-2.0, "O2"), (-1.0,"H2S"), (1.0, "SO4")));
+
+julia> rs.stoich_statevarname
+((-2.0, "O2"), (-1.0, "H2S"), (1.0, "SO4"))
source
PALEOboxes.add_rate_stoichiometry! — Function
add_rate_stoichiometry!(ratevar::VarPropT, ratestoich::RateStoich)

Add metadata to rate variable ratevar for use when analysing model output.

Only needs to be called explicitly if RateStoich was supplied with a VarDep that links to the rate variable, not the rate variable itself.

Adds Variable attributes:

  • rate_processname::String = ratestoich.processname
  • rate_species::Vector{String} reactants + products from ratestoich.stoich_statevarname
  • rate_stoichiometry::Vector{Float64} reaction stoichiometry from ratestoich.stoich_statevarname
source

Internal details of Variable arrays accessor generation

VariableReactions in the AbstractVarLists for a ReactionMethod are processed by create_accessor to supply views on arrays as corresponding arguments to the ReactionMethod function.

PALEOboxes.create_accessor — Function
 create_accessor(var::VariableReaction, modeldata, arrays_idx, components, [,forceview=false])
+    -> accessor or (accessor, subdomain_indices)

Creates a view on a (single) VariableDomain data array linked by var::VariableReaction. Called by an AbstractVarList create_accessors implementation to generate a collection of views for multiple VariableReactions.

Returns:

  • if var is linked, an accessor or Tuple (accessor, subdomain_indices) that provides a view on variable data.
  • if var is not linked, nothing if var is optional, or errors and doesn't return if var is non-optional.

Mapping of indices for Subdomains <–> Domains:

  • if no Subdomain, returns unmodified indices (if forceview=false), or an equivalent view (if forceview=true, this is to help type stability)
  • if Variable is a Domain interior and Subdomain is a Domain boundary, accessor is a view with a subset of Domain indices.
  • if Variable is a Domain boundary and Subdomain is the Domain interior, returns a Tuple with subdomain_indices, length(Subdomain size), with missing for interior points.

Mapping of multi-component (Isotope) Variables:

  • If components=false:
    • map multi-component Variable to accessor::IsotopeArray
    • return a single-component Variable as a accessor::AbstractArray.
  • If components=true:
    • variable data as a accessor::Vector{Array}, length=number of components
source
PALEOboxes.create_accessors — Function
create_accessors(varlist::AbstractVarList, modeldata::AbstractModelData, arrays_idx::Int) -> vardata

Return a collection vardata of views on Domain data arrays for VariableReactions in varlist. Collection and view are determined by varlist Type.

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diff --git a/v0.21.39/ReactionCatalog/index.html b/v0.21.39/ReactionCatalog/index.html new file mode 100644 index 00000000..f9712ce3 --- /dev/null +++ b/v0.21.39/ReactionCatalog/index.html @@ -0,0 +1,55 @@ + +Generic Reaction catalog · PALEOboxes Documentation
GitHub

Generic Reaction catalog

PALEOboxes includes a catalog of generic Reactions as a starting point for model construction.

Reservoirs

PALEOboxes.Reservoirs.ReactionReservoirScalar — Type
ReactionReservoirScalar

A single scalar biogeochemical reservoir with optional paired isotope reservoir, for use in a 0D Domain (eg sedimentary or ocean reservoirs for COPSE (Bergman et al., 2004)).

Creates State and associated Variables, depending on parameter settings:

  • const=false: usual case
    • state_norm=false create state variable R (units mol, with attribute vfunction=VF_StateExplicit) and R_sms (units mol yr-1, with attribute vfunction=VF_Deriv).
    • state_norm=true create state variable R_solve (R normalized by the values of attribute R:norm_value, with attribute vfunction=VF_StateExplicit) and R_solve_sms (units yr-1, with attribute vfunction=VF_Deriv).
  • const=true: a constant value, create R (a Property), and R_sms (a Target)

In addition:

  • a Property R_norm (normalized value) is always created.
  • if parameter field_data <: AbstractIsotopeScalar (eg IsotopeLinear), a Property R_delta is created.

The local name prefix R should then be renamed using variable_links: in the configuration file.

Initialisation

Initial and norm value is set in the variable_attributes: section in the configuration file, using R:initial_value, R:initial_delta, and R:norm_value.

Example configuration in .yaml file

            reservoir_P:  # 0D ocean Phosphorus
+                class: ReactionReservoirScalar
+                parameters:
+                    # field_data: ScalarData        # change to IsotopeLinear to represent an isotope
+                    # const: false                  # true to fix to constant value
+                variable_links:
+                    R*: P                           # rename to represent Phosphorus
+                variable_attributes:
+                    R:norm_value:           3.1e15  # mol 
+                    R:initial_value:        3.1e15  # mol

See also

ReactionReservoir (one value per cell for a spatially resolved Domain eg ocean), ReactionReservoirWellMixed (one value for a whole spatially resolved Domain).

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"
  • const[Bool]=false, default_value=false, description="true to provide a constant value: R is not a state variable, fluxes in R_sms Variable are ignored"
  • state_norm[Bool]=false, default_value=false, description="true to provide solver with normalized values"

Methods and Variables for default Parameters

  • methodfn_do_nothing
    • R_sms (mol yr-1), VT_ReactContributor, VF_Deriv, description="scalar reservoir source-sinks"
  • do_reactionreservoirscalar
    • R_norm (), VT_ReactProperty, description="scalar reservoir normalized"
    • R (mol), VT_ReactDependency, VF_StateExplicit, description="scalar reservoir"
source
PALEOboxes.Reservoirs.ReactionReservoir — Type
ReactionReservoir, ReactionReservoirTotal

A single (vector) reservoir (state variable) representing a biogeochemical tracer, ie one value per cell in a spatially-resolved Domain (eg ocean).

State Variables can represent either per-cell concentration, or per-cell moles, set by parameter state_conc:

  • state_conc=false (default): create R (mol) and R_sms (mol yr-1) as state variable and source-sink, calculate R_conc (mol m-3)
  • state_conc=true: create R_conc (mol m-3) and R_conc_sms (mol m-3 yr-1) as state variable and source-sink, calculate R (mol), NB: R_sms (mol yr-1) is still available and is added to R_conc_sms.

In addition:

  • if parameter field_data <: AbstractIsotopeScalar (eg IsotopeLinear), a Property R_delta is created.
  • ReactionReservoirTotal or ReactionReservoirConcTotal also calculates the Domain total R_total (units mol), eg to check budgets.

Local name prefix R should then be renamed using variable_links: in the configuration file.

Initialisation

Initial value is set using variable_attributes: in the configuration file, using R:initial_value and R:initial_delta (for 'stateconc=false') or `Rconc:initialvalueandRconc:initialdelta` (for a 'stateconc=true'). (NB: even if initial_value is set on R, it sets concentration in mol m-3.)

Transport is defined by attributes :advect, :vertical_movement (m d-1) set on the concentration variable R_conc. Optical extinction is defined by the :specific_light_extinction (m^2 mol-1) attribute set on the concentration variable R_conc.

Example configuration in .yaml file

            reservoir_P:  # ocean Phosphorus
+                class: ReactionReservoirTotal       # include _total (mol)
+                parameters:
+                    # field_data: ScalarData        # change to IsotopeLinear to represent an isotope                       
+                variable_links:
+                    R*: P                           # rename to represent Phosphorus
+                variable_attributes:
+                    R:norm_value:           3e-3    # mol m-3, normalisation value (used by some solvers)
+                    R:initial_value:        2e-3    # mol m-3, initial concentration

See also

ReactionReservoirWellMixed (one value for the whole Domain), ReactionReservoirScalar (one value for a reservoir in a 0D Domain eg for COPSE (Bergman et al., 2004)), ReactionReservoirConst (constant time-independent value ie no state variable).

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"
  • total[Bool]=false, default_value=false, description="true to calculate R_total"
  • limit_delta_conc[Float64]=0.0 (mol m-3), default_value=0.0, description="**EXPERIMENTAL** attempt to limit delta for low/-ve concentrations (0.0 to disable)"
  • state_conc[Bool]=false, default_value=false, description="true to define R_conc, R_sms_conc as the state variable pair and calculate R, false to define R, R_sms and calculate R_conc"

Methods and Variables for default Parameters

  • do_reactionreservoir
    • R (mol), VT_ReactDependency, VF_StateExplicit, description="vector reservoir"
    • R_conc (mol m-3), VT_ReactProperty, description="concentration"
    • volume (m3), VT_ReactDependency, description="cell volume (or cell phase volume eg for a sediment with solid and liquid phases)"
  • methodfn_do_nothing
    • R_sms (mol yr-1), VT_ReactContributor, VF_Deriv, description="vector reservoir source-sinks"
source
PALEOboxes.Reservoirs.ReactionReservoirWellMixed — Type
ReactionReservoirWellMixed

A Scalar Reservoir representing a well-mixed tracer in a vector Domain (eg ocean). Provides a scalar state Variable R and R_sms, and also vector Variables: R_conc (set to uniform concentration), and R_vec_sms Target for accumulating fluxes that is added to the scalar R_sms.

Initialisation

Initial value is set in the variable_attributes: section in the configuration file, using R:initial_value and R:initial_delta. NB: may be initialized either from mean concentration or total (set by parameter initialization_type)

TODO salinity normalisation.

See also

ReactionReservoir (one value per cell), ReactionReservoirScalar (one value for a reservoir in a 0D Domain eg for COPSE (Bergman et al., 2004)).

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"
  • initialization_type[String]="conc", default_value="conc", allowed_values=["conc", "total"], description=":initial_value attribute represents conc (mol m-3) or total (mol)"

Methods and Variables for default Parameters

  • do_reservoir_well_mixed
    • R (mol), VT_ReactDependency, VF_StateExplicit, description="scalar reservoir"
    • R_norm (), VT_ReactProperty, description="scalar reservoir normalized"
    • R_conc (mol m-3), VT_ReactProperty, description="concentration"
    • volume_total (m^3), VT_ReactDependency, description="total volume"
  • do_reservoir_well_mixed_sms
    • R_sms (mol yr-1), VT_ReactContributor, VF_Deriv, description="scalar reservoir source-sinks"
    • R_vec_sms (mol yr-1), VT_ReactTarget, description="vector reservoir source-sinks"
source
PALEOboxes.Reservoirs.ReactionReservoirConst — Type
ReactionReservoirConst

A single (vector) constant tracer R_conc (constant replacement for a ReactionReservoir).

Local name prefix R should then be renamed using variable_links: in the configuration file.

Initialisation

Set :initial_value, :initial_delta on R_conc (mol m-3) in the variable_attributes: section of the config file.

TODO salinity normalisation.

Example configuration in .yaml file

            reservoir_B:  # Constant value for ocean Boron 
+                class: ReactionReservoirConst
+                parameters:
+                    field_data: IsotopeLinear
+                variable_links:
+                    R*: B
+                variable_attributes:                      
+                    R_conc:initial_value:       0.4269239 # contemporary value
+                    R_conc:initial_delta:       34.0

See also

ReactionReservoir

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"

Methods and Variables

  • setup_initialvalue_vars_default
    • R_conc (mol m-3), VT_ReactProperty, description="concentration"
source
PALEOboxes.Reservoirs.ReactionReservoirForced — Type
ReactionReservoirForced

A single (vector) constant tracer (constant replacement for a ReactionReservoir), with forcing.

Calculates R_conc = R_conc_initial * R_FORCE.

Local name prefix R should then be renamed using variable_links: in the configuration file.

Initialisation

NB: set :initial_value, :initial_delta on R_conc_initial in the variable_attributes: section of the config file.

TODO salinity normalisation.

See also

ReactionReservoirConst, ReactionReservoir

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"

Methods and Variables for default Parameters

  • do_reactionreservoirconstforced
    • R_conc_initial (mol m-3), VT_ReactProperty, description="initial concentration"
    • R_conc (mol m-3), VT_ReactProperty, description="concentration = initial * forcing"
    • R_FORCE (), VT_ReactDependency, description="forcing factor"
source
PALEOboxes.Reservoirs.ReactionConst — Type
ReactionConst, ReactionScalarConst

Create constant Property Variables with names from parameter constnames.

Initialisation

Constant values set by :initial_value, :initial_delta attributes in the variable_attributes: section of the configuration file.

Example configuration in .yaml file

    atmfloor:
+        reactions:                
+            floorstubgasmr:  # Provide mixing-ratio boundary condition for a subset of atmospheric variables
+                class: ReactionConst
+                parameters:
+                    constnames: ["O2_mr", "CH4_mr", "CO2_mr", "H2_mr"] #, "H2O_mr"]  
+                variable_attributes:        
+                    O2_mr:initial_value:  [0.21]  # mol/mol
+                    CH4_mr:initial_value:  [0.7443e-6] # [.NaN] # [1.271e-6] # [1.8e-6]  # mol/mol
+                    CO2_mr:initial_value:  [300e-6]  # mol/mol
+                    H2_mr:initial_value:   [.NaN]  # mol/mol

See also

ReactionReservoirConst, ReactionReservoirScalar. These provide additional variables (eg R_delta) to allow them to function as a drop-in replacement for a non-constant Reservoir.

Parameters

  • constnames[Vector{String}]=["constvar"], default_value=["constvar"], description="vector of names for constant Variables. Isotopes use <name>::CIsotope syntax"

Methods and Variables for default Parameters

  • setup_initialvalue_vars_default
    • constvar (unknown), VT_ReactProperty, description="constant value"
source

Linking to Reservoirs from a Reaction

PALEOboxes.Reservoirs.ReservoirLinksVector — Function
ReservoirLinksVector(isotope_data::Dict, reservoirlist) -> (res::Vector, sms::Vector, diag::Vector)

Convenience function to create variables required for a Reaction to link to a list of Reservoir variables. res contains VariableReactions <reservoir_name>, sms <reservoir_name>_sms that link to State, State_sms variables. diag contains VariableReactions <reservoir_name>_norm etc that link to additional properties.

Arguments

  • reservoirlist::[(reservoir_name[::Isotope], units, description), ...]: list of Reservoirs
source

Variable Statistics

PALEOboxes.VariableStats.ReactionSum — Type
ReactionSum, ReactionVectorSum

A sum of variables (eg budget).

  • If Parameter component_to_add == 0, all components of Isotopes are included.
  • If Parameter component_to_add == component_number, a single component only is included.

Parameters

  • vars_to_add[Vector{String}]=["2\myvar", "myothervar", "-1\mythirdvar"], default_value=["2\myvar", "myothervar", "-1\mythirdvar"], description="vector of variable names to add, eg [2*myvar, myothervar, -1*mythirdvar]"
  • vars_prefix[String]="", default_value="", description="optional prefix for vars_to_add"
  • component_to_add[Int64]=0, default_value=0, description="component to add, 0 for all"
  • vectorsum[Bool]=false, default_value=false, description="true to accumulate sum into vector Variable, false to accumulate sum into scalar (adding vector cells if necessary)"

Methods and Variables for default Parameters

  • do_scalarsum
    • sum (unknown), VT_ReactProperty, description="sum of specified variables"
    • [myvar] (unknown), VT_ReactDependency, description=""
    • [myothervar] (unknown), VT_ReactDependency, description=""
    • [mythirdvar] (unknown), VT_ReactDependency, description=""
source
PALEOboxes.VariableStats.ReactionWeightedMean — Type
ReactionWeightedMean

Weighted mean (eg by area or volume) of Variable

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"

Methods and Variables

  • do_weighted_mean
    • var (unknown), VT_ReactDependency, description="variable to calculate weighted mean from"
    • measure (unknown), VT_ReactDependency, description="cell area or volume"
    • measure_total (unknown), VT_ReactDependency, description="total Domain area or volume"
    • var_mean (unknown), VT_ReactProperty, description="weighted mean over Domain area or volume"
source
PALEOboxes.VariableStats.ReactionAreaVolumeValInRange — Type
ReactionAreaVolumeValInRange

Fraction of Domain area or volume with Variable in a range of values.

Parameters

  • range_min[Float64]=-Inf (mol m-3), default_value=-Inf, description="minimum value to include in frac"
  • range_max[Float64]=Inf (mol m-3), default_value=Inf, description="maximum value to include in frac"

Methods and Variables

  • do_area_volume_in_range
    • rangevar (unknown), VT_ReactDependency, description="variable to check within range"
    • measure (unknown), VT_ReactDependency, description="cell area or volume"
    • measure_total (unknown), VT_ReactDependency, description="total Domain area or volume"
    • frac (), VT_ReactProperty, description="fraction of Domain area or volume in specified range"
source

Fluxes

PALEOboxes.Fluxes — Module
Fluxes

Create and manage collections of Target and Contrib Variables used to define fluxes within or between Domains.

Conventions for defining biogeochemical fluxes within Domains

  • Particulate organic matter (including CaCO3) with stoichiometry Corg:N:P:Ccarb is usually transferred as: flux_list ["P", "N", "Corg::CIsotope", "Ccarb::CIsotope"] with a prefix indicating the function (eg export_).
  • Solute fluxes are usually transferred as: flux_list ["DIC::CIsotope", "TAlk", "Ca", "P", "O2", "SO4::SIsotope", "H2S::SIsotope", "CH4::CIsotope"] (where these names match the Reservoir names for the solutes), with a prefix indicating the function (usually just flux_ or soluteflux_).

Conventions for defining global fluxes between modules

The model configuration .yaml file should create a Domain for each global flux, containing one or more Fluxes.ReactionFluxTarget. Fluxes are then transferred (copied) by adding a Fluxes.ReactionFluxTransfer to each destination Domain.

Naming conventions for Earth system fluxes:

Domain nametarget prefixflux_list (illustrative, add as needed)
fluxAtoLandflux_["CO2::CIsotope", "O2"]
fluxRtoOceanflux_["DIC::CIsotope", "TAlk", "Ca", "P", "SO4::SIsotope"]
fluxOceanBurialflux_["Corg::CIsotope", "Ccarb::CIsotope", "Porg", "Pauth", "PFe", "P", "GYP::SIsotope", "PYR::SIsotope"]
fluxSedCrusttoAOceanflux_["C::CIsotope", "S::SIsotope", "Redox"]
fluxLandtoSedCrustflux_["Ccarb::CIsotope", "Corg::CIsotope", "GYP::SIsotope", "PYR::SIsotope"]
fluxOceanfloorparticulateflux_["P", "N", "Corg::CIsotope", "Ccarb::CIsotope"]
soluteflux_["DIC::CIsotope", "TAlk", "Ca", "P", "O2", "SO4::SIsotope", "H2S::SIsotope", "CH4::CIsotope"]
fluxAtmtoOceansurfaceflux_["CO2::CIsotope", "CH4::CIsotope", "O2"]
source
PALEOboxes.Fluxes.ReactionFluxTarget — Type
ReactionFluxTarget

Provides either a target for fluxes from fluxlist in an input Domain or a constant stub, optionally calculates totals.

For each fluxname in fluxlist, creates:

  • if const_stub==false, an input VarTarget pars.target_prefix[]*"flux_"*fluxname (or if const_stub==true, a constant VarProp).
  • if flux_totals is true, a total VarPropScalar target_prefix[]*"flux_total_"*fluxname.

Parameters

  • fluxlist[Vector{String}]=["example"], default_value=["example"], description="available fluxes"
  • target_prefix[String]="flux_", default_value="flux_", description="target names will be "<target_prefix><fluxname>", target total names will be "<target_prefix>total_<fluxname>" (where <fluxname> is an entry in fluxlist)"
  • flux_totals[Bool]=false, default_value=false, description="true to calculate flux totals (as "<target_prefix>flux_total_<fluxname>")"
  • const_stub[Bool]=false, default_value=false, description="true to provide constant flux defined by :initial_value, :initial_delta attributes on input Target Variables "<target_prefix>flux_<fluxname>""

Methods and Variables for default Parameters

  • methodfn_do_nothing
    • flux_example (mol yr-1), VT_ReactTarget, description="flux input"
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PALEOboxes.Fluxes.ReactionFluxTransfer — Type
ReactionFluxTransfer

Copy fluxes, optionally using transfer matrices to define cell-cell mappings if input and output fluxes are in a different Domain.

There are three common cases:

  • Transfer within a Domain, using transfer_matrix Identity
  • Transfer from a fluxXXX Domain to the Domain hosting the ReactionFluxTransfer, using transfer_matrix to define a mapping if these Domains are of different sizes.
  • Transfer from a fluxXXX Domain to the boundary cells of an interior Domain (eg ocean.oceansurface), where the Domain hosting the ReactionFluxTransfer is the corresponding boundary Domain (eg oceansurface).

Flux names

The list of flux names is generated by finding all names that match the pattern supplied to input_fluxes, so

parameters:
+    input_fluxes:  fluxAtmtoOceansurface.flux_$fluxname$
+    output_fluxes:  ocean.oceansurface.$fluxname$_sms

will:

  1. Match eg fluxAtmtoOceansurface.flux_CO2, fluxAtmtoOceansurface.flux_O2 and generate names CO2, O2.
  2. Generate variables with Reaction-local names input_CO2, input_O2, and link names configured to link to the input fluxes
  3. Generate variables with Reaction-local names output_CO2, output_O2, and link names configured to link to the output flux names generated by substituting $fluxname$ in output_fluxes.

This handles the common case eg O2 where the names of the input and output fluxes match. However, if they don't match, eg the input flux is called CO2 and the output flux should be applied to DIC, then it is necessary to use variable_links: to change the link name for output_CO2 to DIC.

Parameters

  • input_fluxes[String]="[inputdomain.][inputsubdomain.]flux_$fluxname$", default_value="[inputdomain.][inputsubdomain.]flux_$fluxname$", description="string to match to find input flux Variables. These Variables will local names "input_$fluxname$"."
  • output_fluxes[String]="[outputdomain.][outputsubdomain.]$fluxname$_sms", default_value="[outputdomain.][outputsubdomain.]$fluxname$_sms", description="string to use to generate output flux Variables where $fluxname$ is substituted from input_fluxes. These Variables will local names "output_$fluxname$", and are optional (ie ignored if not linked). Usually the output Domain is the Domain hosting the ReactionFluxTransfer (in general, it must be a Domain of the same size as the Domain hosting the ReactionFluxTransfer)."
  • transfer_multiplier[Float64]=1.0, default_value=1.0, description="scalar multiplier for transfer"
  • transfer_matrix[String]="Identity", default_value="Identity", allowed_values=["Identity", "Distribute", "Custom"], description="matrix defining input Domain (length n) -> output Domain (length m) mapping: 'Identity' copies fluxes directly, requires m == n; 'Distribute' uniformly distributes fluxes from input->output: sums over n and them distributes fraction 1/m evenly to each m; 'Custom' requires transfer matrix to be supplied"
source

Contributing to flux couplers from a Reaction

PALEOboxes.Fluxes.FluxContrib — Function
FluxContrib(
+    fluxprefix::AbstractString, flux_list;
+    [, isotope_data::Dict]
+    [, space=PB.CellSpace][, alloptional=true]
+) -> vartuple::NamedTuple

Create a NamedTuple of VarContrib from flux_prefix.*flux_list, needed for a Reaction to write to a flux coupler. Entries in flux_list of form fluxname::isotope are parsed to look up isotope type from isotope_data Dict.

For each fluxname in flux_list, the generated VarContrib vartuple.fluxname have link_namestr=$(fluxprefix)$(fluxname)" and localname="$(fluxprefix)$(fluxname) (with any . in fluxprefix substituted to _).

Example:

julia> fluxRtoOcean = PB.Fluxes.FluxContrib("fluxRtoOcean.flux_", ["P", "SO4::SIsotope"], isotope_data=Dict("SIsotope"=>PB.IsotopeLinear), space=PB.ScalarSpace);
+
+julia> fluxRtoOcean.P
+PALEOboxes.VariableReaction{PALEOboxes.VT_ReactContributor}
+  localname='fluxRtoOcean_flux_P'
+  link_name='fluxRtoOcean.flux_P[unlinked]'
+  attributes=Dict{Symbol, Any}(:description => "flux P", :space => PALEOboxes.ScalarSpace, :standard_variable => false, :norm_value => 1.0, :data_dims => String[], :long_name => "", :vfunction => PALEOboxes.VF_Undefined, :field_data => PALEOboxes.ScalarData, :initial_delta => 0.0, :units => "mol yr-1"…)
+
+julia> fluxRtoOcean.SO4
+PALEOboxes.VariableReaction{PALEOboxes.VT_ReactContributor}
+  localname='fluxRtoOcean_flux_SO4'
+  link_name='fluxRtoOcean.flux_SO4[unlinked]'
+  attributes=Dict{Symbol, Any}(:description => "flux SO4", :space => PALEOboxes.ScalarSpace, :standard_variable => false, :norm_value => 1.0, :data_dims => String[], :long_name => "", :vfunction => PALEOboxes.VF_Undefined, :field_data => PALEOboxes.IsotopeLinear, :initial_delta => 0.0, :units => "mol yr-1"…)
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Forcings

PALEOboxes.Forcings.ReactionForceInterp — Type
ReactionForceInterp

Provide a scalar Property F, linearly interpolated from a table of values vs time tforce.

The table of values is set by parameters force_times and force_values.

The input time Variable is tforce, with default linking to the global.tforce Variable.

Use the configuration file to rename the output variable F (and if necessary, the input Variable tforce).

Set extrapolate = "extrapolate" to use extrapolate_before, extrapolate_after to set constant values when 'tforce' is out-of-range of force_times (or alternatively, set extrapolate = "throw" and use guard values for force_times at -1e30, 1e30).

Parameters

  • force_times[Vector{Float64}]=[-1.0e30, 1.0e30] (yr), default_value=[-1.0e30, 1.0e30], description="interpolated forcing times"
  • force_values[Vector{Float64}]=[1.0, 1.0], default_value=[1.0, 1.0], description="interpolated forcing values"
  • extrapolate[String]="throw", default_value="throw", allowed_values=["throw", "constant"], description="behaviour if tforce is out of range"
  • extrapolate_before[Float64]=NaN, default_value=NaN, description="value to use if 'extrapolate=constant' and tforce < first(perturb_times)"
  • extrapolate_after[Float64]=NaN, default_value=NaN, description="value to use if 'extrapolate=constant' and tforce > last(perturb_times)"

Methods and Variables

  • do_forceinterp
    • tforce –> global.tforce (yr), VT_ReactDependency, description="historical time at which to apply forcings, present = 0 yr"
    • F (), VT_ReactProperty, description="interpolated forcing"
source
PALEOboxes.GridForcings.ReactionForceGrid — Type
ReactionForceGrid

Apply time-dependent, periodic forcing from a variable in a netcdf or Matlab file, optionally applying a scaling, a constant linear offset, and a linear offset generated from a scalar model variable.

Reads records tidx_start:tidx_end (assumed to be the last dimension) for data_var from a gridded dataset in netcdf_file or matlab_file, maps grid to linear using the Domain grid (which must match that of data_var).

If tidx_end > tidx_start (ie multiple records), reads a netcdf or Matlab variable named time_var, applies periodicity cycle_time, and uses this to linearly interpolate to model time.

Then applies forcing:

F = scale*`data_var` + constant_offset + scale_offset_var*`scalar_offset_var`

Optionally (if interp_vars is non-empty), interpolate forcing from additional dimensions in the netcdf file, given values supplied by additional Variable dependencies. NB: netcdf dimensions order must be grid_vars x interp_varsxtimevar, where order withininterpvars` also must match netcdf order.

Parameters

  • netcdf_file[String]="", default_value="", description="netcdf file with gridded time-series data"
  • matlab_file[String]="", default_value="", description="matlab file with gridded time-series data"
  • matlab_key[String]="", default_value="", description="Dictionary key in Matlab file to use (empty string to stay at top level Dict)"
  • data_var[String]="", default_value="", description="variable name in data file"
  • time_var[String]="time", default_value="time", description="time variable name in data file (empty to generate evenly spaced times from cycle_time)"
  • time_fac[Float64]=1.0, default_value=1.0, description="multiplier to convert time_var to model time (yr)"
  • tidx_start[Int64]=1, default_value=1, description="first record in data file to use"
  • tidx_end[Int64]=1, default_value=1, description="last record in data file to use (set equal to tidx_start for constant forcing from single record)"
  • use_timeav[Bool]=false, default_value=false, description="true to average records and provide constant forcing at time-averaged value"
  • time_extrap_const[Bool]=false, default_value=false, description="true to extrapolate out-of-range times to first/last value, false to error if time out-of-range"
  • cycle_time[Float64]=0.0 (yr), default_value=0.0, description="time periodicity to apply (0.0 to disable periodic)"
  • interp_vars[Vector{String}]=String[], default_value=String[], description="optional interpolation variables for additional grid dimensions. NB: netcdf dimensions order must be grid_vars x interp_vars x time_var, where order within interp_vars also must match netcdf order"
  • interp_log[Vector{Bool}]=Bool[], default_value=Bool[], description="true to interpolate interp_vars in log space"
  • data_replace_nan[Float64]=NaN, default_value=NaN, description="value to replace NaN in data"
  • scale[Float64]=1.0, default_value=1.0, description="scaling factor to apply"
  • constant_offset[Float64]=0.0, default_value=0.0, description="constant offset to apply"
  • scale_offset_var[Float64]=0.0, default_value=0.0, description="scaling for additional scalar offset from model variable (0.0 to disable)"

Methods and Variables for default Parameters

  • do_force_grid
    • tforce –> global.tforce (yr), VT_ReactDependency, description="historical time at which to apply forcings, present = 0 yr"
    • F (unknown), VT_ReactProperty, description="interpolated forcing"
source
PALEOboxes.FluxPerturb.ReactionFluxPerturb — Type
ReactionFluxPerturb

Provide a scalar flux F, linearly interpolated from a table of values vs time tforce.

The table of values is set by parameters perturb_times and perturb_totals, and optionally perturb_deltas.

The input time Variable is tforce, with default linking to the global.tforce Variable.

Use the configuration file to rename output variable F (and if necessary, the input Variable tforce).

Set extrapolate = "extrapolate" to use extrapolate_before, extrapolate_after to set constant values when 'tforce' is out-of-range of perturb_times (or alternatively, set extrapolate = "throw" and use guard values for perturb_times at -1e30, 1e30).

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"
  • perturb_times[Vector{Float64}]=[-1.0e30, 1.0e30] (yr), default_value=[-1.0e30, 1.0e30], description="interpolated perturbation times"
  • perturb_totals[Vector{Float64}]=[1.0, 1.0] (mol yr-1), default_value=[1.0, 1.0], description="interpolated perturbation totals"
  • perturb_deltas[Vector{Float64}]=[0.0, 0.0] (per mil), default_value=[0.0, 0.0], description="interpolated perturbation deltas"
  • extrapolate[String]="throw", default_value="throw", allowed_values=["throw", "constant"], description="behaviour if tforce is out of range"
  • extrapolate_before[Float64]=NaN, default_value=NaN, description="value to use if 'extrapolate=constant' and tforce < first(perturb_times)"
  • extrapolate_before_delta[Float64]=NaN, default_value=NaN, description="value to use if 'extrapolate=constant' and tforce < first(perturb_times)"
  • extrapolate_after[Float64]=NaN, default_value=NaN, description="value to use if 'extrapolate=constant' and tforce > last(perturb_times)"
  • extrapolate_after_delta[Float64]=NaN, default_value=NaN, description="value to use if 'extrapolate=constant' and tforce > last(perturb_times)"

Methods and Variables

  • do_flux_perturb
    • tforce –> global.tforce (yr), VT_ReactDependency, description="time at which to apply perturbation"
    • F (mol yr-1), VT_ReactContributor, description="interpolated flux perturbation"
    • FApplied –> %reaction%FApplied (mol yr-1), VT_ReactProperty, description="flux perturbation applied, for diagnostic output"
source
PALEOboxes.FluxPerturb.ReactionRestore — Type
ReactionRestore

Adds RestoringFlux in response to discrepancy between Variable WatchLevel and Parameter RequiredLevel

Parameters

  • field_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description="disable / enable isotopes and specify isotope type"
  • RequiredLevel[Float64]=0.0 (mol), default_value=0.0, description="target value of WatchLevel"
  • trestore[Float64]=1.0 (yr), default_value=1.0, description="restoring timescale"
  • RequiredDelta[Float64]=0.0 (per mil), default_value=0.0, description="target value of WatchLevel delta"
  • source_only[Bool]=false, default_value=false, description="false to allow input and output, true to allow input only"

Methods and Variables

  • do_restore
    • WatchLevel (mol), VT_ReactDependency, description="level to observe and restore"
    • RestoringFlux (mol yr-1), VT_ReactContributor, description="restoring flux"
    • RestoringApplied –> %reaction%RestoringApplied (mol yr-1), VT_ReactProperty, description="restoring flux for diagnostic output"
source

Grids

Minimal generic model grids for test purposes.

These just define the Domain size, and don't provide coordinate or metric information (cell volume, area). Models will usually require a Reaction with a Domain-specific implementation (eg for ocean, atmosphere) that defines coordinates and volumes etc and also implements transport (advection, eddy diffusion, etc).

PALEOboxes.GridReactions.ReactionGrid2DNetCDF — Type
ReactionGrid2DNetCDF

Create a 2D PB.Grids.CartesianLinearGrid from grid information in a NetCDF file.

Parameters

  • grid_type[UnionAll]=PALEOboxes.Grids.CartesianArrayGrid, default_value=PALEOboxes.Grids.CartesianArrayGrid, allowed_values=Type[PALEOboxes.Grids.CartesianArrayGrid, PALEOboxes.Grids.CartesianLinearGrid], description="Cartesian grid type to create"
  • grid_file[String]="", default_value="", description="netcdf file with 2D grid information"
  • coordinate_names[Vector{String}]=["longitude", "latitude"], default_value=["longitude", "latitude"], description="coordinate names to read from netcdf file"
  • equalspacededges[Bool]=false, default_value=false, description="true to calculate cell edges assuming an equal-spaced grid"
  • area_var[String]="", default_value="", description="netcdf variable with cell area (if available)"
  • planet_radius[Float64]=6.371229e6, default_value=6.371229e6, description="radius to calculate cell area from spherical geometry (if area_var = "")"

Methods

  • setup_grid_2DNetCDF
    • Asurf (m^2), VT_ReactProperty, description="horizontal area of surface"
    • Asurf_total (m^2), VT_ReactProperty, description="total horizontal area of surface"
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diff --git a/v0.21.39/References/index.html b/v0.21.39/References/index.html new file mode 100644 index 00000000..5be03cda --- /dev/null +++ b/v0.21.39/References/index.html @@ -0,0 +1,2 @@ + +References · PALEOboxes Documentation
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diff --git a/v0.21.39/Solver API/index.html b/v0.21.39/Solver API/index.html new file mode 100644 index 00000000..5c254f42 --- /dev/null +++ b/v0.21.39/Solver API/index.html @@ -0,0 +1,38 @@ + +Solver API · PALEOboxes Documentation
GitHub

Solver API

A Model contains Domains, each of which contain Variables defining Fields, and Reactions with ReactionMethods that operate on the Fields to calculate model time evolution.

Create and initialise

PALEOboxes.create_model_from_config — Method
create_model_from_config(
+    config_file::AbstractString, configmodel::AbstractString;
+    modelpars::Dict = Dict()
+) -> model::Model
+
+create_model_from_config(
+    config_files,
+    configmodel::AbstractString;
+    modelpars::Dict = Dict()
+) -> model::Model

Construct model from a single YAML config_file, or from a collection of config_files, which are read in order and concatenated before being parsed as yaml.

Optional argument modelpars provides parameters that override those in <configmodel>: parameters: section.

source
PALEOboxes.check_variable_links — Function
check_variable_links(model, modeldata; [throw_on_error=true] [, expect_hostdep_varnames=["global.tforce"]]) -> links_ok::Bool

Check all Variables linked correctly, by checking that there are no unexpected host-dependent non-state Variables (ie unlinked Variables)

source
PALEOboxes.create_modeldata — Function
create_modeldata(model::Model [; arrays_eltype=Float64]) -> modeldata::ModelData

Create a new ModelData struct for model variables with data arrays element type arrays_eltype.

source
PALEOboxes.ModelData — Type
ModelData(model::Model; arrays_eltype::DataType=Float64, allocatenans::Bool=true)

Create a ModelData struct containing model data arrays.

One set of data arrays is created with eltype=arrays_eltype, accessed with arrays_idx=1

Additional sets of data arrays may be added by push_arrays_data!, eg in order to support automatic differentiation which requires Dual numbers as the array element type.

Fields

  • cellranges_all::Vector{AbstractCellRange}: default cellranges covering all domains
  • dispatchlists_all: default dispatchlists covering all domains
  • solver_view_all: optional untyped context field for use by external solvers.
source
PALEOboxes.push_arrays_data! — Function
push_arrays_data!(modeldata, arrays_eltype::DataType, arrays_tagname::AbstractString)

Add an (unallocated) additional array set with element type arrays_eltype.

source
PALEOboxes.allocate_variables! — Function
allocate_variables!(
+    vars, modeldata, arrays_idx; 
+    [, eltypemap::Dict{String, DataType}],
+    [, default_host_dependent_field_data=nothing],
+    [, allow_base_link=true],
+    [. use_base_transfer_jacobian=true],
+    [, use_base_vars=String[]],
+    [, check_units_opt=:no])

Allocate or link memory for VariableDomains vars in modeldata array set arrays_idx

Element type of allocated Arrays is determined by eltype(modeldata, arrays_idx) (the usual case, allowing use of AD types), which can be overridden by Variable :datatype attribute if present (allowing Variables to ignore AD types). :datatype may be either a Julia DataType (eg Float64), or a string to be looked up in eltypemap.

If allow_base_link==true, and any of the following are true a link is made to the base array (arrays_idx=1), instead of allocating a new array in array set arrays_idx: - Variable element type matches modeldata base eltype (arraysidx=1) - `usebasetransferjacobian=trueand Variable:transferjacobianattribute is set - Variable full name is inusebase_vars`

Field data type is determined by Variable :field_data attribute, optionally this can take a default_host_dependent_field_data default for Variables with host_dependent(v)==true (these are Variables with no Target or no Property linked, intended to be external dependencies supplied by the solver).

If check_units_opt != :no then the :units field of linked variable is checked, resulting in either a warning (if check_units_opt=:warn) or error (if check_units_opt=:error).

source
allocate_variables!(model, modeldata, arrays_idx; kwargs...)

Allocate memory for Domain variables for every Domain in model.

See allocate_variables!(domain::Domain, modeldata::AbstractModelData, arrays_idx::Int).

source
allocate_variables!(domain, modeldata, arrays_idx; [hostdep=false] [, kwargs...])

Allocate memory for Domain Variables.

If hostdep=false, only internal Variables are allocated, allowing host-dependent Variables (usually state Variables and derivatives + any external dependencies) to be set to views on host-managed arrays.

See allocate_variables!(vars, modeldata::AbstractModelData, arrays_idx::Int).

source
PALEOboxes.check_ready — Method
check_ready(model, modeldata; [throw_on_error=true]) -> ready::Bool

Check all variable pointers set (ie all arrays allocated for variable data)

source
PALEOboxes.check_configuration — Method
check_configuration(model; [throw_on_error=true]) -> config_ok::Bool

Calls optional Reaction check_configuration methods to perform additional configuration checks.

source
PALEOboxes.initialize_reactiondata! — Method
initialize_reactiondata!(model::Model, modeldata::AbstractModelData; kwargs...)

Processes VarList_...s from ReactionMethods and populates modeldata.sorted_methodsdata_... with sorted lists of ReactionMethods and corresponding Variable accessors.

Optionally calls create_dispatch_methodlists(model, modeldata, modeldata.cellranges_all) to set modeldata.dispatchlists_all to default ReactionMethodDispatchLists for entire model.

Keyword arguments

  • arrays_indices=1:num_arrays(modeldata): modeldata arrays_idx to generate dispatch lists for
  • create_dispatchlists_all=false: true to set modeldata.dispatchlists_all
  • generated_dispatch=true: true to use autogenerated code for modeldata.dispatchlists_all (fast dispatch, slow compile)
source
PALEOboxes.dispatch_setup — Function
dispatch_setup(model, attribute_name, modeldata, cellranges=modeldata.cellranges_all)

Call setup methods, eg to initialize data arrays (including state variables).

attribute_name defines the setup operation performed. dispatch_setup should be called in sequence with attribute_name = :

  • :setup: initialise Reactions and set up any non-state Variables (eg model grid Variables) (applied to modeldata arrays_idx=1, values then copied to other arrays_idx)
  • :norm_value: set state Variable values from :norm_value attribute in .yaml file, and initialise any Reaction state that requires this value (arrays_idx 1 only)
  • :initial_value (optional): set state Variable values from :initial_value attribute in .yaml file (arrays_idx 1 only)
source
PALEOboxes.create_dispatch_methodlists — Function
create_dispatch_methodlists(model::Model, modeldata::AbstractModelData, arrays_idx::Int, cellranges; kwargs) 
+    -> DispatchMethodLists(list_initialize, list_do)

Compile lists of initialize and do methods + corresponding cellrange for main loop do_deriv.

Subset of methods and cellrange to operate on are generated from supplied cellranges.

Keyword arguments

  • verbose=false: true for additional log output
  • generated_dispatch=true: true to create ReactionMethodDispatchLists (fast dispatch using generated code, slow compile time), false to create ReactionMethodDispatchListNoGen (slow dynamic dispatch, fast compile time)
source

Attaching numerical solvers

High-level access to aggregated collections of Variables is provided by VariableAggregator and VariableAggregatorNamed (see Accessing model objects for low-level access).

PALEOboxes.VariableAggregator — Type
VariableAggregator(vars, cellranges, modeldata, arrays_idx) -> VariableAggregator

Aggregate multiple VariableDomains into a flattened list (a contiguous Vector).

Creates a VariableAggregator for collection of Variables vars, with indices from corresponding cellranges, for data arrays in modeldata with arrays_idx.

cellranges may contain nothing entries to indicate whole Domain.

This is mostly useful for aggregating state Variables, derivatives, etc to implement an interface to a generic ODE/DAE etc solver.

Values may be copied to and from a Vector using copyto!

source
PALEOboxes.get_indices — Function
get_indices(va::VariableAggregator, varnamefull::AbstractString; allow_not_found=false) -> indices::UnitRange{Int64}

Return indices in flattened Vector corresponding to Variable varnamefull

source
Base.copyto! — Method
copyto!(dest::VariableAggregator, src::AbstractVector; sof=1) -> num_copied::Int

Set aggregated Variables dest = (contiguous) Vector src.

Optional sof sets first index in src to use.

source
Base.copyto! — Method
copyto!(dest::AbstractVector, va::VariableAggregator; dof=1) -> num_copied::Int

Set (contiguous) Vector dest = aggregated Variables src

Optional dof sets first index in dest

source
PALEOboxes.VariableAggregatorNamed — Type
VariableAggregatorNamed(modeldata, arrays_idx=1) -> VariableAggregatorNamed
+VariableAggregatorNamed(vars, modeldata, arrays_idx=1) -> VariableAggregatorNamed
+VariableAggregatorNamed(va::VariableAggregator; ignore_cellranges=false) -> VariableAggregatorNamed

Aggregate VariableDomains into nested NamedTuples, with Domain and Variable names as keys and data arrays (from get_data) as values.

Any / characters in Variable names are replaced with __ (double underscore)

This provides direct access to Variables by name, and is mostly useful for testing or for small models.

Fields

  • vars: nested NamedTuples (domainname, varname) of VariableDomains
  • values: nested NamedTuples (domainname, varname) of data arrays.
source

Aggregated collections of a subset of Parameters as a flattened Vector (eg for sensitivity studies) is provided by ParameterAggregator:

PALEOboxes.ParameterAggregator — Type
ParameterAggregator(parfullnames::Vector{String}, model; eltype=Float64) -> ParameterAggregator

Represent a subset of model parameters given by parfullnames as a flattened Vector

parfulnames is a Vector of form ["domainname.reactionname.parname", ...] defining a subset of model parameters (NB: must be of type ParDouble or ParDoubleVec ie scalar or vector of Float64).

norm_values can be used to specify normalisation of the flattened parameter vector (defaults to 1.0).

The parameters can then be set from and copied to a flattened Vector using:

copyto!(pa::ParameterAggregator, newvalues::Vector)  # set from newvalues .* norm_values
+copyto!(currentvalues::Vector, pa::ParameterAggregator) # copy to currentvalues, dividing by norm_values
+get_currentvalues(pa::ParameterAggregator) -> currentvalues::Vector

The subset of parameters are then defined by the p parameter Vector used by SciML solvers, and combined with the full set (from the yaml file) to eg solve an ODE to enable sensitivity studies.

eltype can be eg a Dual number to support ForwardDiff automatic differentiation for parameter Jacobians.

source

Defining CellRanges

PALEOboxes.AbstractCellRange — Type
AbstractCellRange

Defines a range of cells within a Domain.

Fields

All implementations should define:

  • domain::Domain: the Domain covered by this cellrange.
  • operatorID::Int: If operatorID==0, call all Reactions, otherwise only call those with matching operatorID (this enables operator splitting).
  • indices: an iterable list of cell indices.

And then may provide subtype-specific fields defining additional ranges of cells.

source
PALEOboxes.CellRange — Type
CellRange <: AbstractCellRange

Defines a range of cells in a specified Domain as a linear list.

Fields

  • domain

  • operatorID

  • indices: may be any valid Julia indexing range thing eg 1:100, [1 2 3 4], etc

source
PALEOboxes.CellRangeColumns — Type
CellRangeColumns <: AbstractCellRange

Defines a range of cells in a specified Domain, organised by columns.

Fields

  • domain

  • operatorID

  • indices: iterator through all cells in arbitrary order

  • columns: iterator through columns: columns[n] returns a Pair icol=>cells where cells are ordered top to bottom

source
PALEOboxes.Grids.create_default_cellrange — Function
create_default_cellrange(domain, grid, [; operatorID=0]) -> CellRange

Create a CellRange for entire domain and supplied operatorID

source
create_default_cellrange(domain, grid::Nothing [; operatorID=0]) -> CellRange

Create a CellRange for entire domain. Fallback for a domain with no grid

source
create_default_cellrange(domain, grid::UnstructuredVectorGrid [; operatorID=0]) -> CellRange

Create a CellRange for entire domain - use linear index.

source
create_default_cellrange(domain, grid::UnstructuredColumnGrid [; operatorID=0]) -> CellRangeColumns

Create a CellRange for entire domain. Return a PB.CellRangeColumns with iterators for columns and cells.

source
create_default_cellrange(domain, grid::Union{CartesianLinearGrid, CartesianArrayGrid} [; operatorID=0]) -> CellRangeColumns

Create a CellRange for entire domain. Return a PB.CellRangeColumns provided by cellrange_cartesiantile

source
PALEOboxes.Grids.cellrange_cartesiantile — Function
cellrange_cartesiantile

Create a range of cells within a region of CartesianLinearGrid specified by rangestuple in a specified PB.Domain

rangestuple is a tuple of Cartesian index ranges eg (1:9, :, :) for a 3D grid.

source

3D case return a CellRangeColumns

source

return partitioning of a 3D Domain into n tiles

source

Main loop

PALEOboxes.do_deriv — Function
do_deriv(dispatchlists, deltat::Float64=0.0)
+do_deriv(dispatchlists, pa::ParameterAggregator, deltat::Float64=0.0)

Wrapper function to calculate entire derivative (initialize and do methods) in one call. dispatchlists is from create_dispatch_methodlists.

source
PALEOboxes.dispatch_methodlist — Function
dispatch_methodlist(dl::ReactionMethodDispatchList, deltat::Float64=0.0)
+dispatch_methodlist(dl::ReactionMethodDispatchList, pa::ParameterAggregator, deltat::Float64=0.0)
+dispatch_methodlist(dl::ReactionMethodDispatchListNoGen, deltat::Float64=0.0)
+dispatch_methodlist(dl::ReactionMethodDispatchListNoGen, pa::ParameterAggregator, deltat::Float64=0.0)

Call a list of ReactionMethods.

Implementation

As an optimisation, with dl::ReactionMethodDispatchList uses @generated for Type stability and to avoid dynamic dispatch, instead of iterating over lists.

ReactionMethodDispatchList fields are Tuples hence are fully Typed, the @generated function emits unrolled code with a function call for each Tuple element.

source

Diagnostics

PALEOboxes.show_links — Function
show_links(vardom::VariableDomain)
+show_links(model::Model, varnamefull::AbstractString)
+show_links(io::IO, vardom::VariableDomain)
+show_links(io::IO, model::Model, varnamefull::AbstractString)

Display all VariableReactions linked to this VariableDomain

varnamefull should be of form "<domain name>.<variable name>"

Linked variables are shown as "<domain name>.<reaction name>.<method name>.<local name>"

source
PALEOboxes.show_parameters — Function
show_parameters(model) -> DataFrame

Get parameters for all reactions in model.

Examples:

Show all model parameters using VS Code table viewer:

julia> vscodedisplay(PB.show_parameters(run.model))

Write out all model parameters as csv for import to a spreadsheet:

julia> CSV.write("pars.csv", PB.show_parameters(run.model))
source
show_parameters(react::AbstractReaction) -> DataFrame
+show_parameters(classname::AbstractString) -> DataFrame

list all parameters for a Reaction react instance or classname

source

Accessing model objects

Model

PALEOboxes.get_domain — Function
get_domain(model::Model, name::AbstractString; allow_not_found=true) -> Domain or nothing
+get_domain(model::Model, domainid) -> Domain

Get Domain by name (may be nothing if name not matched) or domainid (range 1:num_domains).

source
PALEOboxes.get_reaction — Method
get_reaction(model::Model, domainname, reactionname; allow_not_found=false) -> Reaction or nothing

Get Reaction by domainname and reaction name

source
PALEOboxes.set_variable_attribute! — Function
set_variable_attribute!(model::Model, varnamefull, attributename::Symbol, value)

Set varnamefull (of form <domain name>.<var name>) attributename to value.

source
PALEOboxes.get_variable_attribute — Function
get_variable_attribute(model::Model, varnamefull, attributename::Symbol, missing_value=missing) -> attributevalue

Get varnamefull (of form <domain name>.<var name>) attributename.

source

Domains

PALEOboxes.get_variables — Function
get_variables(varlist::AbstractVarList; flatten=true) -> Vector{VariableReaction}

Return VariableReaction in varlist.

If flatten=true, a Vector-of-Vectors is flattened.

source
get_variables(domain; hostdep=nothing, vfunction=VF_Undefined) -> Vector{VariableDomain}

Get domain variables, optionally filtering for subsets based on hostdep and :vfunction attribute

source
get_variables(domain, filter) -> Vector{VariableDomain}

Get subset of domain variables where filter(var) == true.

source
get_variables(method::AbstractReactionMethod; filterfn = v -> true) -> Vector{VariableReaction}

Get VariableReactions from method.varlists as a flat Vector, optionally restricting to those that match filterfn

source
get_variables(reaction, localname) -> Vector{VariableReaction}
+get_variables(reaction; [filterfn=v->true]) -> Vector{VariableReaction}

Get matching Variables from all ReactionMethods.

source
PALEOboxes.get_host_variables — Function
get_host_variables(domain, vfunction; [match_deriv_suffix=""] [, operatorID=0] [, exclude_var_nameroots=[]] [, verbose=false]) 
+    -> (host_vars, host_deriv_vars)

Get state Variables with VariableFunction vfunction, and optionally corresponding time derivative with VariableFunction VF_Deriv and name matching hostvarname*<match_deriv_suffix`>.

Optionally filter by operatorID, omit Variables with name matching exclude_var_nameroots.

source
PALEOboxes.get_unallocated_variables — Function
get_unallocated_variables(domain, modeldata, arrays_idx::Int) -> Vector{VariableDomain}

Return any unallocated variables (host-dependent variables which have no data pointer set)

source

VariableDomain

Low-level access to individual Variables.

PALEOboxes.get_data — Function
get_data(var::VariableDomain, modeldata::AbstractModelData, arrays_idx::Int=1) -> field.values
+get_data(var::VariableDomain, domaindata::AbstractDomainData) -> field.values

Get Variable var data array from Field.values

source
get_data(va::VariableAggregator) -> Vector

Allocate Vector and set to values of aggregated Variables va.

source
PALEOboxes.get_data_output — Function
get_data_output(var::VariableDomain, modeldata::AbstractModelData, arrays_idx::Int) -> get_values_output(field.values)
+get_data_output(var::VariableDomain, domaindata::AbstractDomainData) -> get_values_output(field.values)

Get a sanitized version of Variable var data array for storing as output from [get_values_output]@ref)(Field.values)

source
diff --git a/v0.21.39/assets/documenter.js b/v0.21.39/assets/documenter.js new file mode 100644 index 00000000..7d68cd80 --- /dev/null +++ b/v0.21.39/assets/documenter.js @@ -0,0 +1,1082 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on( + "click", + ".docstring .docstring-article-toggle-button", + function () { + let articleToggleTitle = "Expand docstring"; + const parent = $(this).parent(); + + debounce(() => { + if (parent.siblings("section").is(":visible")) { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + parent + .children(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + parent.siblings("section").slideToggle(); + }); + } +); + +$(document).on("click", ".docs-article-toggle-button", function (event) { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + let animationSpeed = event.noToggleAnimation ? 0 : 400; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(animationSpeed); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * RegX escape function from MDN + * Refer: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ + function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + searchstring = escapeRegExp(querystring); + let textindex = new RegExp(`${searchstring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(searchstring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${escape(result.title)}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + combineWith: "AND", + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +/////// SEARCH MAIN /////// + +function runSearchMainCode() { + // `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! + const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), + ]; + const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; + const worker_blob = new Blob([worker_str], { type: "text/javascript" }); + const worker = new Worker(URL.createObjectURL(worker_blob)); + + // Whether the worker is currently handling a search. This is a boolean + // as the worker only ever handles 1 or 0 searches at a time. + var worker_is_running = false; + + // The last search text that was sent to the worker. This is used to determine + // if the worker should be launched again when it reports back results. + var last_search_text = ""; + + // The results of the last search. This, in combination with the state of the filters + // in the DOM, is used compute the results to display on calls to update_search. + var unfiltered_results = []; + + // Which filter is currently selected + var selected_filter = ""; + + $(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } + }); + + function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); + } + + worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); + }; + + $(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); + }); + + /** + * Make/Update the search component + */ + function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
${count_str}
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
Type something to get started!
+ `); + } + } + + /** + * Make the modal filter html + * + * @returns string + */ + function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
+ Filters: + ${str} +
`; + } +} + +function waitUntilSearchIndexAvailable() { + // It is possible that the documenter.js script runs before the page + // has finished loading and documenterSearchIndex gets defined. + // So we need to wait until the search index actually loads before setting + // up all the search-related stuff. + if (typeof documenterSearchIndex !== "undefined") { + runSearchMainCode(); + } else { + console.warn("Search Index not available, waiting"); + setTimeout(waitUntilSearchIndexAvailable, 1000); + } +} + +// The actual entry point to the search code +waitUntilSearchIndexAvailable(); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+ `; + + let initial_search_body = ` +
Type something to get started!
+ `; + + let search_modal_footer = ` + + `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/v0.21.39/assets/themes/catppuccin-frappe.css b/v0.21.39/assets/themes/catppuccin-frappe.css new file mode 100644 index 00000000..32e3f008 --- /dev/null +++ b/v0.21.39/assets/themes/catppuccin-frappe.css @@ 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.button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light:hover,html.theme--catppuccin-frappe .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light:focus,html.theme--catppuccin-frappe .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light:focus:not(:active),html.theme--catppuccin-frappe .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-frappe .button.is-light:active,html.theme--catppuccin-frappe .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-frappe .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-frappe 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.button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-frappe 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kbd.button.is-inverted{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-dark.is-inverted[disabled],html.theme--catppuccin-frappe .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-loading::after,html.theme--catppuccin-frappe .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe 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!important}html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-dark.is-outlined[disabled],html.theme--catppuccin-frappe .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-outlined{background-color:transparent;border-color:#414559;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #414559 #414559 !important}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-primary,html.theme--catppuccin-frappe .docstring>section>a.button.docs-sourcelink{background-color:#8caaee;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-primary:hover,html.theme--catppuccin-frappe .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-frappe .button.is-primary.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#81a2ec;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-primary:focus,html.theme--catppuccin-frappe 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.button.is-success{background-color:#a6d189;border-color:#a6d189;box-shadow:none}html.theme--catppuccin-frappe .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-focused{background-color:#a6d189;border-color:#a6d189;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-light{background-color:#f4f9f0;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:hover,html.theme--catppuccin-frappe .button.is-success.is-light.is-hovered{background-color:#edf6e7;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:active,html.theme--catppuccin-frappe .button.is-success.is-light.is-active{background-color:#e6f2de;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:hover,html.theme--catppuccin-frappe .button.is-warning.is-hovered{background-color:#e3c386;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus,html.theme--catppuccin-frappe .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus:not(:active),html.theme--catppuccin-frappe .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(229,200,144,0.25)}html.theme--catppuccin-frappe .button.is-warning:active,html.theme--catppuccin-frappe .button.is-warning.is-active{background-color:#e0be7b;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:#e5c890;box-shadow:none}html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-focused{background-color:#e5c890;border-color:#e5c890;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-light{background-color:#fbf7ee;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:hover,html.theme--catppuccin-frappe .button.is-warning.is-light.is-hovered{background-color:#f9f2e4;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:active,html.theme--catppuccin-frappe .button.is-warning.is-light.is-active{background-color:#f6edda;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:hover,html.theme--catppuccin-frappe .button.is-danger.is-hovered{background-color:#e57779;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus,html.theme--catppuccin-frappe .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus:not(:active),html.theme--catppuccin-frappe .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(231,130,132,0.25)}html.theme--catppuccin-frappe .button.is-danger:active,html.theme--catppuccin-frappe .button.is-danger.is-active{background-color:#e36d6f;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:#e78284;box-shadow:none}html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-focused{background-color:#e78284;border-color:#e78284;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-light{background-color:#fceeee;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:hover,html.theme--catppuccin-frappe .button.is-danger.is-light.is-hovered{background-color:#fae3e4;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:active,html.theme--catppuccin-frappe .button.is-danger.is-light.is-active{background-color:#f8d8d9;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-frappe .button.is-small:not(.is-rounded),html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .button.is-normal{font-size:1rem}html.theme--catppuccin-frappe .button.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .button.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button{background-color:#737994;border-color:#626880;box-shadow:none;opacity:.5}html.theme--catppuccin-frappe .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-frappe .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-frappe .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-frappe .button.is-static{background-color:#292c3c;border-color:#626880;color:#838ba7;box-shadow:none;pointer-events:none}html.theme--catppuccin-frappe .button.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-frappe .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-frappe .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-frappe .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-frappe .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-frappe .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-frappe .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-frappe .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-frappe .buttons.has-addons .button:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-frappe .buttons.has-addons .button:focus,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused,html.theme--catppuccin-frappe .buttons.has-addons .button:active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-frappe .buttons.has-addons .button:focus:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-frappe .buttons.has-addons .button:active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-frappe .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .buttons.is-centered{justify-content:center}html.theme--catppuccin-frappe .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-frappe .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-frappe .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-frappe .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-frappe .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-frappe .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-frappe .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-frappe .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-frappe .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-frappe .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-frappe .content li+li{margin-top:0.25em}html.theme--catppuccin-frappe .content p:not(:last-child),html.theme--catppuccin-frappe .content dl:not(:last-child),html.theme--catppuccin-frappe .content ol:not(:last-child),html.theme--catppuccin-frappe .content ul:not(:last-child),html.theme--catppuccin-frappe .content blockquote:not(:last-child),html.theme--catppuccin-frappe .content pre:not(:last-child),html.theme--catppuccin-frappe .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-frappe .content h1,html.theme--catppuccin-frappe .content h2,html.theme--catppuccin-frappe .content h3,html.theme--catppuccin-frappe .content h4,html.theme--catppuccin-frappe .content h5,html.theme--catppuccin-frappe .content h6{color:#c6d0f5;font-weight:600;line-height:1.125}html.theme--catppuccin-frappe .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-frappe .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-frappe .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-frappe .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-frappe .content 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body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link.is-active{color:#8caaee}html.theme--catppuccin-frappe a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-frappe .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-frappe .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-frappe .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-frappe .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-frappe .pagination.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-frappe 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.button.is-white:focus:not(:active),html.theme--catppuccin-latte .button.is-white.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-latte .button.is-white:active,html.theme--catppuccin-latte .button.is-white.is-active{background-color:#f2f2f2;border-color:transparent;color:#0a0a0a}html.theme--catppuccin-latte .button.is-white[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white{background-color:#fff;border-color:#fff;box-shadow:none}html.theme--catppuccin-latte .button.is-white.is-inverted{background-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-white.is-inverted:hover,html.theme--catppuccin-latte .button.is-white.is-inverted.is-hovered{background-color:#000}html.theme--catppuccin-latte .button.is-white.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white.is-inverted{background-color:#0a0a0a;border-color:transparent;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-white.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-white.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-white.is-outlined:hover,html.theme--catppuccin-latte .button.is-white.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-white.is-outlined:focus,html.theme--catppuccin-latte .button.is-white.is-outlined.is-focused{background-color:#fff;border-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-white.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-focused{background-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:hover,html.theme--catppuccin-latte .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus,html.theme--catppuccin-latte .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus:not(:active),html.theme--catppuccin-latte .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--catppuccin-latte .button.is-black:active,html.theme--catppuccin-latte .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:hover,html.theme--catppuccin-latte .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus,html.theme--catppuccin-latte .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus:not(:active),html.theme--catppuccin-latte .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-latte .button.is-light:active,html.theme--catppuccin-latte .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark,html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:hover,html.theme--catppuccin-latte .content kbd.button:hover,html.theme--catppuccin-latte .button.is-dark.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-hovered{background-color:#c5c9d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus,html.theme--catppuccin-latte .content kbd.button:focus,html.theme--catppuccin-latte .button.is-dark.is-focused,html.theme--catppuccin-latte .content kbd.button.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus:not(:active),html.theme--catppuccin-latte .content kbd.button:focus:not(:active),html.theme--catppuccin-latte .button.is-dark.is-focused:not(:active),html.theme--catppuccin-latte .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(204,208,218,0.25)}html.theme--catppuccin-latte .button.is-dark:active,html.theme--catppuccin-latte .content kbd.button:active,html.theme--catppuccin-latte .button.is-dark.is-active,html.theme--catppuccin-latte .content kbd.button.is-active{background-color:#bdc2cf;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark[disabled],html.theme--catppuccin-latte .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:#ccd0da;box-shadow:none}html.theme--catppuccin-latte .button.is-dark.is-inverted,html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-focused{background-color:#ccd0da;border-color:#ccd0da;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-primary,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:hover,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#125ef4;border-color:transparent;color:#fff}html.theme--catppuccin-latte 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.button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-outlined{background-color:transparent;border-color:#40a02b;box-shadow:none;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-success.is-light{background-color:#f1fbef;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:hover,html.theme--catppuccin-latte .button.is-success.is-light.is-hovered{background-color:#e8f8e5;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:active,html.theme--catppuccin-latte .button.is-success.is-light.is-active{background-color:#e0f5db;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:hover,html.theme--catppuccin-latte .button.is-warning.is-hovered{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus,html.theme--catppuccin-latte .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus:not(:active),html.theme--catppuccin-latte .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(223,142,29,0.25)}html.theme--catppuccin-latte .button.is-warning:active,html.theme--catppuccin-latte .button.is-warning.is-active{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:#df8e1d;box-shadow:none}html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-focused{background-color:#df8e1d;border-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-light{background-color:#fdf6ed;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:hover,html.theme--catppuccin-latte .button.is-warning.is-light.is-hovered{background-color:#fbf1e2;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:active,html.theme--catppuccin-latte .button.is-warning.is-light.is-active{background-color:#faebd6;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:hover,html.theme--catppuccin-latte .button.is-danger.is-hovered{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus,html.theme--catppuccin-latte .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus:not(:active),html.theme--catppuccin-latte .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(210,15,57,0.25)}html.theme--catppuccin-latte .button.is-danger:active,html.theme--catppuccin-latte .button.is-danger.is-active{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:#d20f39;box-shadow:none}html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-focused{background-color:#d20f39;border-color:#d20f39;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-light{background-color:#feecf0;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:hover,html.theme--catppuccin-latte .button.is-danger.is-light.is-hovered{background-color:#fde0e6;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:active,html.theme--catppuccin-latte .button.is-danger.is-light.is-active{background-color:#fcd4dd;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-latte .button.is-small:not(.is-rounded),html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .button.is-normal{font-size:1rem}html.theme--catppuccin-latte .button.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .button.is-large{font-size:1.5rem}html.theme--catppuccin-latte .button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button{background-color:#9ca0b0;border-color:#acb0be;box-shadow:none;opacity:.5}html.theme--catppuccin-latte .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-latte .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-latte .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-latte .button.is-static{background-color:#e6e9ef;border-color:#acb0be;color:#8c8fa1;box-shadow:none;pointer-events:none}html.theme--catppuccin-latte .button.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-latte .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-latte .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-latte .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-latte .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-latte .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-latte .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-latte .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-latte .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-latte .buttons.has-addons .button:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-latte .buttons.has-addons .button:focus,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused,html.theme--catppuccin-latte .buttons.has-addons .button:active,html.theme--catppuccin-latte .buttons.has-addons .button.is-active,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-latte .buttons.has-addons .button:focus:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-latte .buttons.has-addons .button:active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-latte .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .buttons.is-centered{justify-content:center}html.theme--catppuccin-latte .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-latte .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-latte .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-latte .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-latte .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-latte .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-latte .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-latte .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-latte .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-latte .content li+li{margin-top:0.25em}html.theme--catppuccin-latte .content p:not(:last-child),html.theme--catppuccin-latte .content dl:not(:last-child),html.theme--catppuccin-latte .content ol:not(:last-child),html.theme--catppuccin-latte 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h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-latte .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-latte .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-latte .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-latte .content blockquote{background-color:#e6e9ef;border-left:5px solid #acb0be;padding:1.25em 1.5em}html.theme--catppuccin-latte .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-latte .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-latte .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-latte .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-latte .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-latte .content 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.file.is-link.is-active .file-cta{background-color:#0b57ef;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-info .file-cta{background-color:#179299;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-info:hover .file-cta,html.theme--catppuccin-latte .file.is-info.is-hovered .file-cta{background-color:#15878e;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-info:focus .file-cta,html.theme--catppuccin-latte .file.is-info.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(23,146,153,0.25);color:#fff}html.theme--catppuccin-latte .file.is-info:active .file-cta,html.theme--catppuccin-latte .file.is-info.is-active .file-cta{background-color:#147d83;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-success .file-cta{background-color:#40a02b;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-success:hover .file-cta,html.theme--catppuccin-latte .file.is-success.is-hovered .file-cta{background-color:#3c9628;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-success:focus .file-cta,html.theme--catppuccin-latte .file.is-success.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(64,160,43,0.25);color:#fff}html.theme--catppuccin-latte .file.is-success:active .file-cta,html.theme--catppuccin-latte .file.is-success.is-active .file-cta{background-color:#388c26;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-warning .file-cta{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-warning:hover .file-cta,html.theme--catppuccin-latte .file.is-warning.is-hovered .file-cta{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-warning:focus .file-cta,html.theme--catppuccin-latte .file.is-warning.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(223,142,29,0.25);color:#fff}html.theme--catppuccin-latte .file.is-warning:active .file-cta,html.theme--catppuccin-latte .file.is-warning.is-active .file-cta{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-danger .file-cta{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-danger:hover .file-cta,html.theme--catppuccin-latte .file.is-danger.is-hovered .file-cta{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-danger:focus .file-cta,html.theme--catppuccin-latte .file.is-danger.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(210,15,57,0.25);color:#fff}html.theme--catppuccin-latte .file.is-danger:active .file-cta,html.theme--catppuccin-latte .file.is-danger.is-active .file-cta{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.file{font-size:.75rem}html.theme--catppuccin-latte .file.is-normal{font-size:1rem}html.theme--catppuccin-latte .file.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .file.is-medium .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-large{font-size:1.5rem}html.theme--catppuccin-latte .file.is-large .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.has-name .file-cta{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .file.has-name .file-name{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .file.has-name.is-empty .file-cta{border-radius:.4em}html.theme--catppuccin-latte .file.has-name.is-empty .file-name{display:none}html.theme--catppuccin-latte .file.is-boxed .file-label{flex-direction:column}html.theme--catppuccin-latte .file.is-boxed .file-cta{flex-direction:column;height:auto;padding:1em 3em}html.theme--catppuccin-latte .file.is-boxed .file-name{border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-boxed .file-icon{height:1.5em;width:1.5em}html.theme--catppuccin-latte .file.is-boxed .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-boxed.is-small .file-icon .fa,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-boxed .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .file.is-boxed.is-medium .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.is-boxed.is-large .file-icon .fa{font-size:35px}html.theme--catppuccin-latte .file.is-boxed.has-name .file-cta{border-radius:.4em .4em 0 0}html.theme--catppuccin-latte .file.is-boxed.has-name .file-name{border-radius:0 0 .4em .4em;border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-centered{justify-content:center}html.theme--catppuccin-latte .file.is-fullwidth .file-label{width:100%}html.theme--catppuccin-latte .file.is-fullwidth .file-name{flex-grow:1;max-width:none}html.theme--catppuccin-latte .file.is-right{justify-content:flex-end}html.theme--catppuccin-latte .file.is-right .file-cta{border-radius:0 .4em .4em 0}html.theme--catppuccin-latte .file.is-right .file-name{border-radius:.4em 0 0 .4em;border-width:1px 0 1px 1px;order:-1}html.theme--catppuccin-latte .file-label{align-items:stretch;display:flex;cursor:pointer;justify-content:flex-start;overflow:hidden;position:relative}html.theme--catppuccin-latte .file-label:hover .file-cta{background-color:#c5c9d5;color:#41445a}html.theme--catppuccin-latte .file-label:hover .file-name{border-color:#a5a9b8}html.theme--catppuccin-latte .file-label:active .file-cta{background-color:#bdc2cf;color:#41445a}html.theme--catppuccin-latte .file-label:active .file-name{border-color:#9ea2b3}html.theme--catppuccin-latte .file-input{height:100%;left:0;opacity:0;outline:none;position:absolute;top:0;width:100%}html.theme--catppuccin-latte .file-cta,html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-radius:.4em;font-size:1em;padding-left:1em;padding-right:1em;white-space:nowrap}html.theme--catppuccin-latte .file-cta{background-color:#ccd0da;color:#4c4f69}html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-style:solid;border-width:1px 1px 1px 0;display:block;max-width:16em;overflow:hidden;text-align:inherit;text-overflow:ellipsis}html.theme--catppuccin-latte .file-icon{align-items:center;display:flex;height:1em;justify-content:center;margin-right:.5em;width:1em}html.theme--catppuccin-latte .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .label{color:#41445a;display:block;font-size:1rem;font-weight:700}html.theme--catppuccin-latte .label:not(:last-child){margin-bottom:0.5em}html.theme--catppuccin-latte .label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.label{font-size:.75rem}html.theme--catppuccin-latte .label.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .label.is-large{font-size:1.5rem}html.theme--catppuccin-latte .help{display:block;font-size:.75rem;margin-top:0.25rem}html.theme--catppuccin-latte .help.is-white{color:#fff}html.theme--catppuccin-latte .help.is-black{color:#0a0a0a}html.theme--catppuccin-latte .help.is-light{color:#f5f5f5}html.theme--catppuccin-latte .help.is-dark,html.theme--catppuccin-latte .content kbd.help{color:#ccd0da}html.theme--catppuccin-latte .help.is-primary,html.theme--catppuccin-latte .docstring>section>a.help.docs-sourcelink{color:#1e66f5}html.theme--catppuccin-latte .help.is-link{color:#1e66f5}html.theme--catppuccin-latte .help.is-info{color:#179299}html.theme--catppuccin-latte .help.is-success{color:#40a02b}html.theme--catppuccin-latte .help.is-warning{color:#df8e1d}html.theme--catppuccin-latte .help.is-danger{color:#d20f39}html.theme--catppuccin-latte .field:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.has-addons{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.has-addons .control:not(:last-child){margin-right:-1px}html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .button,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:not(:first-child):not(:last-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .select select{border-radius:0}html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:first-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .select select{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:last-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .select select{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-hovered:not([disabled]){z-index:2}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]){z-index:3}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]):hover{z-index:4}html.theme--catppuccin-latte .field.has-addons .control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.has-addons.has-addons-centered{justify-content:center}html.theme--catppuccin-latte .field.has-addons.has-addons-right{justify-content:flex-end}html.theme--catppuccin-latte .field.has-addons.has-addons-fullwidth .control{flex-grow:1;flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.is-grouped>.control{flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped>.control:not(:last-child){margin-bottom:0;margin-right:.75rem}html.theme--catppuccin-latte .field.is-grouped>.control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.is-grouped.is-grouped-centered{justify-content:center}html.theme--catppuccin-latte .field.is-grouped.is-grouped-right{justify-content:flex-end}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline{flex-wrap:wrap}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:last-child,html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:last-child{margin-bottom:-0.75rem}html.theme--catppuccin-latte 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.icon:only-child,html.theme--catppuccin-latte .navbar-link .icon:only-child{margin-left:-0.25rem;margin-right:-0.25rem}html.theme--catppuccin-latte a.navbar-item,html.theme--catppuccin-latte .navbar-link{cursor:pointer}html.theme--catppuccin-latte a.navbar-item:focus,html.theme--catppuccin-latte a.navbar-item:focus-within,html.theme--catppuccin-latte a.navbar-item:hover,html.theme--catppuccin-latte a.navbar-item.is-active,html.theme--catppuccin-latte .navbar-link:focus,html.theme--catppuccin-latte .navbar-link:focus-within,html.theme--catppuccin-latte .navbar-link:hover,html.theme--catppuccin-latte .navbar-link.is-active{background-color:rgba(0,0,0,0);color:#1e66f5}html.theme--catppuccin-latte .navbar-item{flex-grow:0;flex-shrink:0}html.theme--catppuccin-latte .navbar-item img{max-height:1.75rem}html.theme--catppuccin-latte .navbar-item.has-dropdown{padding:0}html.theme--catppuccin-latte .navbar-item.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .navbar-item.is-tab{border-bottom:1px solid transparent;min-height:4rem;padding-bottom:calc(0.5rem - 1px)}html.theme--catppuccin-latte .navbar-item.is-tab:focus,html.theme--catppuccin-latte .navbar-item.is-tab:hover{background-color:rgba(0,0,0,0);border-bottom-color:#1e66f5}html.theme--catppuccin-latte .navbar-item.is-tab.is-active{background-color:rgba(0,0,0,0);border-bottom-color:#1e66f5;border-bottom-style:solid;border-bottom-width:3px;color:#1e66f5;padding-bottom:calc(0.5rem - 3px)}html.theme--catppuccin-latte .navbar-content{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .navbar-link:not(.is-arrowless){padding-right:2.5em}html.theme--catppuccin-latte .navbar-link:not(.is-arrowless)::after{border-color:#fff;margin-top:-0.375em;right:1.125em}html.theme--catppuccin-latte .navbar-dropdown{font-size:0.875rem;padding-bottom:0.5rem;padding-top:0.5rem}html.theme--catppuccin-latte .navbar-dropdown .navbar-item{padding-left:1.5rem;padding-right:1.5rem}html.theme--catppuccin-latte .navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-latte .navbar>.container{display:block}html.theme--catppuccin-latte .navbar-brand .navbar-item,html.theme--catppuccin-latte .navbar-tabs .navbar-item{align-items:center;display:flex}html.theme--catppuccin-latte .navbar-link::after{display:none}html.theme--catppuccin-latte .navbar-menu{background-color:#1e66f5;box-shadow:0 8px 16px rgba(10,10,10,0.1);padding:0.5rem 0}html.theme--catppuccin-latte .navbar-menu.is-active{display:block}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch,html.theme--catppuccin-latte .navbar.is-fixed-top-touch{left:0;position:fixed;right:0;z-index:30}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch{bottom:0}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch.has-shadow{box-shadow:0 -2px 3px rgba(10,10,10,0.1)}html.theme--catppuccin-latte .navbar.is-fixed-top-touch{top:0}html.theme--catppuccin-latte .navbar.is-fixed-top .navbar-menu,html.theme--catppuccin-latte .navbar.is-fixed-top-touch .navbar-menu{-webkit-overflow-scrolling:touch;max-height:calc(100vh - 4rem);overflow:auto}html.theme--catppuccin-latte html.has-navbar-fixed-top-touch,html.theme--catppuccin-latte body.has-navbar-fixed-top-touch{padding-top:4rem}html.theme--catppuccin-latte html.has-navbar-fixed-bottom-touch,html.theme--catppuccin-latte body.has-navbar-fixed-bottom-touch{padding-bottom:4rem}}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .navbar,html.theme--catppuccin-latte .navbar-menu,html.theme--catppuccin-latte .navbar-start,html.theme--catppuccin-latte .navbar-end{align-items:stretch;display:flex}html.theme--catppuccin-latte .navbar{min-height:4rem}html.theme--catppuccin-latte .navbar.is-spaced{padding:1rem 2rem}html.theme--catppuccin-latte .navbar.is-spaced .navbar-start,html.theme--catppuccin-latte .navbar.is-spaced .navbar-end{align-items:center}html.theme--catppuccin-latte .navbar.is-spaced a.navbar-item,html.theme--catppuccin-latte .navbar.is-spaced .navbar-link{border-radius:.4em}html.theme--catppuccin-latte .navbar.is-transparent a.navbar-item:focus,html.theme--catppuccin-latte .navbar.is-transparent a.navbar-item:hover,html.theme--catppuccin-latte .navbar.is-transparent a.navbar-item.is-active,html.theme--catppuccin-latte .navbar.is-transparent .navbar-link:focus,html.theme--catppuccin-latte .navbar.is-transparent .navbar-link:hover,html.theme--catppuccin-latte .navbar.is-transparent .navbar-link.is-active{background-color:transparent !important}html.theme--catppuccin-latte .navbar.is-transparent .navbar-item.has-dropdown.is-active .navbar-link,html.theme--catppuccin-latte .navbar.is-transparent .navbar-item.has-dropdown.is-hoverable:focus .navbar-link,html.theme--catppuccin-latte .navbar.is-transparent .navbar-item.has-dropdown.is-hoverable:focus-within 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.navbar-dropdown.is-boxed,.navbar.is-spaced html.theme--catppuccin-latte .navbar-item.is-hoverable:hover .navbar-dropdown,html.theme--catppuccin-latte .navbar-item.is-hoverable:hover .navbar-dropdown.is-boxed{opacity:1;pointer-events:auto;transform:translateY(0)}html.theme--catppuccin-latte .navbar-menu{flex-grow:1;flex-shrink:0}html.theme--catppuccin-latte .navbar-start{justify-content:flex-start;margin-right:auto}html.theme--catppuccin-latte .navbar-end{justify-content:flex-end;margin-left:auto}html.theme--catppuccin-latte .navbar-dropdown{background-color:#1e66f5;border-bottom-left-radius:8px;border-bottom-right-radius:8px;border-top:1px solid rgba(0,0,0,0.2);box-shadow:0 8px 8px rgba(10,10,10,0.1);display:none;font-size:0.875rem;left:0;min-width:100%;position:absolute;top:100%;z-index:20}html.theme--catppuccin-latte .navbar-dropdown .navbar-item{padding:0.375rem 1rem;white-space:nowrap}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item{padding-right:3rem}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item:focus,html.theme--catppuccin-latte .navbar-dropdown a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#8c8fa1}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#1e66f5}.navbar.is-spaced html.theme--catppuccin-latte .navbar-dropdown,html.theme--catppuccin-latte .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-latte .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-latte .navbar-divider{display:block}html.theme--catppuccin-latte .navbar>.container .navbar-brand,html.theme--catppuccin-latte .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--catppuccin-latte .navbar>.container .navbar-menu,html.theme--catppuccin-latte .container>.navbar .navbar-menu{margin-right:-.75rem}html.theme--catppuccin-latte .navbar.is-fixed-bottom-desktop,html.theme--catppuccin-latte .navbar.is-fixed-top-desktop{left:0;position:fixed;right:0;z-index:30}html.theme--catppuccin-latte .navbar.is-fixed-bottom-desktop{bottom:0}html.theme--catppuccin-latte .navbar.is-fixed-bottom-desktop.has-shadow{box-shadow:0 -2px 3px rgba(10,10,10,0.1)}html.theme--catppuccin-latte .navbar.is-fixed-top-desktop{top:0}html.theme--catppuccin-latte html.has-navbar-fixed-top-desktop,html.theme--catppuccin-latte body.has-navbar-fixed-top-desktop{padding-top:4rem}html.theme--catppuccin-latte html.has-navbar-fixed-bottom-desktop,html.theme--catppuccin-latte body.has-navbar-fixed-bottom-desktop{padding-bottom:4rem}html.theme--catppuccin-latte html.has-spaced-navbar-fixed-top,html.theme--catppuccin-latte body.has-spaced-navbar-fixed-top{padding-top:6rem}html.theme--catppuccin-latte html.has-spaced-navbar-fixed-bottom,html.theme--catppuccin-latte body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-latte a.navbar-item.is-active,html.theme--catppuccin-latte .navbar-link.is-active{color:#1e66f5}html.theme--catppuccin-latte a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-latte .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-latte .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-latte .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-latte .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-latte .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-latte .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-latte .pagination.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-latte .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-latte .pagination.is-rounded .pagination-previous,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-latte .pagination.is-rounded .pagination-next,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-latte .pagination.is-rounded .pagination-link,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-latte .pagination,html.theme--catppuccin-latte .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next,html.theme--catppuccin-latte .pagination-link,html.theme--catppuccin-latte .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next,html.theme--catppuccin-latte .pagination-link{border-color:#acb0be;color:#1e66f5;min-width:2.5em}html.theme--catppuccin-latte .pagination-previous:hover,html.theme--catppuccin-latte .pagination-next:hover,html.theme--catppuccin-latte .pagination-link:hover{border-color:#9ca0b0;color:#04a5e5}html.theme--catppuccin-latte .pagination-previous:focus,html.theme--catppuccin-latte .pagination-next:focus,html.theme--catppuccin-latte .pagination-link:focus{border-color:#9ca0b0}html.theme--catppuccin-latte .pagination-previous:active,html.theme--catppuccin-latte .pagination-next:active,html.theme--catppuccin-latte .pagination-link:active{box-shadow:inset 0 1px 2px rgba(10,10,10,0.2)}html.theme--catppuccin-latte .pagination-previous[disabled],html.theme--catppuccin-latte .pagination-previous.is-disabled,html.theme--catppuccin-latte .pagination-next[disabled],html.theme--catppuccin-latte .pagination-next.is-disabled,html.theme--catppuccin-latte .pagination-link[disabled],html.theme--catppuccin-latte .pagination-link.is-disabled{background-color:#acb0be;border-color:#acb0be;box-shadow:none;color:#616587;opacity:0.5}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next{padding-left:.75em;padding-right:.75em;white-space:nowrap}html.theme--catppuccin-latte .pagination-link.is-current{background-color:#1e66f5;border-color:#1e66f5;color:#fff}html.theme--catppuccin-latte .pagination-ellipsis{color:#9ca0b0;pointer-events:none}html.theme--catppuccin-latte .pagination-list{flex-wrap:wrap}html.theme--catppuccin-latte .pagination-list li{list-style:none}@media screen and (max-width: 768px){html.theme--catppuccin-latte .pagination{flex-wrap:wrap}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .pagination-list li{flex-grow:1;flex-shrink:1}}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .pagination-list{flex-grow:1;flex-shrink:1;justify-content:flex-start;order:1}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next,html.theme--catppuccin-latte .pagination-link,html.theme--catppuccin-latte .pagination-ellipsis{margin-bottom:0;margin-top:0}html.theme--catppuccin-latte .pagination-previous{order:2}html.theme--catppuccin-latte .pagination-next{order:3}html.theme--catppuccin-latte .pagination{justify-content:space-between;margin-bottom:0;margin-top:0}html.theme--catppuccin-latte .pagination.is-centered .pagination-previous{order:1}html.theme--catppuccin-latte .pagination.is-centered .pagination-list{justify-content:center;order:2}html.theme--catppuccin-latte .pagination.is-centered .pagination-next{order:3}html.theme--catppuccin-latte .pagination.is-right .pagination-previous{order:1}html.theme--catppuccin-latte .pagination.is-right .pagination-next{order:2}html.theme--catppuccin-latte .pagination.is-right .pagination-list{justify-content:flex-end;order:3}}html.theme--catppuccin-latte .panel{border-radius:8px;box-shadow:#171717;font-size:1rem}html.theme--catppuccin-latte .panel:not(:last-child){margin-bottom:1.5rem}html.theme--catppuccin-latte .panel.is-white .panel-heading{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .panel.is-white .panel-tabs a.is-active{border-bottom-color:#fff}html.theme--catppuccin-latte .panel.is-white .panel-block.is-active .panel-icon{color:#fff}html.theme--catppuccin-latte .panel.is-black .panel-heading{background-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .panel.is-black .panel-tabs a.is-active{border-bottom-color:#0a0a0a}html.theme--catppuccin-latte .panel.is-black .panel-block.is-active .panel-icon{color:#0a0a0a}html.theme--catppuccin-latte .panel.is-light .panel-heading{background-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .panel.is-light .panel-tabs a.is-active{border-bottom-color:#f5f5f5}html.theme--catppuccin-latte .panel.is-light .panel-block.is-active .panel-icon{color:#f5f5f5}html.theme--catppuccin-latte .panel.is-dark .panel-heading,html.theme--catppuccin-latte .content kbd.panel .panel-heading{background-color:#ccd0da;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .panel.is-dark .panel-tabs a.is-active,html.theme--catppuccin-latte .content kbd.panel .panel-tabs a.is-active{border-bottom-color:#ccd0da}html.theme--catppuccin-latte .panel.is-dark .panel-block.is-active .panel-icon,html.theme--catppuccin-latte .content kbd.panel .panel-block.is-active .panel-icon{color:#ccd0da}html.theme--catppuccin-latte .panel.is-primary .panel-heading,html.theme--catppuccin-latte .docstring>section>a.panel.docs-sourcelink .panel-heading{background-color:#1e66f5;color:#fff}html.theme--catppuccin-latte .panel.is-primary .panel-tabs a.is-active,html.theme--catppuccin-latte .docstring>section>a.panel.docs-sourcelink .panel-tabs a.is-active{border-bottom-color:#1e66f5}html.theme--catppuccin-latte .panel.is-primary .panel-block.is-active .panel-icon,html.theme--catppuccin-latte .docstring>section>a.panel.docs-sourcelink .panel-block.is-active .panel-icon{color:#1e66f5}html.theme--catppuccin-latte .panel.is-link .panel-heading{background-color:#1e66f5;color:#fff}html.theme--catppuccin-latte .panel.is-link .panel-tabs a.is-active{border-bottom-color:#1e66f5}html.theme--catppuccin-latte .panel.is-link .panel-block.is-active .panel-icon{color:#1e66f5}html.theme--catppuccin-latte .panel.is-info 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kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-dark.is-outlined[disabled],html.theme--catppuccin-macchiato .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-macchiato .content kbd.button.is-outlined{background-color:transparent;border-color:#363a4f;box-shadow:none;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #363a4f #363a4f !important}html.theme--catppuccin-macchiato 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.button.is-link.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-link.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-link.is-outlined.is-focused{background-color:#8aadf4;border-color:#8aadf4;color:#fff}html.theme--catppuccin-macchiato .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #8aadf4 #8aadf4 !important}html.theme--catppuccin-macchiato .button.is-link.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-link.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-link.is-outlined{background-color:transparent;border-color:#8aadf4;box-shadow:none;color:#8aadf4}html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#8aadf4}html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #8aadf4 #8aadf4 !important}html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-link.is-light{background-color:#ecf2fd;color:#0e3b95}html.theme--catppuccin-macchiato .button.is-link.is-light:hover,html.theme--catppuccin-macchiato .button.is-link.is-light.is-hovered{background-color:#e1eafc;border-color:transparent;color:#0e3b95}html.theme--catppuccin-macchiato .button.is-link.is-light:active,html.theme--catppuccin-macchiato .button.is-link.is-light.is-active{background-color:#d5e2fb;border-color:transparent;color:#0e3b95}html.theme--catppuccin-macchiato 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.button.is-info{background-color:#8bd5ca;border-color:#8bd5ca;box-shadow:none}html.theme--catppuccin-macchiato .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-focused{background-color:#8bd5ca;border-color:#8bd5ca;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-light{background-color:#f0faf8;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:hover,html.theme--catppuccin-macchiato .button.is-info.is-light.is-hovered{background-color:#e7f6f4;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:active,html.theme--catppuccin-macchiato .button.is-info.is-light.is-active{background-color:#ddf3f0;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:hover,html.theme--catppuccin-macchiato .button.is-success.is-hovered{background-color:#9ed78c;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus,html.theme--catppuccin-macchiato .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus:not(:active),html.theme--catppuccin-macchiato .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,218,149,0.25)}html.theme--catppuccin-macchiato .button.is-success:active,html.theme--catppuccin-macchiato .button.is-success.is-active{background-color:#96d382;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:#a6da95;box-shadow:none}html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-focused{background-color:#a6da95;border-color:#a6da95;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-light{background-color:#f2faf0;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:hover,html.theme--catppuccin-macchiato .button.is-success.is-light.is-hovered{background-color:#eaf6e6;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:active,html.theme--catppuccin-macchiato .button.is-success.is-light.is-active{background-color:#e2f3dd;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:hover,html.theme--catppuccin-macchiato .button.is-warning.is-hovered{background-color:#eccf94;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus,html.theme--catppuccin-macchiato .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus:not(:active),html.theme--catppuccin-macchiato .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(238,212,159,0.25)}html.theme--catppuccin-macchiato .button.is-warning:active,html.theme--catppuccin-macchiato .button.is-warning.is-active{background-color:#eaca89;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:#eed49f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-focused{background-color:#eed49f;border-color:#eed49f;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-light{background-color:#fcf7ee;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:hover,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-hovered{background-color:#faf2e3;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:active,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-active{background-color:#f8eed8;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:hover,html.theme--catppuccin-macchiato .button.is-danger.is-hovered{background-color:#eb7c8c;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus,html.theme--catppuccin-macchiato .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus:not(:active),html.theme--catppuccin-macchiato .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(237,135,150,0.25)}html.theme--catppuccin-macchiato .button.is-danger:active,html.theme--catppuccin-macchiato .button.is-danger.is-active{background-color:#ea7183;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:#ed8796;box-shadow:none}html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-outlined:hover,html.theme--catppuccin-macchiato 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.button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-light{background-color:#fcedef;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:hover,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-hovered{background-color:#fbe2e6;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:active,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-active{background-color:#f9d7dc;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-small:not(.is-rounded),html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .button.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .button.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .button.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button{background-color:#6e738d;border-color:#5b6078;box-shadow:none;opacity:.5}html.theme--catppuccin-macchiato .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-macchiato .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-macchiato .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-macchiato .button.is-static{background-color:#1e2030;border-color:#5b6078;color:#8087a2;box-shadow:none;pointer-events:none}html.theme--catppuccin-macchiato .button.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-macchiato .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-macchiato .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-macchiato .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-macchiato .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-macchiato .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-macchiato .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-macchiato .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-macchiato .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-macchiato .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-macchiato .buttons.has-addons .button:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-macchiato .buttons.has-addons .button:focus,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-focused,html.theme--catppuccin-macchiato .buttons.has-addons .button:active,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-active,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-macchiato .buttons.has-addons .button:focus:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button:active:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-macchiato .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-macchiato .buttons.is-centered{justify-content:center}html.theme--catppuccin-macchiato .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-macchiato .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-macchiato .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-macchiato .button.is-responsive.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-macchiato .button.is-responsive,html.theme--catppuccin-macchiato .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-macchiato .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-macchiato .button.is-responsive.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-macchiato .button.is-responsive,html.theme--catppuccin-macchiato .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-macchiato .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-macchiato .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-macchiato .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-macchiato .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-macchiato .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-macchiato .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-macchiato .content li+li{margin-top:0.25em}html.theme--catppuccin-macchiato .content p:not(:last-child),html.theme--catppuccin-macchiato .content dl:not(:last-child),html.theme--catppuccin-macchiato .content ol:not(:last-child),html.theme--catppuccin-macchiato .content ul:not(:last-child),html.theme--catppuccin-macchiato .content blockquote:not(:last-child),html.theme--catppuccin-macchiato .content pre:not(:last-child),html.theme--catppuccin-macchiato .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-macchiato .content h1,html.theme--catppuccin-macchiato .content h2,html.theme--catppuccin-macchiato .content h3,html.theme--catppuccin-macchiato .content h4,html.theme--catppuccin-macchiato .content h5,html.theme--catppuccin-macchiato .content h6{color:#cad3f5;font-weight:600;line-height:1.125}html.theme--catppuccin-macchiato .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-macchiato .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-macchiato .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-macchiato .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-macchiato .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-macchiato .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-macchiato .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-macchiato .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-macchiato .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-macchiato .content blockquote{background-color:#1e2030;border-left:5px solid #5b6078;padding:1.25em 1.5em}html.theme--catppuccin-macchiato .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-macchiato .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-macchiato .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-macchiato .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-macchiato .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-macchiato .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-macchiato .content ul ul ul{list-style-type:square}html.theme--catppuccin-macchiato .content dd{margin-left:2em}html.theme--catppuccin-macchiato .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-macchiato .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-macchiato .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-macchiato .content figure img{display:inline-block}html.theme--catppuccin-macchiato .content figure figcaption{font-style:italic}html.theme--catppuccin-macchiato .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-macchiato .content sup,html.theme--catppuccin-macchiato .content sub{font-size:75%}html.theme--catppuccin-macchiato .content table{width:100%}html.theme--catppuccin-macchiato .content table td,html.theme--catppuccin-macchiato .content table th{border:1px solid #5b6078;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-macchiato .content table th{color:#b5c1f1}html.theme--catppuccin-macchiato .content table th:not([align]){text-align:inherit}html.theme--catppuccin-macchiato .content table thead td,html.theme--catppuccin-macchiato .content table thead th{border-width:0 0 2px;color:#b5c1f1}html.theme--catppuccin-macchiato .content table tfoot td,html.theme--catppuccin-macchiato .content table tfoot th{border-width:2px 0 0;color:#b5c1f1}html.theme--catppuccin-macchiato .content table tbody tr:last-child td,html.theme--catppuccin-macchiato .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-macchiato .content .tabs li+li{margin-top:0}html.theme--catppuccin-macchiato .content.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-macchiato .content.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .content.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .content.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-macchiato .icon.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-macchiato .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-macchiato .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-macchiato .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-macchiato .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-macchiato .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-macchiato .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-macchiato div.icon-text{display:flex}html.theme--catppuccin-macchiato .image,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-macchiato .image img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-macchiato .image img.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-macchiato .image.is-fullwidth,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-macchiato .image.is-square img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-macchiato .image.is-square .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-macchiato .image.is-1by1 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--catppuccin-macchiato .image.is-1by1 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--catppuccin-macchiato .image.is-5by4 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-5by4 img,html.theme--catppuccin-macchiato .image.is-5by4 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-5by4 .has-ratio,html.theme--catppuccin-macchiato .image.is-4by3 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-4by3 img,html.theme--catppuccin-macchiato .image.is-4by3 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-4by3 .has-ratio,html.theme--catppuccin-macchiato .image.is-3by2 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-3by2 img,html.theme--catppuccin-macchiato .image.is-3by2 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-3by2 .has-ratio,html.theme--catppuccin-macchiato .image.is-5by3 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-macchiato .image.is-5by3 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-macchiato .image.is-16by9 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-macchiato .image.is-16by9 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-macchiato .image.is-2by1 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-macchiato .image.is-2by1 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-macchiato .image.is-3by1 img,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-macchiato .image.is-3by1 .has-ratio,html.theme--catppuccin-macchiato #documenter .docs-sidebar .docs-logo>img.is-3by1 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select[disabled]:-moz-placeholder,html.theme--catppuccin-macchiato .textarea[disabled]:-moz-placeholder,html.theme--catppuccin-macchiato .input[disabled]:-moz-placeholder,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input[disabled]:-moz-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato .select select:-moz-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato .textarea:-moz-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato .input:-moz-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input:-moz-placeholder{color:rgba(245,247,253,0.3)}html.theme--catppuccin-macchiato .select select[disabled]:-ms-input-placeholder,html.theme--catppuccin-macchiato .textarea[disabled]:-ms-input-placeholder,html.theme--catppuccin-macchiato .input[disabled]:-ms-input-placeholder,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input[disabled]:-ms-input-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato .select select:-ms-input-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato .textarea:-ms-input-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato .input:-ms-input-placeholder,fieldset[disabled] html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input:-ms-input-placeholder{color:rgba(245,247,253,0.3)}html.theme--catppuccin-macchiato .textarea,html.theme--catppuccin-macchiato .input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input{box-shadow:inset 0 0.0625em 0.125em rgba(10,10,10,0.05);max-width:100%;width:100%}html.theme--catppuccin-macchiato .textarea[readonly],html.theme--catppuccin-macchiato .input[readonly],html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input[readonly]{box-shadow:none}html.theme--catppuccin-macchiato 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form.docs-search>input.is-active{box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-macchiato .is-black.textarea,html.theme--catppuccin-macchiato .is-black.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black{border-color:#0a0a0a}html.theme--catppuccin-macchiato .is-black.textarea:focus,html.theme--catppuccin-macchiato .is-black.input:focus,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:focus,html.theme--catppuccin-macchiato .is-black.is-focused.textarea,html.theme--catppuccin-macchiato .is-black.is-focused.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-focused,html.theme--catppuccin-macchiato .is-black.textarea:active,html.theme--catppuccin-macchiato .is-black.input:active,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:active,html.theme--catppuccin-macchiato 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kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .content 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html.theme--catppuccin-mocha .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-link.is-light{background-color:#ebf3fe;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:hover,html.theme--catppuccin-mocha .button.is-link.is-light.is-hovered{background-color:#dfebfe;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:active,html.theme--catppuccin-mocha .button.is-link.is-light.is-active{background-color:#d3e3fd;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:hover,html.theme--catppuccin-mocha .button.is-info.is-hovered{background-color:#8adfd1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus,html.theme--catppuccin-mocha .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus:not(:active),html.theme--catppuccin-mocha .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(148,226,213,0.25)}html.theme--catppuccin-mocha .button.is-info:active,html.theme--catppuccin-mocha .button.is-info.is-active{background-color:#80ddcd;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:#94e2d5;box-shadow:none}html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-focused{background-color:#94e2d5;border-color:#94e2d5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-light{background-color:#effbf9;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:hover,html.theme--catppuccin-mocha .button.is-info.is-light.is-hovered{background-color:#e5f8f5;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:active,html.theme--catppuccin-mocha .button.is-info.is-light.is-active{background-color:#dbf5f1;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:hover,html.theme--catppuccin-mocha .button.is-success.is-hovered{background-color:#9de097;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus,html.theme--catppuccin-mocha .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus:not(:active),html.theme--catppuccin-mocha .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,227,161,0.25)}html.theme--catppuccin-mocha .button.is-success:active,html.theme--catppuccin-mocha .button.is-success.is-active{background-color:#93dd8d;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:#a6e3a1;box-shadow:none}html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-focused{background-color:#a6e3a1;border-color:#a6e3a1;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-light{background-color:#f0faef;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:hover,html.theme--catppuccin-mocha .button.is-success.is-light.is-hovered{background-color:#e7f7e5;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:active,html.theme--catppuccin-mocha .button.is-success.is-light.is-active{background-color:#def4dc;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:hover,html.theme--catppuccin-mocha .button.is-warning.is-hovered{background-color:#f8dea3;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus,html.theme--catppuccin-mocha .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus:not(:active),html.theme--catppuccin-mocha .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(249,226,175,0.25)}html.theme--catppuccin-mocha .button.is-warning:active,html.theme--catppuccin-mocha .button.is-warning.is-active{background-color:#f7d997;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:#f9e2af;box-shadow:none}html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-focused{background-color:#f9e2af;border-color:#f9e2af;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-light{background-color:#fef8ec;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:hover,html.theme--catppuccin-mocha .button.is-warning.is-light.is-hovered{background-color:#fdf4e0;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:active,html.theme--catppuccin-mocha .button.is-warning.is-light.is-active{background-color:#fcf0d4;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:hover,html.theme--catppuccin-mocha .button.is-danger.is-hovered{background-color:#f27f9f;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus,html.theme--catppuccin-mocha .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus:not(:active),html.theme--catppuccin-mocha .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(243,139,168,0.25)}html.theme--catppuccin-mocha .button.is-danger:active,html.theme--catppuccin-mocha .button.is-danger.is-active{background-color:#f17497;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:#f38ba8;box-shadow:none}html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-focused{background-color:#f38ba8;border-color:#f38ba8;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-light{background-color:#fdedf1;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:hover,html.theme--catppuccin-mocha .button.is-danger.is-light.is-hovered{background-color:#fce1e8;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:active,html.theme--catppuccin-mocha .button.is-danger.is-light.is-active{background-color:#fbd5e0;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-mocha .button.is-small:not(.is-rounded),html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .button.is-normal{font-size:1rem}html.theme--catppuccin-mocha .button.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .button.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button{background-color:#6c7086;border-color:#585b70;box-shadow:none;opacity:.5}html.theme--catppuccin-mocha .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-mocha .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-mocha .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-mocha .button.is-static{background-color:#181825;border-color:#585b70;color:#7f849c;box-shadow:none;pointer-events:none}html.theme--catppuccin-mocha .button.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-mocha .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-mocha .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-mocha .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-mocha .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-mocha .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-mocha .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-mocha .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-mocha .buttons.has-addons .button:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-mocha .buttons.has-addons .button:focus,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused,html.theme--catppuccin-mocha .buttons.has-addons .button:active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-mocha .buttons.has-addons .button:focus:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-mocha .buttons.has-addons .button:active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-mocha .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-mocha .buttons.is-centered{justify-content:center}html.theme--catppuccin-mocha .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-mocha .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-mocha .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-mocha .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-mocha .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-mocha .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-mocha .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-mocha .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-mocha .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-mocha .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-mocha .content li+li{margin-top:0.25em}html.theme--catppuccin-mocha .content p:not(:last-child),html.theme--catppuccin-mocha .content dl:not(:last-child),html.theme--catppuccin-mocha .content ol:not(:last-child),html.theme--catppuccin-mocha .content ul:not(:last-child),html.theme--catppuccin-mocha .content blockquote:not(:last-child),html.theme--catppuccin-mocha .content pre:not(:last-child),html.theme--catppuccin-mocha .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-mocha .content h1,html.theme--catppuccin-mocha .content h2,html.theme--catppuccin-mocha .content h3,html.theme--catppuccin-mocha .content h4,html.theme--catppuccin-mocha .content h5,html.theme--catppuccin-mocha .content h6{color:#cdd6f4;font-weight:600;line-height:1.125}html.theme--catppuccin-mocha .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-mocha .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-mocha .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-mocha .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-mocha .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-mocha .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-mocha .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-mocha .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-mocha .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-mocha .content blockquote{background-color:#181825;border-left:5px solid #585b70;padding:1.25em 1.5em}html.theme--catppuccin-mocha .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-mocha .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-mocha .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-mocha .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-mocha .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-mocha .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-mocha .content ul ul ul{list-style-type:square}html.theme--catppuccin-mocha .content dd{margin-left:2em}html.theme--catppuccin-mocha .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-mocha .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-mocha .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-mocha .content figure img{display:inline-block}html.theme--catppuccin-mocha .content figure figcaption{font-style:italic}html.theme--catppuccin-mocha .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-mocha .content sup,html.theme--catppuccin-mocha .content sub{font-size:75%}html.theme--catppuccin-mocha .content table{width:100%}html.theme--catppuccin-mocha .content table 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.content.is-normal{font-size:1rem}html.theme--catppuccin-mocha .content.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .content.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-mocha .icon.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-mocha .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-mocha .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-mocha .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-mocha .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-mocha .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-mocha .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-mocha div.icon-text{display:flex}html.theme--catppuccin-mocha .image,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-mocha .image img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-mocha .image img.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-mocha .image.is-fullwidth,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-mocha .image.is-square img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-mocha .image.is-square .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-mocha .image.is-1by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar 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.has-ratio,html.theme--catppuccin-mocha .image.is-5by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-mocha .image.is-5by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-mocha .image.is-16by9 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-mocha .image.is-16by9 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-mocha .image.is-2by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-mocha .image.is-2by1 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-mocha .image.is-3by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-mocha 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img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-mocha .image.is-3by5 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-mocha .image.is-9by16 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-mocha .image.is-9by16 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-mocha .image.is-1by2 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-mocha .image.is-1by2 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-mocha .image.is-1by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-mocha .image.is-1by3 .has-ratio,html.theme--catppuccin-mocha 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html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fbefef;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#f8e6e5;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#f6dcda;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 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.button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark 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pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark 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img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--documenter-dark .image img.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 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PALEOboxes.jl

PALEOboxes.jl provides the model coupler for the PALEO model framework.

PALEO provides a toolkit for constructing biogeochemical reaction-transport models of Earth system components (eg atmosphere, ocean, sediment) as a well as coupled Earth system configurations. Model structure as well as parameters are described by a configuration file, making it straightforward to add and remove biogeochemical tracers and their interactions, change the representation of eg ocean circulation, and couple components together.

diff --git a/v0.21.39/indexpage/index.html b/v0.21.39/indexpage/index.html new file mode 100644 index 00000000..b2c42a73 --- /dev/null +++ b/v0.21.39/indexpage/index.html @@ -0,0 +1,2 @@ + +Index · PALEOboxes Documentation
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Index

diff --git a/v0.21.39/objects.inv b/v0.21.39/objects.inv new file mode 100644 index 00000000..2886b97b Binary files /dev/null and b/v0.21.39/objects.inv differ diff --git a/v0.21.39/paleo_references.bib b/v0.21.39/paleo_references.bib new file mode 100644 index 00000000..620cf5b4 --- /dev/null +++ b/v0.21.39/paleo_references.bib @@ -0,0 +1,13 @@ +@article{Bergman2004, +author = {Bergman, N. M. and Lenton, Timothy M and Watson, Andrew J}, +doi = {10.2475/ajs.304.5.397}, +issn = {0002-9599}, +journal = {American Journal of Science}, +month = {may}, +number = {5}, +pages = {397--437}, +title = {{COPSE: A new model of biogeochemical cycling over Phanerozoic time}}, +url = {http://www.ajsonline.org/cgi/doi/10.2475/ajs.304.5.397}, +volume = {304}, +year = {2004} +} diff --git a/v0.21.39/search_index.js b/v0.21.39/search_index.js new file mode 100644 index 00000000..c1cacb98 --- /dev/null +++ b/v0.21.39/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"CreateInitializeLoop/#Control-flow","page":"Control flow","title":"Control flow","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"CreateInitializeLoop/#Model-Creation","page":"Control flow","title":"Model Creation","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"A YAML format configuration file defines both the model structure (spatial domains containing biogeochemical variables and reactions that operate on them) and model parameter values. Reactions (subtypes of AbstractReaction) are identified by Type name (without module prefix) in the configuration file.","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"To create the model, the numerical solver or host should call create_model_from_config which reads the configuration file, and then:","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"creates model Domains and Reactions (subtypes of AbstractReaction), applying any Parameters settings from the parameters: sections in the config file.\ncalls set_model_geometry allowing Reactions to create and attach Grids (AbstractMesh subtypes) defining Domain sizes.\ncalls register_methods! on each Reaction, allowing Reactions to define local VariableReactions and register ReactionMethods. ReactionMethods can be added to one of three groups, by calling add_method_setup! (called during model setup), add_method_initialize! (called at start of main loop) add_method_do! (called during main loop).\nlinks VariableReactions to VariableDomains, applying any renaming from the variable_links: sections in the config file.\ncalls register_dynamic_methods! on each Reaction, allowing Reactions to create VariableReactions and register ReactionMethods that depend on VariableDomains created by other Reactions.\nrelinks VariableReactions to VariableDomains to include these additional VariableReactions \nsorts each group of ReactionMethods into dispatch order based on dependencies between Variables, storing the sorted lists in the Model struct.","category":"page"},{"location":"CreateInitializeLoop/#Model-initialisation","page":"Control flow","title":"Model initialisation","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"To initialise the model, the numerical solver or host should then:","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"call create_modeldata to create a ModelData struct that will store data Arrays for model Variables. A default Vector of CellRanges covering the whole model, generated by create_default_cellrange, is also stored in the cellranges_all field of the ModelData struct.\ncall allocate_variables! to allocate memory for model Variables, storing these Array references in the ModelData struct.\ncall check_ready to check that all Variables are allocated.\ncall initialize_reactiondata! to:\nstore sorted lists of ReactionMethods and corresponding Variable array accessors in the ModelData struct. A ReactionMethod may include a prepare function to include additional buffers etc.\ncall create_dispatch_methodlists to compile default model-wide lists of initialize and do methods + corresponding Variable array accessors and CellRanges. This is stored as the in the dispatchlists_all of the ModelData struct.\ncall check_configuration to call any optional check_configuration Reaction methods to validate the model configuration.\ncall dispatch_setup with attribute_name = :setup, which calls Reaction setup methods (registered by add_method_setup!) to initialise any internal Reaction state and any non-state Variables (eg grid variables).","category":"page"},{"location":"CreateInitializeLoop/#State-Variable-initialization","page":"Control flow","title":"State Variable initialization","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"To initialise state Variables and perform any Reaction-specific initialisation, the numerical solver or host should:","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"call dispatch_setup with attribute_name = :norm_value. These Reaction setup methods should set state Variables according to the :norm_value Variable attribute (which can be set in the variable_attributes: section of the config file). Reactions may also use these values internally.\noptionally (if normalisation values are required by a numerical solver), copy the Variable normalisation values from the arrays in ModelData to the solver.\noptionally call dispatch_setup with attribute_name = :initial_value to set state Variables according to the :initial_value Variable attribute (which can be set in the variable_attributes: section of the config file).","category":"page"},{"location":"CreateInitializeLoop/#Main-loop","page":"Control flow","title":"Main loop","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"To calculate the model derivative, the numerical solver or host should:","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"call do_deriv to call lists of initialize and do methods created by create_dispatch_methodlists","category":"page"},{"location":"CreateInitializeLoop/#Additional-notes","page":"Control flow","title":"Additional notes","text":"","category":"section"},{"location":"CreateInitializeLoop/#Operator-splitting-and-Domain-tiling:-Reaction-and-Domain-subsets","page":"Control flow","title":"Operator splitting and Domain tiling: Reaction and Domain subsets","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"The default initialisation described above calculates the model derivative for all model Reactions for all Domains, using the cellranges_all, and dispatchlists_all fields of the ModelData struct. A custom Vector of CellRanges can be used to select a subset of ReactionMethods by Domain and operatorID, eg to implement operator splitting. Tiles within Domain eg to implement Domain decomposition for a multithreaded model can be defined by specifying CellRanges with a subset of cell indices within Domains.","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"The custom Vector of CellRanges should then be supplied to ","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"create_dispatch_methodlists to create lists of methods + corresponding CellRanges which can then be supplied to do_deriv for the model main loop.\nOptionally to VariableAggregators to create subsets of Variables and tiles within Domains for a numerical solver.","category":"page"},{"location":"CreateInitializeLoop/#Multithreaded-models","page":"Control flow","title":"Multithreaded models","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"To use with a multithreaded solver eg for a spatially tiled model:","category":"page"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"Set the global parameter threadsafe=true in the YAML file before calling create_model_from_config. This is used by Reactions that require special handling eg atomic operations to maintain thread safety (usually those with scalar accumulator variables for totals etc).\nSupply a method_barrier implementing a thread barrier function to initialize_reactiondata!. Reactions are sorted into groups, where each group has no dependencies and later groups depend on earlier ones. The method_barrier will be inserted between these groups of independent Reactions.","category":"page"},{"location":"CreateInitializeLoop/#Automatic-differentiation","page":"Control flow","title":"Automatic differentiation","text":"","category":"section"},{"location":"CreateInitializeLoop/","page":"Control flow","title":"Control flow","text":"Set eltype when calling create_modeldata to the appropriate dual number type for a (forward) automatic differentation implementation. All model arrays are held in the created ModelData struct and multiple ModelData instances can be created, allowing a combination of eg AD Jacobian and standard derivative calculations with different array types.","category":"page"},{"location":"References/#References","page":"References","title":"References","text":"","category":"section"},{"location":"References/","page":"References","title":"References","text":"Bergman, N. M.; Lenton, T. M. and Watson, A. J. (2004). COPSE: A new model of biogeochemical cycling over Phanerozoic time. American Journal of Science 304, 397–437.\n\n\n\n","category":"page"},{"location":"indexpage/#Index","page":"Index","title":"Index","text":"","category":"section"},{"location":"indexpage/","page":"Index","title":"Index","text":"","category":"page"},{"location":"DesignOverview/#PALEOboxes-coupler-design","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"A PALEO Model contains Domains, each of which contain Variables defining Fields containing Data arrays, and Reactions with ReactionMethods that operate on the Variables to calculate model time evolution.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"The PALEOboxes Julia package (abbreviated to PB in the PALEO code) implements a coupler that provides a unified mechanism for","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"‘low-level’ coupling (e.g. linking individual redox Reactions within a Domain), on which is built\n‘module-level’ coupling (linking e.g. atmosphere and ocean components) based on standardising names for communicating fluxes, and which enables\nseparation of biogeochemical reaction and transport. ","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"A YAML format configuration file then defines both the model structure (spatial domains containing biogeochemical variables and reactions that operate on them) and model parameter values.","category":"page"},{"location":"DesignOverview/#Composing-Reactions-and-Variables-within-a-[Domain](@ref)","page":"PALEOboxes coupler design","title":"Composing Reactions and Variables within a Domain","text":"","category":"section"},{"location":"DesignOverview/#Figure-1","page":"PALEOboxes coupler design","title":"Figure 1","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"(Image: )","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"The PALEOboxes object model illustrated by a fragment of a marine biogeochemical model representing two phytoplankton populations competing for the same nutrient. The Ocean Domain contains two Reactions phytA and phytB, and three state Variables P, phytA and phytB with paired time derivatives P_sms, phytA_sms and phytB_sms. The Reactions are both instances of the same class PaleoReactionSimplePhyt, with a Parameter k_P, and a single method. The ReactionMethod defines interactions with a nutrient P via a Variable Dependency P and a Variable Contributor P_sms, and a population represented by Variable Dependency phyt and Contributor phyt_sms. P and P_sms from each PaleoReactionSimplePhyt instance are linked at run time to the same Domain Variables P and P_sms, using the default names from the PaleoReactionSimplePhyt code. phyt and phyt_sms are renamed in the configuration file to two different pairs of Domain Variables phytA, phytA_sms and phytB, phytB_sms, hence representing two distinct phytoplankton populations.","category":"page"},{"location":"DesignOverview/#Reactions-and-ReactionMethods","page":"PALEOboxes coupler design","title":"Reactions and ReactionMethods","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Reactions contain Parameters and are implemented as subtypes of AbstractReaction along with associated methods. ReactionMethods and VariableReactions are created by Reactions during model initialization. All PALEO model time evolution (including external prescribed forcing, biogeochemistry, transport within eg an ocean Domain) is then implemented by the ReactionMethods as they are called during the model main loop.","category":"page"},{"location":"DesignOverview/#Biogeochemical-Variables","page":"PALEOboxes coupler design","title":"Biogeochemical Variables","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Variables defined as VariableReactions are then linked within (or across) Domains, creating corresponding VariableDomains. Linking of Variables is based on names (as text strings). Default names are encoded in the Reaction implementations (with standard names for e.g. chemical species such as O2, DIC marine tracers), and can be overridden in the configuration file. This is analogous to the use of ‘dummy variables’ in a Fortran or Python function call, and allows (i) a combination of default names for commonly-used biogeochemical variables (‘P’, ‘SO4’ etc), with (ii) renamed variables to allow multiple Reaction instances (e.g. two phytoplankton populations with state variable names and parameter choices for the same Reaction implementation), or (iii) enable rerouting of fluxes and dependencies that are specific to the model configuration, or (iv) sort out name conflicts where no default names have been established.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Variables are classified into two pairings: Properties with Dependencies (shown shaded green in Figure 1, linked at run time to Domain VariableDomPropDeps), or flux Targets and Contributors (shaded pink in Figure 1, linked at run-time to Domain VariableDomContribTargets). This classification retains flexibility while providing sufficient information to allow automatic detection of errors in model specification (for example, a Dependency with no Property, or a flux Contributor with no Target), and automatic scheduling of Reactions within the model main loop (as a Reaction that defines a Property must be executed before a Reaction that Depends on this property).","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Variables can specify metadata as an extensible list of attributes which can then be queried (using get_attribute) and filtered on (using get_variables) during model configuration and initialisation. This enables the labelling of groups of variables (e.g. the :advect and :vertical_motion attributes are used by a Reaction implementing ocean transport to identify those state variables representing solutes that should be transported; the :vfunction attribute is used by numerical solvers to identify state variables and their time derivatives).","category":"page"},{"location":"DesignOverview/#Spatially-resolved-Domains-and-Grids","page":"PALEOboxes coupler design","title":"Spatially-resolved Domains and Grids","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Domains may contain a Grid (a subtype of AbstractMesh) to define a spatially-resolved Domain containing multiple cells.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Three-dimensional Domains (eg ocean) are associated with two-dimensional boundary Domains (eg oceansurface, oceanfloor), and also provide Subdomains (subtypes of AbstractSubdomain, eg ocean.oceansurface, ocean.oceanfloor) that specify the subset of 3D ocean cells adjacent to the 2D boundaries.","category":"page"},{"location":"DesignOverview/#Fields-and-Data","page":"PALEOboxes coupler design","title":"Fields and Data","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Variables contain Fields which represent data (a subtype of AbstractData defined by the :field_data ttribute) in a function space (a subtype of AbstractSpace defined by the :space attribute).","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"The AbstractSpace subtype (see Spaces) can define a per-Domain (ScalarSpace) or per-cell (CellSpace) quantity, where the number of cells is defined by the Domain grid.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"The AbstractData subtype (see Data types) defines the information that is stored per Domain or per grid cell. ScalarData defines one value, ArrayScalarData an array of scalar values eg for intensity on a wavelength grid, and AbstractIsotopeScalar a multiple-component isotope system (see Isotopes).","category":"page"},{"location":"DesignOverview/#Coupling-Spatial-Domains","page":"PALEOboxes coupler design","title":"Coupling Spatial Domains","text":"","category":"section"},{"location":"DesignOverview/#Figure-2","page":"PALEOboxes coupler design","title":"Figure 2","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"(Image: )","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Defining and coupling spatial Domains. The four Domains atm, oceansurface, ocean and fluxAtmOceansurface are defined in the model configuration file. The first three of these contain arbitrary biogeochemical Reactions and Variables. Domain fluxAtmOceansurface contains only a FluxTarget Reaction and a set of Target Variables fluxO2. Exchange fluxes are accumulated into these flux Variables (in this case, produced by air-sea exchange reactions in the oceansurface Domain), and then redistributed to atm and ocean by the FluxTransfer Reactions taking account of mapping between Domain dimensions.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Coupling between Earth system components is provided by Fluxes, implemented by Fluxes.ReactionFluxTargets (Figure 2) that provide a set of flux Target Variables in nominated flux coupler Domains, and Fluxes.ReactionFluxTransfer that then transfer fluxes (with appropriate mapping) to a different Domain.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"Variable text names may be referred to from other Domains by prefixing with Domain and Subdomain names (eg ocean.P_conc links to the 3D ocean interior Variable P_conc, ocean.oceansurface.O2_conc links to the ocean oxygen concentration for the 2D subset of ocean cells adjacent to the oceansurface boundary).","category":"page"},{"location":"DesignOverview/#Separating-time-integration,-reaction,-and-transport","page":"PALEOboxes coupler design","title":"Separating time integration, reaction, and transport","text":"","category":"section"},{"location":"DesignOverview/#Figure-3","page":"PALEOboxes coupler design","title":"Figure 3","text":"","category":"section"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"(Image: ) Examples of model configurations with different reaction/transport partitioning: a) a configuration with offline transport and forcing provided by Reactions within the PALEO framework. The only external dependencies are state variables and derivatives, with time integration provided by a standard ODE solver such as CVODE and the overall model workflow (initialisation, solution, output) managed by the PALEOmodel package. b) an ocean-only model embedded in a GCM host which provides transport and physical properties such as temperature and sequences the model workflow.","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"The :vfunction Variable attribute is used to identify pairs of state variables (labelled with :vfunction = VF_StateExplicit) and their corresponding time derivatives (labelled with :vfunction = VF_Deriv). Algebraic constraints are defined by Variables labelled with :vfunction = VF_Constraint, with a corresponding number of state variables labelled with :vfunction = VF_State. Implicit variables are defined by pairs of variables and time derivatives labelled with :vfunction = VF_Total and :vfunction = VF_Deriv, with a corresponding number of state variables labelled with :vfunction = VF_State. ","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"To access variables, a numerical ODE or DAE solver can use VariableAggregator to implement a high-level interface to aggregated lists. A host dynamical model can alternatively use get_variables during model configuration and initialisation to link to individual host data arrays. ","category":"page"},{"location":"DesignOverview/","page":"PALEOboxes coupler design","title":"PALEOboxes coupler design","text":"The abstractions described above enable a natural separation of biogeochemical reaction and transport, which can then either be provided by a host dynamical model e.g. implemented in C or Fortran, or as offline transport implemented by PALEO “reactions” within the framework (Figure 3). This enables both rapid, interactive development and experimentation in a PC/workstation environment using offline transport, and deployment of the same model code as a component embedded in a larger GCM model.","category":"page"},{"location":"DomainsVariablesFields/#Domains,-Variables,-Fields,-and-Data-arrays.","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"A Model contains Domains, each of which contain Variables defining Fields which contain Data arrays, and Reactions with ReactionMethods that operate on the Fields to calculate model time evolution.","category":"page"},{"location":"DomainsVariablesFields/#Model","page":"Domains, Variables, Fields, and Data arrays.","title":"Model","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Model","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Model","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Model","text":"Model\n\nA biogeochemical model consisting of Domains, created from a YAML configuration file using create_model_from_config.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#Domains","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Domain","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Domain","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Domain","text":"Domain\n\nA model region containing Variables and Reactions that act on them.\n\nDomain spatial size is defined by grid, which may be nothing to define a scalar Domain, or an AbstractMesh to define a spatially-resolved Domain with multiple cells.\n\nNamed data_dims may be set by set_data_dimension! to allow Variables with additional non-spatial dimensions, eg to represent quantities on a wavelength grid.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#Grids","page":"Domains, Variables, Fields, and Data arrays.","title":"Grids","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"AbstractMesh\n\ninternal_size\ncartesian_size","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.AbstractMesh","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.AbstractMesh","text":"AbstractMesh\n\nDefines additional geometric and topological information for PB.Domain\n\nConcrete subtypes should implement methods:\n\nPB.internal_size, optionally PB.cartesian_size\n\nPB.Grids.set_subdomain!, PB.Grids.get_subdomain\n\nPB.Grids.create_default_cellrange, PB.Grids.get_region\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.internal_size","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.internal_size","text":"internal_size(::Type{<:AbstractSpace}, mesh::AbstractMesh; [subdomain=\"\"] [space=:cell]) -> NTuple{ndims, Int}\n\nArray size to use for model Variables.\n\nAll AbstractMesh concrete subtypes (UnstructuredVectorGrid, CartesianLinearGrid, ...) should implement this method.\n\nOptional Keyword Arguments\n\nsubdomain::String=\"\": a named subdomain \n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.cartesian_size","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.cartesian_size","text":"cartesian_size(mesh::AbstractMesh) -> NTuple{ndims, Int}\n\nOptional (only regular Cartesian grids should implement this method): Array size of Cartesian Domain.\n\nNB: this may be different from internal_size if the mesh implements a mapping eg to a Vector for internal model Variables.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes.Grids","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"set_subdomain!\nget_subdomain\n\nUnstructuredVectorGrid\nUnstructuredColumnGrid\nCartesianLinearGrid\nCartesianArrayGrid","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.set_subdomain!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.set_subdomain!","text":"set_subdomain!(grid::PB.AbstractMesh, subdomainname::AbstractString, subdom::PB.AbstractSubdomain, allowcreate::Bool=false)\n\nSet Subdomain\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.get_subdomain","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.get_subdomain","text":"get_subdomain(grid::PB.AbstractMesh, subdomainname::AbstractString) -> PB.AbstractSubdomain\n\nGet Subdomain\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.UnstructuredVectorGrid","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.UnstructuredVectorGrid","text":"UnstructuredVectorGrid <: PB.AbstractMesh\n\nMinimal Grid for a Vector Domain, defines only some named cells for plotting\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.UnstructuredColumnGrid","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.UnstructuredColumnGrid","text":"UnstructuredColumnGrid <: PB.AbstractMesh\n\nMinimal Grid for a Vector Domain composed of columns (not necessarily forming a 2-D array).\n\nFields\n\nncells::Int total number of cells in this Domain\nIcolumns::Vector{Vector{Int}}: Icolumns[n] should be the indices of column n, in order from surface to floor, where n is also the index of \n\nany associated boundary surface.\n\nz_coords::Vector{FixedCoord}: z coordinates of cell mid point, lower surface, upper surface\ncolumnnames::Vector{Symbol}: optional column names\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.CartesianLinearGrid","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.CartesianLinearGrid","text":"CartesianLinearGrid <: PB.AbstractMesh\n\nnD grid with netcdf CF1.0 coordinates, using Vectors for PALEO internal representation of Variables, with a mapping linear indices <–> some subset of grid indices.\n\nThe linear indices mapping should be set with set_linear_index. Conversion of Field values between the PALEO internal representation (a Vector with a linear index) and a Cartesian Array with multiple dimensions (for import and export of model output) is then implemented by cartesian_to_internal and internal_to_cartesian.\n\nFields\n\nncells::Int64: number of cells in Domain = length(linear_index) (may be subset of total points in prod(dims))\ndimnames::Vector{String}: names of dimensions (ordered list)\ndims::Vector{Int}: sizes of dimensions (ordered list)\ncoords::Vector{Vector{Float64}}: attached cell-centre coordinates for each dimension (ordered list)\ncoords_edges::Vector{Vector{Float64}}: attached cell-edge coordinates for each dimension (ordered list)\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.CartesianArrayGrid","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.CartesianArrayGrid","text":"CartesianArrayGrid <: PB.AbstractMesh\n\nnD grid with netcdf CF1.0 coordinates, using n-dimensional Arrays for PALEO internal representation of Variables\n\nFields\n\nncells::Int64: number of cells in Domain = length(linear_index) (may be subset of total points in prod(dims))\ndimnames::Vector{String}: names of dimensions (ordered list)\ndims::Vector{Int}: sizes of dimensions (ordered list)\ncoords::Vector{Vector{Float64}}: attached cell-centre coordinates for each dimension (ordered list)\ncoords_edges::Vector{Vector{Float64}}: attached cell-edge coordinates for each dimension (ordered list)\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#Subdomains","page":"Domains, Variables, Fields, and Data arrays.","title":"Subdomains","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"AbstractSubdomain","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.AbstractSubdomain","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.AbstractSubdomain","text":"AbstractSubdomain\n\nDefines the relationship between two PB.Domains by mapping indices in one Domain to related indices in the other, eg interior cells adjacent to a boundary.\n\nConcrete subtypes should implement:\n\nsubdomain_view\n\nsubdomain_indices\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes.Grids","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"BoundarySubdomain\nInteriorSubdomain\nsubdomain_view\nsubdomain_indices","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.BoundarySubdomain","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.BoundarySubdomain","text":"BoundarySubdomain <: PB.AbstractSubdomain\n\nA 2D subdomain corresponding to the 2D boundary Domain associated with a 3D interior Domain:\n\nindices[ibnd] is the index of the 3D interior cell corresponding to a 2D boundary cell ibnd.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.InteriorSubdomain","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.InteriorSubdomain","text":"InteriorSubdomain <: PB.AbstractSubdomain\n\nA 3D subdomain corresponding to the 3D interior Domain associated with a 2D boundary Domain: indices[iint] is either:\n\nmissing if iint is the index of an interior cell in the 3D Domain, or\nthe index of the 2D boundary Domain cell corresponding to the boundary-adjacent 3D interior Domain cell iint\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.subdomain_view","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.subdomain_view","text":"subdomain_view(values, subdomain::BoundarySubdomain) -> view\n\nCreate a view on values in an interior Domain to access cells corresponding to indices in a boundary Domain.\n\n\n\n\n\nsubdomain_view(values, subdomain::InteriorSubdomain) -> var\n\nReturn unmodified values from a boundary Domain, indices to access from interior supplied by subdomain_indices\n\n\n\n\n\nsubdomain_view(values, subdomain::Nothing) -> values\n\nFallback when subdomain == nothing\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.subdomain_indices","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.subdomain_indices","text":"subdomain_indices(subdomain::BoundarySubdomain) -> nothing\n\nNo additional indices required to access Variables in an interior Domain from a boundary Domain (view created by subdomain_view is sufficient).\n\n\n\n\n\nsubdomain_indices(subdomain::InteriorSubdomain) -> indices\n\nReturn indices to access Variables in a boundary Domain from interior Domain (will have missing entries where interior cells do not correspond to boundary)\n\n\n\n\n\nsubdomain_indices(subdomain::Nothing) -> nothing\n\nfallback when subdomain == nothing\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#Regions,-Dimensions-and-Coordinates","page":"Domains, Variables, Fields, and Data arrays.","title":"Regions, Dimensions and Coordinates","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes.Grids","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"get_region","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Grids.get_region","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Grids.get_region","text":"get_region(grid::Union{PB.AbstractMesh, Nothing}, values; selectargs...) -> values_subset, (dim_subset::NamedDimension, ...)\n\nReturn the subset of values given by selectargs (Grid-specific keywords eg cell=, column=, ...) and corresponding dimensions (with attached coordinates).\n\n\n\n\n\nget_region(grid::Nothing, values) -> values[]\n\nFallback for Domain with no grid, assumed 1 cell\n\n\n\n\n\nget_region(grid::UnstructuredVectorGrid, values; cell=Nothing) -> \n values_subset, (dim_subset::NamedDimension, ...)\n\nKeywords for region selection:\n\ncell::Union{Nothing, Int, Symbol}: an Int for cell number (first cell = 1), or a Symbol to look up in cellnames cell = Nothing is also allowed for a single-cell Domain.\n\n\n\n\n\nget_region(grid::UnstructuredColumnGrid, values; column, [cell=nothing]) -> \n values_subset, (dim_subset::NamedDimension, ...)\n\nKeywords for region selection:\n\ncolumn::Union{Int, Symbol}: (may be an Int, or a Symbol to look up in columnames)\ncell::Int: optional cell index within column, highest cell is cell 1\n\n\n\n\n\nget_region(grid::Union{CartesianLinearGrid{2}, CartesianArrayGrid{2}} , internalvalues; [i=i_idx], [j=j_idx]) ->\n arrayvalues_subset, (dim_subset::NamedDimension, ...)\n\nKeywords for region selection:\n\ni::Int: optional, slice along first dimension\nj::Int: optional, slice along second dimension\n\ninternalvalues are transformed if needed from internal Field representation as a Vector length ncells, to an Array (2D if neither i, j arguments present, 1D if i or j present, 0D ie one cell if both present)\n\n\n\n\n\nget_region(grid::Union{CartesianLinearGrid{3}, CartesianArrayGrid{3}}, internalvalues; [i=i_idx], [j=j_idx]) ->\n arrayvalues_subset, (dim_subset::NamedDimension, ...)\n\nKeywords for region selection:\n\ni::Int: optional, slice along first dimension\nj::Int: optional, slice along second dimension\nk::Int: optional, slice along third dimension\n\ninternalvalues are transformed if needed from internal Field representation as a Vector length ncells, to an Array (3D if neither i, j, k arguments present, 2D if one of i, j or k present, 1D if two present, 0D ie one cell if i, j, k all specified).\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Grids may define name dimensions and attach coordinates for the convenience of output visualisation. Any coordinate information required by Reactions should be supplied as Variables.","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"NamedDimension\nFixedCoord","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.NamedDimension","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.NamedDimension","text":"NamedDimension\n\nA named dimension, with optional attached fixed coordinates coords\n\nPALEO convention is that where possible coords contains three elements, for cell midpoints, lower edges, upper edges, in that order.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.FixedCoord","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.FixedCoord","text":"FixedCoord\n\nA fixed (state independent) coordinate\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#Variables","page":"Domains, Variables, Fields, and Data arrays.","title":"Variables","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"PALEO Variables exist in Domains and represent biogeochemical or other quantities. They are defined by Reactions as VariableReactions which are then linked to create VariableDomains, and contain Fields which represent data (a subtype of AbstractData) in a function space (a subtype of AbstractSpace) with dimensions defined by the Domain grid (a subtype of AbstractMesh)","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Dataflow dependency between Variables is represented by two pairings:","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"VariableReactions of VariableType VT_ReactProperty and VT_ReactDependency which are linked to create VariableDomPropDeps\nVariableReactions of VariableType VT_ReactTarget and VT_ReactContributor which are linked to create VariableDomContribTargets.","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"VariableBase\nVariableType\nVariableDomain\nVariableDomPropDep\nVariableDomContribTarget","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.VariableBase","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariableBase","text":"VariableBase\n\nA Model biogeochemical Variable. Reactions access Variables using derived Types VariableReaction which are links to VariableDomains.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.VariableType","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariableType","text":"@enum VariableType\n\nEnumeration of VariableBase subtypes. Allowed values:\n\nVariableReaction: VT_ReactProperty, VT_ReactDependency, VT_ReactContributor, VT_ReactTarget\nVariableDomain : VT_DomPropDep, VT_DomContribTarget\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.VariableDomain","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariableDomain","text":"VariableDomain <: VariableBase\n\nAbstract base Type for a (Domain) model variable.\n\nDefines a named Variable and corresponding data Fields that are linked to by VariableReactions.\n\nSee VariableDomPropDep, VariableDomContribTarget \n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.VariableDomPropDep","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariableDomPropDep","text":"VariableDomPropDep <: VariableDomain\n\nModel (Domain) VariableDomain linking a single VariableReaction{VT_ReactProperty} to multiple VariableReaction{VT_ReactDependency}.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.VariableDomContribTarget","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariableDomContribTarget","text":"VariableDomContribTarget <: VariableDomain\n\nModel (Domain) VariableDomain linking a single VariableReaction{VT_ReactTarget} to multiple VariableReaction{VT_ReactContributor} and VariableReaction{VT_ReactDependency}.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#Variable-Attributes","page":"Domains, Variables, Fields, and Data arrays.","title":"Variable Attributes","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Attribute\nStandardAttributes","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Attribute","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Attribute","text":"Attribute{T}\n\nDefinition for Variable attribute name. Defines a data type T, a default_value, required (true if always present ie added with default_value when Variable is created), units, and an optional description.\n\nNote that Variable attributes are stored as a per-Variable Dict(name => value), these definitions are only used to provide defaults, check types, and provide descriptive metadata.\n\nParseFromString should usually be Nothing: a value of Type T is then required when calling set_attribute!. If ParseFromString is true, then set_attribute! will accept an AbstractString and call Base.parse(T, strvalue) to convert to T. This allows eg an enum-valued Attribute to be defined by Attribute{EnumType, true} and implementing parse(EnumType, rawvalue::AbstractString)\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.StandardAttributes","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.StandardAttributes","text":"StandardAttributes\n\nList of standard Variable attributes.\n\nSome of these follow netCDF COARDS/CF conventions:\n\nCOARDS:https://ferret.pmel.noaa.gov/Ferret/documentation/coards-netcdf-conventions\n\nunits (where possible should follow the Unidata udunits package https://docs.unidata.ucar.edu/udunits/current/)\nlong_name\n\nCF conventions: https://cfconventions.org/cf-conventions/cf-conventions.html#_description_of_the_data\n\nstandard_name http://cfconventions.org/Data/cf-standard-names/current/src/cf-standard-name-table.xml\n\n\n\n\n\n","category":"constant"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"import PALEOboxes as PB # hide\nimport DataFrames # hide\nshow( # hide\n DataFrames.sort!( # hide\n DataFrames.DataFrame((s=>getproperty.(PB.StandardAttributes, s) for s in (:name, :default_value, :required, :units, :description))...), # hide\n [DataFrames.order(:required, rev=true), :name] # hide\n ); # hide\n allcols=true, allrows=true, truncate=96, show_row_number=false #hide\n) # hide","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"get_attribute\nVariableFunction\nVariablePhase","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.get_attribute","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.get_attribute","text":"get_attribute(var::VariableBase, name::Symbol, missing_value=missing) -> value\n\nGet Variable attribute.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.VariableFunction","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariableFunction","text":"@enum VariableFunction\n\nAllowed values of :vfunction Variable Attribute, defining the Variable function to the host ODE or DAE solver.\n\nExplicit ODE problems with dS/dt = F(S) consist of pairs of S::VFStateExplicit, F::VFDeriv Variables.\n\nAn implicit ODE problem with dU/dt = F(U) where Total variables U are functions U(S) of State variables S will consist of pairs of U::VFTotal and F::VFDeriv Variables, and also the same number of S::VF_StateTotal (in no particular order).\n\nAlgebraic constraints C(S) = 0 include variables C::VFConstraint and the same number of S::VFState, with no corresponding VF_Deriv.\n\nNot all solvers support all combinations.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.VariablePhase","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.VariablePhase","text":"@enum VariablePhase\n\nAllowed values of :vphase Variable Attribute, defining the component phase this Variable belongs to for multiphase cells.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"TODO standard Variable names.","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Use NetCDF CF standard names https://cfconventions.org/Data/cf-standard-names/76/build/cf-standard-name-table.html ?","category":"page"},{"location":"DomainsVariablesFields/#Fields","page":"Domains, Variables, Fields, and Data arrays.","title":"Fields","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Field, data and function space are defined by Variable Attributes in combination with an AbstractMesh","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":":field_data and optionally :data_dims define the subtype of AbstractData\n:space defines the subtype of AbstractSpace","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Examples:","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":":field_data = ScalarData, :space = ScalarSpace defines a Domain scalar (0D) quantity.\n:field_data = IsotopeLinear, :space = ScalarSpace defines a Domain scalar (0D) isotope quantity.\n:field_data = ScalarData, :space = CellSpace defines a per-cell quantity in a spatial Domain.\n:field_data = ArrayScalarData, :data_dims =(\"wgrid\",) :space = ScalarSpace defines a Domain scalar (0D) quantity on a wavelength grid, a Vector of length given by the value of the Domain \"wgrid\" data dimension (see set_data_dimension!)","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"Field\nget_field\nwrap_field","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.Field","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.Field","text":"Field{D <: AbstractData, S <: AbstractSpace, V, N, M}\n\nA Field of values::V of data type D defined on function space S over mesh::M and (optionally) with N data_dims::NTuple{N, NamedDimensions}.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.get_field","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.get_field","text":"get_field(obj, ...) -> Field\n\nGet Field from PALEO object obj\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.wrap_field","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.wrap_field","text":"create a new Field, containing supplied existing_values data arrays\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#Spaces","page":"Domains, Variables, Fields, and Data arrays.","title":"Spaces","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"AbstractSpace\nScalarSpace\nCellSpace\nColumnSpace","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.AbstractSpace","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.AbstractSpace","text":"AbstractSpace\n\nDefines a function space within a Domain, on a mesh defined by a Grid \n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.ScalarSpace","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.ScalarSpace","text":"ScalarSpace <: AbstractSpace\n\nA Domain position-independent quantity\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.CellSpace","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.CellSpace","text":"CellSpace <: AbstractSpace\n\nA per-cell quantity. Use as Variable attribute :space to create a Variable with data array dimensions from Grid cells.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.ColumnSpace","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.ColumnSpace","text":"ColumnSpace <: AbstractSpace\n\nA per-column quantity. Use as Variable attribute :space to create a Variable with data array dimensions from Grid columns.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#Data-types","page":"Domains, Variables, Fields, and Data arrays.","title":"Data types","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"AbstractData\nUndefinedData\nScalarData\nArrayScalarData\n\n\nallocate_values\ncheck_values\nzero_values!\ndof_values\nget_values_output\n\n\ninit_values!\ncopyfieldto!\ncopytofield!\nadd_field!\nadd_field_vec!\n\nnum_components(field_data::Type{<:AbstractData})\nget_components","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.AbstractData","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.AbstractData","text":"AbstractData\n\nDefines a Data type that can be composed with an AbstractSpace to form a Field\n\nConcrete subtypes should implement:\n\nallocate_values, check_values, zero_values!, dof_values, get_values_output\n\nIf the subtype needs to provide values for a numerical solver (eg as a state variable), it also needs to implement:\n\ninit_values!, copyfieldto!, copytofield!, add_field!, add_field_vec!\n\nIf the subtype has a representation as components, it should implement: num_components, get_components\n\nIf the subtype needs to provide a thread-safe atomic addition operation eg to provide scalar accumulator variables for Domain totals with a tiled model, it should implement atomic_add! for the field data_type.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.UndefinedData","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.UndefinedData","text":"UndefinedData <: AbstractData\n\nUndefined data type (no methods implemented). Used to indicate that a Variable can link to any data type.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.ScalarData","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.ScalarData","text":"ScalarData <: AbstractData\n\nA Field scalar (eg a biogeochemical concentration)\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.ArrayScalarData","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.ArrayScalarData","text":"ArrayScalarData <: AbstractData\n\nAn Array of Field scalars (eg a intensity on a wavelength grid).\n\nNB: only implements minimal methods sufficient to allow use as a model internal variable, not as a state variable.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.allocate_values","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.allocate_values","text":"allocate_values(\n field_data::Type{<:AbstractData}, data_dims::Tuple{Vararg{NamedDimension}}, data_type, space::Type{<:AbstractSpace}, spatial_size::Tuple;\n allocatenans::Bool,\n) -> values\n\nallocate Field.values (eg an Array) for field_data with dimensions defined by spatial_size and data_dims\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.check_values","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.check_values","text":"check_values(\n existing_values, \n field_data::Type{<:AbstractData},\n data_dims::Tuple{Vararg{NamedDimension}}, \n data_type, \n space::Type{<:AbstractSpace}, \n spatial_size::Tuple{Integer, Vararg{Integer}}\n)\n\nCheck existing_values is of suitable type, size etc for use as Field.values, throw exception if not.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.zero_values!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.zero_values!","text":"zero_values!(values, field_data::Type{<:AbstractData}, data_dims::Tuple{Vararg{NamedDimension}}, space::Type{<:AbstractSpace}, cellrange)\n\nSet values over spatial region cellrange to zero at start of main loop \n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.dof_values","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.dof_values","text":"dof_values(\n field_data::Type{<:AbstractData}, \n data_dims::Tuple{Vararg{NamedDimension}}, \n space::Type{<:AbstractSpace}, \n mesh, \n cellrange\n) -> dof::Int\n\nReturn degrees-of-freedom for field_data over spatial region cellrange.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.get_values_output","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.get_values_output","text":"Optional: sanitize values for storing as model output. Default implementation is usually OK - only implement for custom types that should be converted to standard types for storage\n\n\n\n\n\nsanitized version of values, suitable for storing as output\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.init_values!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.init_values!","text":"init_values!(\n values, field_data::Type{<:AbstractData}, data_dims::Tuple{Vararg{NamedDimension}}, space::Type{<:AbstractSpace},\n init_value::Symbol, attribv::VariableBase, convertfn, convertvalues, cellrange, info::NTuple{3, String}\n)\n\nInitialize values at model start to init_value over region cellrange using information from Variable attribv attributes, scaled by convertfn and convertvalues. \n\nOptional: only required if this field_data type is used for a model (state) Variable that requires initialisation.\n\nArguments:\n\nvalues: data to be zeroed\ninit_value::Symbol: one of :initialvalue, :normvalue, requesting type of initial value required\nattribv::VariableBase: Variable with attributes to use for initialisation\nconvertfn::Function: apply multiplier convertfn(convertvalues, i) to initialisation value for cell i. Typically this is used to convert units eg concentration to mol.\nconvertvalues: parameters (if any) required by convertfn, eg a volume measure.\ncellrange: range of cells to initialise\ninfo::::NTuple{3, String}: Tuple (varinfo, convertinfo, trsfrinfo) of identifier strings to use for log messages\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.copyfieldto!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.copyfieldto!","text":"copyfieldto!(\n dest,\n doff, \n values, \n field_data::Type{<:AbstractData}, \n data_dims::Tuple{Vararg{NamedDimension}}, \n space::Type{<:AbstractSpace}, \n cellrange\n) -> num_copied::Int\n\nCopy Field.values values from spatial region defined by cellrange, to dest Array starting at index doff.\n\nNumber of values over whole Domain should equal degrees-of-freedom returned by dof_values\n\nRequired if this field_data type needs to provide values for a numerical solver.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.copytofield!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.copytofield!","text":"copytofield!(\n values,\n field_data::Type{<:AbstractData},\n data_dims::Tuple{Vararg{NamedDimension}},\n space::Type{<:AbstractSpace},\n cellrange, \n src, \n soff\n) -> num_copied::Int\n\nCopy from src Array starting at index soff to Field.values values for spatial region defined by cellrange.\n\nNumber of values over whole Domain should equal degrees-of-freedom returned by dof_values\n\nRequired if this field_data type needs to provide values for a numerical solver.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.add_field!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.add_field!","text":"add_field!(obj, f::Field ...)\n\nAdd Field or Field to PALEO object obj\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.add_field_vec!","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.add_field_vec!","text":"add_field_vec!(\n dest, \n field_data::Type{<:AbstractData}, \n data_dims::Tuple{Vararg{NamedDimension}}, \n space::Type{<:AbstractSpace}, \n a, \n cellrange,\n src, \n soff\n) -> num_added::Int\n\nImplement dest += a*src where dest is a Field.values, src is an Array, a is a number, over region defined by cellrange, starting at index soff in src.\n\nReturns number of elements of src used.\n\nSee copytofield!, copyfieldto! for the relationship between Array src and Field values dest.\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.num_components-Tuple{Type{<:PALEOboxes.AbstractData}}","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.num_components","text":"num_components(field_data::Type{<:AbstractData}) -> Int\n\nget number of components (optional - implement if field_data has a representation as components)\n\n\n\n\n\n","category":"method"},{"location":"DomainsVariablesFields/#PALEOboxes.get_components","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.get_components","text":"get_components(values, field_data::Type{<:AbstractData}) -> Vector\n\nConvert Field values to a Vector of components (optional - implement if field_data has a representation as components)\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#Isotopes","page":"Domains, Variables, Fields, and Data arrays.","title":"Isotopes","text":"","category":"section"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"DomainsVariablesFields/","page":"Domains, Variables, Fields, and Data arrays.","title":"Domains, Variables, Fields, and Data arrays.","text":"AbstractIsotopeScalar\n\nIsotopeLinear\n\nisotope_totaldelta\nget_total\nget_delta","category":"page"},{"location":"DomainsVariablesFields/#PALEOboxes.AbstractIsotopeScalar","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.AbstractIsotopeScalar","text":"AbstractIsotopeScalar <: AbstractData\n\nAn IsotopeScalar represents a quantity or flux with isotopic composition. Can be added, subtracted, multiplied by a scalar, and decomposed into components with the same (bulk) transport properties.\n\nImplementation\n\nEach IsotopeScalar should be added to IsotopeTypes, and implement:\n\nget_total(is::IsotopeScalar) -> total\narithmetic operations +/- (ie IsotopeScalars can be added and subtracted) and *number, /number (IsotopeScalars can be scaled by a real number).\nmethods of the AbstractData interface\n\nand optional isotope-specific functions, eg for a single isotope:\n\nisotope_totaldelta(::Type{<: IsotopeScalar}, total, delta) -> IsotopeScalar()\nget_delta(is::IsotopeScalar) -> delta\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.IsotopeLinear","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.IsotopeLinear","text":"IsotopeLinear <: AbstractIsotopeScalar\n\nLinearized representation of isotopic composition, where moldelta = total * delta.\n\n\n\n\n\n","category":"type"},{"location":"DomainsVariablesFields/#PALEOboxes.isotope_totaldelta","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.isotope_totaldelta","text":"isotope_totaldelta(::Type{IsotopeLinear}, total, delta) -> IsotopeLinear\n\nCreate an IsotopeLinear from total and delta\n\nExamples:\n\njulia> a = PB.isotope_totaldelta(PB.IsotopeLinear, 10.0, -2.0)\n(v=10.0, v_moldelta=-20.0, ‰=-2.0)\n\njulia> b = a*2\n(v=20.0, v_moldelta=-40.0, ‰=-2.0)\n\njulia> c = a + b\n(v=30.0, v_moldelta=-60.0, ‰=-2.0)\n\njulia> PB.get_total(c)\n30.0\n\njulia> PB.get_delta(c)\n-2.0\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.get_total","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.get_total","text":"generic get_total for non-isotope variable\n\n\n\n\n\nget_total(is::IsotopeLinear)\n\nGet isotope total\n\n\n\n\n\n","category":"function"},{"location":"DomainsVariablesFields/#PALEOboxes.get_delta","page":"Domains, Variables, Fields, and Data arrays.","title":"PALEOboxes.get_delta","text":"get_delta(is::IsotopeLinear)\n\nGet isotope delta (per mil)\n\n\n\n\n\n","category":"function"},{"location":"ReactionCatalog/#Generic-Reaction-catalog","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"PALEOboxes includes a catalog of generic Reactions as a starting point for model construction.","category":"page"},{"location":"ReactionCatalog/#Reservoirs","page":"Generic Reaction catalog","title":"Reservoirs","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes.Reservoirs","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"ReactionReservoirScalar\nReactionReservoir\nReactionReservoirWellMixed\nReactionReservoirConst\nReactionReservoirForced\nReactionConst","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReactionReservoirScalar","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReactionReservoirScalar","text":"ReactionReservoirScalar\n\nA single scalar biogeochemical reservoir with optional paired isotope reservoir, for use in a 0D Domain (eg sedimentary or ocean reservoirs for COPSE (Bergman et al., 2004)).\n\nCreates State and associated Variables, depending on parameter settings:\n\nconst=false: usual case\nstate_norm=false create state variable R (units mol, with attribute vfunction=VF_StateExplicit) and R_sms (units mol yr-1, with attribute vfunction=VF_Deriv).\nstate_norm=true create state variable R_solve (R normalized by the values of attribute R:norm_value, with attribute vfunction=VF_StateExplicit) and R_solve_sms (units yr-1, with attribute vfunction=VF_Deriv).\nconst=true: a constant value, create R (a Property), and R_sms (a Target)\n\nIn addition:\n\na Property R_norm (normalized value) is always created.\nif parameter field_data <: AbstractIsotopeScalar (eg IsotopeLinear), a Property R_delta is created.\n\nThe local name prefix R should then be renamed using variable_links: in the configuration file.\n\nInitialisation\n\nInitial and norm value is set in the variable_attributes: section in the configuration file, using R:initial_value, R:initial_delta, and R:norm_value.\n\nExample configuration in .yaml file\n\n reservoir_P: # 0D ocean Phosphorus\n class: ReactionReservoirScalar\n parameters:\n # field_data: ScalarData # change to IsotopeLinear to represent an isotope\n # const: false # true to fix to constant value\n variable_links:\n R*: P # rename to represent Phosphorus\n variable_attributes:\n R:norm_value: 3.1e15 # mol \n R:initial_value: 3.1e15 # mol\n\nSee also\n\nReactionReservoir (one value per cell for a spatially resolved Domain eg ocean), ReactionReservoirWellMixed (one value for a whole spatially resolved Domain).\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\nconst[Bool]=false, default_value=false, description=\"true to provide a constant value: R is not a state variable, fluxes in R_sms Variable are ignored\"\nstate_norm[Bool]=false, default_value=false, description=\"true to provide solver with normalized values\"\n\nMethods and Variables for default Parameters\n\nmethodfn_do_nothing\nR_sms (mol yr-1), VT_ReactContributor, VF_Deriv, description=\"scalar reservoir source-sinks\"\ndo_reactionreservoirscalar\nR_norm (), VT_ReactProperty, description=\"scalar reservoir normalized\"\nR (mol), VT_ReactDependency, VF_StateExplicit, description=\"scalar reservoir\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReactionReservoir","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReactionReservoir","text":"ReactionReservoir, ReactionReservoirTotal\n\nA single (vector) reservoir (state variable) representing a biogeochemical tracer, ie one value per cell in a spatially-resolved Domain (eg ocean).\n\nState Variables can represent either per-cell concentration, or per-cell moles, set by parameter state_conc:\n\nstate_conc=false (default): create R (mol) and R_sms (mol yr-1) as state variable and source-sink, calculate R_conc (mol m-3)\nstate_conc=true: create R_conc (mol m-3) and R_conc_sms (mol m-3 yr-1) as state variable and source-sink, calculate R (mol), NB: R_sms (mol yr-1) is still available and is added to R_conc_sms.\n\nIn addition:\n\nif parameter field_data <: AbstractIsotopeScalar (eg IsotopeLinear), a Property R_delta is created.\nReactionReservoirTotal or ReactionReservoirConcTotal also calculates the Domain total R_total (units mol), eg to check budgets.\n\nLocal name prefix R should then be renamed using variable_links: in the configuration file.\n\nInitialisation\n\nInitial value is set using variable_attributes: in the configuration file, using R:initial_value and R:initial_delta (for 'stateconc=false') or `Rconc:initialvalueandRconc:initialdelta` (for a 'stateconc=true'). (NB: even if initial_value is set on R, it sets concentration in mol m-3.)\n\nTransport is defined by attributes :advect, :vertical_movement (m d-1) set on the concentration variable R_conc. Optical extinction is defined by the :specific_light_extinction (m^2 mol-1) attribute set on the concentration variable R_conc.\n\nExample configuration in .yaml file\n\n reservoir_P: # ocean Phosphorus\n class: ReactionReservoirTotal # include _total (mol)\n parameters:\n # field_data: ScalarData # change to IsotopeLinear to represent an isotope \n variable_links:\n R*: P # rename to represent Phosphorus\n variable_attributes:\n R:norm_value: 3e-3 # mol m-3, normalisation value (used by some solvers)\n R:initial_value: 2e-3 # mol m-3, initial concentration\n\nSee also\n\nReactionReservoirWellMixed (one value for the whole Domain), ReactionReservoirScalar (one value for a reservoir in a 0D Domain eg for COPSE (Bergman et al., 2004)), ReactionReservoirConst (constant time-independent value ie no state variable). \n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\ntotal[Bool]=false, default_value=false, description=\"true to calculate R_total\"\nlimit_delta_conc[Float64]=0.0 (mol m-3), default_value=0.0, description=\"**EXPERIMENTAL** attempt to limit delta for low/-ve concentrations (0.0 to disable)\"\nstate_conc[Bool]=false, default_value=false, description=\"true to define R_conc, R_sms_conc as the state variable pair and calculate R, false to define R, R_sms and calculate R_conc\"\n\nMethods and Variables for default Parameters\n\ndo_reactionreservoir\nR (mol), VT_ReactDependency, VF_StateExplicit, description=\"vector reservoir\"\nR_conc (mol m-3), VT_ReactProperty, description=\"concentration\"\nvolume (m3), VT_ReactDependency, description=\"cell volume (or cell phase volume eg for a sediment with solid and liquid phases)\"\nmethodfn_do_nothing\nR_sms (mol yr-1), VT_ReactContributor, VF_Deriv, description=\"vector reservoir source-sinks\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReactionReservoirWellMixed","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReactionReservoirWellMixed","text":"ReactionReservoirWellMixed\n\nA Scalar Reservoir representing a well-mixed tracer in a vector Domain (eg ocean). Provides a scalar state Variable R and R_sms, and also vector Variables: R_conc (set to uniform concentration), and R_vec_sms Target for accumulating fluxes that is added to the scalar R_sms. \n\nInitialisation\n\nInitial value is set in the variable_attributes: section in the configuration file, using R:initial_value and R:initial_delta. NB: may be initialized either from mean concentration or total (set by parameter initialization_type)\n\nTODO salinity normalisation.\n\nSee also\n\nReactionReservoir (one value per cell), ReactionReservoirScalar (one value for a reservoir in a 0D Domain eg for COPSE (Bergman et al., 2004)).\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\ninitialization_type[String]=\"conc\", default_value=\"conc\", allowed_values=[\"conc\", \"total\"], description=\":initial_value attribute represents conc (mol m-3) or total (mol)\"\n\nMethods and Variables for default Parameters\n\ndo_reservoir_well_mixed\nR (mol), VT_ReactDependency, VF_StateExplicit, description=\"scalar reservoir\"\nR_norm (), VT_ReactProperty, description=\"scalar reservoir normalized\"\nR_conc (mol m-3), VT_ReactProperty, description=\"concentration\"\nvolume_total (m^3), VT_ReactDependency, description=\"total volume\"\ndo_reservoir_well_mixed_sms\nR_sms (mol yr-1), VT_ReactContributor, VF_Deriv, description=\"scalar reservoir source-sinks\"\nR_vec_sms (mol yr-1), VT_ReactTarget, description=\"vector reservoir source-sinks\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReactionReservoirConst","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReactionReservoirConst","text":"ReactionReservoirConst\n\nA single (vector) constant tracer R_conc (constant replacement for a ReactionReservoir).\n\nLocal name prefix R should then be renamed using variable_links: in the configuration file.\n\nInitialisation\n\nSet :initial_value, :initial_delta on R_conc (mol m-3) in the variable_attributes: section of the config file.\n\nTODO salinity normalisation.\n\nExample configuration in .yaml file\n\n reservoir_B: # Constant value for ocean Boron \n class: ReactionReservoirConst\n parameters:\n field_data: IsotopeLinear\n variable_links:\n R*: B\n variable_attributes: \n R_conc:initial_value: 0.4269239 # contemporary value\n R_conc:initial_delta: 34.0\n\nSee also\n\nReactionReservoir\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\n\nMethods and Variables\n\nsetup_initialvalue_vars_default\nR_conc (mol m-3), VT_ReactProperty, description=\"concentration\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReactionReservoirForced","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReactionReservoirForced","text":"ReactionReservoirForced\n\nA single (vector) constant tracer (constant replacement for a ReactionReservoir), with forcing.\n\nCalculates R_conc = R_conc_initial * R_FORCE.\n\nLocal name prefix R should then be renamed using variable_links: in the configuration file.\n\nInitialisation\n\nNB: set :initial_value, :initial_delta on R_conc_initial in the variable_attributes: section of the config file.\n\nTODO salinity normalisation.\n\nSee also\n\nReactionReservoirConst, ReactionReservoir\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\n\nMethods and Variables for default Parameters\n\ndo_reactionreservoirconstforced\nR_conc_initial (mol m-3), VT_ReactProperty, description=\"initial concentration\"\nR_conc (mol m-3), VT_ReactProperty, description=\"concentration = initial * forcing\"\nR_FORCE (), VT_ReactDependency, description=\"forcing factor\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReactionConst","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReactionConst","text":"ReactionConst, ReactionScalarConst\n\nCreate constant Property Variables with names from parameter constnames. \n\nInitialisation\n\nConstant values set by :initial_value, :initial_delta attributes in the variable_attributes: section of the configuration file.\n\nExample configuration in .yaml file\n\n atmfloor:\n reactions: \n floorstubgasmr: # Provide mixing-ratio boundary condition for a subset of atmospheric variables\n class: ReactionConst\n parameters:\n constnames: [\"O2_mr\", \"CH4_mr\", \"CO2_mr\", \"H2_mr\"] #, \"H2O_mr\"] \n variable_attributes: \n O2_mr:initial_value: [0.21] # mol/mol\n CH4_mr:initial_value: [0.7443e-6] # [.NaN] # [1.271e-6] # [1.8e-6] # mol/mol\n CO2_mr:initial_value: [300e-6] # mol/mol\n H2_mr:initial_value: [.NaN] # mol/mol\n\nSee also\n\nReactionReservoirConst, ReactionReservoirScalar. These provide additional variables (eg R_delta) to allow them to function as a drop-in replacement for a non-constant Reservoir.\n\nParameters\n\nconstnames[Vector{String}]=[\"constvar\"], default_value=[\"constvar\"], description=\"vector of names for constant Variables. Isotopes use ::CIsotope syntax\"\n\nMethods and Variables for default Parameters\n\nsetup_initialvalue_vars_default\nconstvar (unknown), VT_ReactProperty, description=\"constant value\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#Linking-to-Reservoirs-from-a-Reaction","page":"Generic Reaction catalog","title":"Linking to Reservoirs from a Reaction","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"ReservoirLinksVector","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.Reservoirs.ReservoirLinksVector","page":"Generic Reaction catalog","title":"PALEOboxes.Reservoirs.ReservoirLinksVector","text":"ReservoirLinksVector(isotope_data::Dict, reservoirlist) -> (res::Vector, sms::Vector, diag::Vector)\n\nConvenience function to create variables required for a Reaction to link to a list of Reservoir variables. res contains VariableReactions , sms _sms that link to State, State_sms variables. diag contains VariableReactions _norm etc that link to additional properties.\n\nArguments\n\nreservoirlist::[(reservoir_name[::Isotope], units, description), ...]: list of Reservoirs\n\n\n\n\n\n","category":"function"},{"location":"ReactionCatalog/#Variable-Statistics","page":"Generic Reaction catalog","title":"Variable Statistics","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes.VariableStats","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"ReactionSum\nReactionWeightedMean\nReactionAreaVolumeValInRange","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.VariableStats.ReactionSum","page":"Generic Reaction catalog","title":"PALEOboxes.VariableStats.ReactionSum","text":"ReactionSum, ReactionVectorSum\n\nA sum of variables (eg budget).\n\nIf Parameter component_to_add == 0, all components of Isotopes are included.\nIf Parameter component_to_add == component_number, a single component only is included.\n\nParameters\n\nvars_to_add[Vector{String}]=[\"2\\myvar\", \"myothervar\", \"-1\\mythirdvar\"], default_value=[\"2\\myvar\", \"myothervar\", \"-1\\mythirdvar\"], description=\"vector of variable names to add, eg [2*myvar, myothervar, -1*mythirdvar]\"\nvars_prefix[String]=\"\", default_value=\"\", description=\"optional prefix for vars_to_add\"\ncomponent_to_add[Int64]=0, default_value=0, description=\"component to add, 0 for all\"\nvectorsum[Bool]=false, default_value=false, description=\"true to accumulate sum into vector Variable, false to accumulate sum into scalar (adding vector cells if necessary)\"\n\nMethods and Variables for default Parameters\n\ndo_scalarsum\nsum (unknown), VT_ReactProperty, description=\"sum of specified variables\"\n[myvar] (unknown), VT_ReactDependency, description=\"\"\n[myothervar] (unknown), VT_ReactDependency, description=\"\"\n[mythirdvar] (unknown), VT_ReactDependency, description=\"\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.VariableStats.ReactionWeightedMean","page":"Generic Reaction catalog","title":"PALEOboxes.VariableStats.ReactionWeightedMean","text":"ReactionWeightedMean\n\nWeighted mean (eg by area or volume) of Variable\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\n\nMethods and Variables\n\ndo_weighted_mean\nvar (unknown), VT_ReactDependency, description=\"variable to calculate weighted mean from\"\nmeasure (unknown), VT_ReactDependency, description=\"cell area or volume\"\nmeasure_total (unknown), VT_ReactDependency, description=\"total Domain area or volume\"\nvar_mean (unknown), VT_ReactProperty, description=\"weighted mean over Domain area or volume\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.VariableStats.ReactionAreaVolumeValInRange","page":"Generic Reaction catalog","title":"PALEOboxes.VariableStats.ReactionAreaVolumeValInRange","text":"ReactionAreaVolumeValInRange\n\nFraction of Domain area or volume with Variable in a range of values.\n\nParameters\n\nrange_min[Float64]=-Inf (mol m-3), default_value=-Inf, description=\"minimum value to include in frac\"\nrange_max[Float64]=Inf (mol m-3), default_value=Inf, description=\"maximum value to include in frac\"\n\nMethods and Variables\n\ndo_area_volume_in_range\nrangevar (unknown), VT_ReactDependency, description=\"variable to check within range\"\nmeasure (unknown), VT_ReactDependency, description=\"cell area or volume\"\nmeasure_total (unknown), VT_ReactDependency, description=\"total Domain area or volume\"\nfrac (), VT_ReactProperty, description=\"fraction of Domain area or volume in specified range\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#Fluxes","page":"Generic Reaction catalog","title":"Fluxes","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"Fluxes","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.Fluxes","page":"Generic Reaction catalog","title":"PALEOboxes.Fluxes","text":"Fluxes\n\nCreate and manage collections of Target and Contrib Variables used to define fluxes within or between Domains.\n\nConventions for defining biogeochemical fluxes within Domains\n\nParticulate organic matter (including CaCO3) with stoichiometry Corg:N:P:Ccarb is usually transferred as: flux_list [\"P\", \"N\", \"Corg::CIsotope\", \"Ccarb::CIsotope\"] with a prefix indicating the function (eg export_).\nSolute fluxes are usually transferred as: flux_list [\"DIC::CIsotope\", \"TAlk\", \"Ca\", \"P\", \"O2\", \"SO4::SIsotope\", \"H2S::SIsotope\", \"CH4::CIsotope\"] (where these names match the Reservoir names for the solutes), with a prefix indicating the function (usually just flux_ or soluteflux_).\n\nConventions for defining global fluxes between modules\n\nThe model configuration .yaml file should create a Domain for each global flux, containing one or more Fluxes.ReactionFluxTarget. Fluxes are then transferred (copied) by adding a Fluxes.ReactionFluxTransfer to each destination Domain.\n\nNaming conventions for Earth system fluxes:\n\nDomain name target prefix flux_list (illustrative, add as needed)\nfluxAtoLand flux_ [\"CO2::CIsotope\", \"O2\"]\nfluxRtoOcean flux_ [\"DIC::CIsotope\", \"TAlk\", \"Ca\", \"P\", \"SO4::SIsotope\"]\nfluxOceanBurial flux_ [\"Corg::CIsotope\", \"Ccarb::CIsotope\", \"Porg\", \"Pauth\", \"PFe\", \"P\", \"GYP::SIsotope\", \"PYR::SIsotope\"]\nfluxSedCrusttoAOcean flux_ [\"C::CIsotope\", \"S::SIsotope\", \"Redox\"]\nfluxLandtoSedCrust flux_ [\"Ccarb::CIsotope\", \"Corg::CIsotope\", \"GYP::SIsotope\", \"PYR::SIsotope\"]\nfluxOceanfloor particulateflux_ [\"P\", \"N\", \"Corg::CIsotope\", \"Ccarb::CIsotope\"]\n soluteflux_ [\"DIC::CIsotope\", \"TAlk\", \"Ca\", \"P\", \"O2\", \"SO4::SIsotope\", \"H2S::SIsotope\", \"CH4::CIsotope\"]\nfluxAtmtoOceansurface flux_ [\"CO2::CIsotope\", \"CH4::CIsotope\", \"O2\"]\n\n\n\n\n\n","category":"module"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes.Fluxes","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"ReactionFluxTarget\nReactionFluxTransfer","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.Fluxes.ReactionFluxTarget","page":"Generic Reaction catalog","title":"PALEOboxes.Fluxes.ReactionFluxTarget","text":"ReactionFluxTarget\n\nProvides either a target for fluxes from fluxlist in an input Domain or a constant stub, optionally calculates totals.\n\nFor each fluxname in fluxlist, creates:\n\nif const_stub==false, an input VarTarget pars.target_prefix[]*\"flux_\"*fluxname (or if const_stub==true, a constant VarProp).\nif flux_totals is true, a total VarPropScalar target_prefix[]*\"flux_total_\"*fluxname.\n\nParameters\n\nfluxlist[Vector{String}]=[\"example\"], default_value=[\"example\"], description=\"available fluxes\"\ntarget_prefix[String]=\"flux_\", default_value=\"flux_\", description=\"target names will be \"\", target total names will be \"total_\" (where is an entry in fluxlist)\"\nflux_totals[Bool]=false, default_value=false, description=\"true to calculate flux totals (as \"flux_total_\")\"\nconst_stub[Bool]=false, default_value=false, description=\"true to provide constant flux defined by :initial_value, :initial_delta attributes on input Target Variables \"flux_\"\"\n\nMethods and Variables for default Parameters\n\nmethodfn_do_nothing\nflux_example (mol yr-1), VT_ReactTarget, description=\"flux input\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.Fluxes.ReactionFluxTransfer","page":"Generic Reaction catalog","title":"PALEOboxes.Fluxes.ReactionFluxTransfer","text":"ReactionFluxTransfer\n\nCopy fluxes, optionally using transfer matrices to define cell-cell mappings if input and output fluxes are in a different Domain.\n\nThere are three common cases:\n\nTransfer within a Domain, using transfer_matrix Identity\nTransfer from a fluxXXX Domain to the Domain hosting the ReactionFluxTransfer, using transfer_matrix to define a mapping if these Domains are of different sizes. \nTransfer from a fluxXXX Domain to the boundary cells of an interior Domain (eg ocean.oceansurface), where the Domain hosting the ReactionFluxTransfer is the corresponding boundary Domain (eg oceansurface).\n\nFlux names\n\nThe list of flux names is generated by finding all names that match the pattern supplied to input_fluxes, so\n\nparameters:\n input_fluxes: fluxAtmtoOceansurface.flux_$fluxname$\n output_fluxes: ocean.oceansurface.$fluxname$_sms\n\nwill:\n\nMatch eg fluxAtmtoOceansurface.flux_CO2, fluxAtmtoOceansurface.flux_O2 and generate names CO2, O2.\nGenerate variables with Reaction-local names input_CO2, input_O2, and link names configured to link to the input fluxes\nGenerate variables with Reaction-local names output_CO2, output_O2, and link names configured to link to the output flux names generated by substituting $fluxname$ in output_fluxes.\n\nThis handles the common case eg O2 where the names of the input and output fluxes match. However, if they don't match, eg the input flux is called CO2 and the output flux should be applied to DIC, then it is necessary to use variable_links: to change the link name for output_CO2 to DIC.\n\nParameters\n\ninput_fluxes[String]=\"[inputdomain.][inputsubdomain.]flux_$fluxname$\", default_value=\"[inputdomain.][inputsubdomain.]flux_$fluxname$\", description=\"string to match to find input flux Variables. These Variables will local names \"input_$fluxname$\".\"\noutput_fluxes[String]=\"[outputdomain.][outputsubdomain.]$fluxname$_sms\", default_value=\"[outputdomain.][outputsubdomain.]$fluxname$_sms\", description=\"string to use to generate output flux Variables where $fluxname$ is substituted from input_fluxes. These Variables will local names \"output_$fluxname$\", and are optional (ie ignored if not linked). Usually the output Domain is the Domain hosting the ReactionFluxTransfer (in general, it must be a Domain of the same size as the Domain hosting the ReactionFluxTransfer).\"\ntransfer_multiplier[Float64]=1.0, default_value=1.0, description=\"scalar multiplier for transfer\"\ntransfer_matrix[String]=\"Identity\", default_value=\"Identity\", allowed_values=[\"Identity\", \"Distribute\", \"Custom\"], description=\"matrix defining input Domain (length n) -> output Domain (length m) mapping: 'Identity' copies fluxes directly, requires m == n; 'Distribute' uniformly distributes fluxes from input->output: sums over n and them distributes fraction 1/m evenly to each m; 'Custom' requires transfer matrix to be supplied\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#Contributing-to-flux-couplers-from-a-Reaction","page":"Generic Reaction catalog","title":"Contributing to flux couplers from a Reaction","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"FluxContrib","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.Fluxes.FluxContrib","page":"Generic Reaction catalog","title":"PALEOboxes.Fluxes.FluxContrib","text":"FluxContrib(\n fluxprefix::AbstractString, flux_list;\n [, isotope_data::Dict]\n [, space=PB.CellSpace][, alloptional=true]\n) -> vartuple::NamedTuple\n\nCreate a NamedTuple of VarContrib from flux_prefix.*flux_list, needed for a Reaction to write to a flux coupler. Entries in flux_list of form fluxname::isotope are parsed to look up isotope type from isotope_data Dict.\n\nFor each fluxname in flux_list, the generated VarContrib vartuple.fluxname have link_namestr=$(fluxprefix)$(fluxname)\" and localname=\"$(fluxprefix)$(fluxname) (with any . in fluxprefix substituted to _).\n\nExample:\n\njulia> fluxRtoOcean = PB.Fluxes.FluxContrib(\"fluxRtoOcean.flux_\", [\"P\", \"SO4::SIsotope\"], isotope_data=Dict(\"SIsotope\"=>PB.IsotopeLinear), space=PB.ScalarSpace);\n\njulia> fluxRtoOcean.P\nPALEOboxes.VariableReaction{PALEOboxes.VT_ReactContributor}\n localname='fluxRtoOcean_flux_P'\n link_name='fluxRtoOcean.flux_P[unlinked]'\n attributes=Dict{Symbol, Any}(:description => \"flux P\", :space => PALEOboxes.ScalarSpace, :standard_variable => false, :norm_value => 1.0, :data_dims => String[], :long_name => \"\", :vfunction => PALEOboxes.VF_Undefined, :field_data => PALEOboxes.ScalarData, :initial_delta => 0.0, :units => \"mol yr-1\"…)\n\njulia> fluxRtoOcean.SO4\nPALEOboxes.VariableReaction{PALEOboxes.VT_ReactContributor}\n localname='fluxRtoOcean_flux_SO4'\n link_name='fluxRtoOcean.flux_SO4[unlinked]'\n attributes=Dict{Symbol, Any}(:description => \"flux SO4\", :space => PALEOboxes.ScalarSpace, :standard_variable => false, :norm_value => 1.0, :data_dims => String[], :long_name => \"\", :vfunction => PALEOboxes.VF_Undefined, :field_data => PALEOboxes.IsotopeLinear, :initial_delta => 0.0, :units => \"mol yr-1\"…)\n\n\n\n\n\n","category":"function"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"ReactionCatalog/#Forcings","page":"Generic Reaction catalog","title":"Forcings","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"Forcings.ReactionForceInterp\nGridForcings.ReactionForceGrid\nFluxPerturb.ReactionFluxPerturb\nFluxPerturb.ReactionRestore","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.Forcings.ReactionForceInterp","page":"Generic Reaction catalog","title":"PALEOboxes.Forcings.ReactionForceInterp","text":"ReactionForceInterp\n\nProvide a scalar Property F, linearly interpolated from a table of values vs time tforce.\n\nThe table of values is set by parameters force_times and force_values.\n\nThe input time Variable is tforce, with default linking to the global.tforce Variable.\n\nUse the configuration file to rename the output variable F (and if necessary, the input Variable tforce).\n\nSet extrapolate = \"extrapolate\" to use extrapolate_before, extrapolate_after to set constant values when 'tforce' is out-of-range of force_times (or alternatively, set extrapolate = \"throw\" and use guard values for force_times at -1e30, 1e30).\n\nParameters\n\nforce_times[Vector{Float64}]=[-1.0e30, 1.0e30] (yr), default_value=[-1.0e30, 1.0e30], description=\"interpolated forcing times\"\nforce_values[Vector{Float64}]=[1.0, 1.0], default_value=[1.0, 1.0], description=\"interpolated forcing values\"\nextrapolate[String]=\"throw\", default_value=\"throw\", allowed_values=[\"throw\", \"constant\"], description=\"behaviour if tforce is out of range\"\nextrapolate_before[Float64]=NaN, default_value=NaN, description=\"value to use if 'extrapolate=constant' and tforce < first(perturb_times)\"\nextrapolate_after[Float64]=NaN, default_value=NaN, description=\"value to use if 'extrapolate=constant' and tforce > last(perturb_times)\"\n\nMethods and Variables\n\ndo_forceinterp\ntforce –> global.tforce (yr), VT_ReactDependency, description=\"historical time at which to apply forcings, present = 0 yr\"\nF (), VT_ReactProperty, description=\"interpolated forcing\"\n\n\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.GridForcings.ReactionForceGrid","page":"Generic Reaction catalog","title":"PALEOboxes.GridForcings.ReactionForceGrid","text":"ReactionForceGrid\n\nApply time-dependent, periodic forcing from a variable in a netcdf or Matlab file, optionally applying a scaling, a constant linear offset, and a linear offset generated from a scalar model variable.\n\nReads records tidx_start:tidx_end (assumed to be the last dimension) for data_var from a gridded dataset in netcdf_file or matlab_file, maps grid to linear using the Domain grid (which must match that of data_var).\n\nIf tidx_end > tidx_start (ie multiple records), reads a netcdf or Matlab variable named time_var, applies periodicity cycle_time, and uses this to linearly interpolate to model time.\n\nThen applies forcing:\n\nF = scale*`data_var` + constant_offset + scale_offset_var*`scalar_offset_var`\n\nOptionally (if interp_vars is non-empty), interpolate forcing from additional dimensions in the netcdf file, given values supplied by additional Variable dependencies. NB: netcdf dimensions order must be grid_vars x interp_varsxtimevar, where order withininterpvars` also must match netcdf order.\n\nParameters\n\nnetcdf_file[String]=\"\", default_value=\"\", description=\"netcdf file with gridded time-series data\"\nmatlab_file[String]=\"\", default_value=\"\", description=\"matlab file with gridded time-series data\"\nmatlab_key[String]=\"\", default_value=\"\", description=\"Dictionary key in Matlab file to use (empty string to stay at top level Dict)\"\ndata_var[String]=\"\", default_value=\"\", description=\"variable name in data file\"\ntime_var[String]=\"time\", default_value=\"time\", description=\"time variable name in data file (empty to generate evenly spaced times from cycle_time)\"\ntime_fac[Float64]=1.0, default_value=1.0, description=\"multiplier to convert time_var to model time (yr)\"\ntidx_start[Int64]=1, default_value=1, description=\"first record in data file to use\"\ntidx_end[Int64]=1, default_value=1, description=\"last record in data file to use (set equal to tidx_start for constant forcing from single record)\"\nuse_timeav[Bool]=false, default_value=false, description=\"true to average records and provide constant forcing at time-averaged value\"\ntime_extrap_const[Bool]=false, default_value=false, description=\"true to extrapolate out-of-range times to first/last value, false to error if time out-of-range\"\ncycle_time[Float64]=0.0 (yr), default_value=0.0, description=\"time periodicity to apply (0.0 to disable periodic)\"\ninterp_vars[Vector{String}]=String[], default_value=String[], description=\"optional interpolation variables for additional grid dimensions. NB: netcdf dimensions order must be grid_vars x interp_vars x time_var, where order within interp_vars also must match netcdf order\"\ninterp_log[Vector{Bool}]=Bool[], default_value=Bool[], description=\"true to interpolate interp_vars in log space\"\ndata_replace_nan[Float64]=NaN, default_value=NaN, description=\"value to replace NaN in data\"\nscale[Float64]=1.0, default_value=1.0, description=\"scaling factor to apply\"\nconstant_offset[Float64]=0.0, default_value=0.0, description=\"constant offset to apply\"\nscale_offset_var[Float64]=0.0, default_value=0.0, description=\"scaling for additional scalar offset from model variable (0.0 to disable)\"\n\nMethods and Variables for default Parameters\n\ndo_force_grid\ntforce –> global.tforce (yr), VT_ReactDependency, description=\"historical time at which to apply forcings, present = 0 yr\"\nF (unknown), VT_ReactProperty, description=\"interpolated forcing\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.FluxPerturb.ReactionFluxPerturb","page":"Generic Reaction catalog","title":"PALEOboxes.FluxPerturb.ReactionFluxPerturb","text":"ReactionFluxPerturb\n\nProvide a scalar flux F, linearly interpolated from a table of values vs time tforce.\n\nThe table of values is set by parameters perturb_times and perturb_totals, and optionally perturb_deltas.\n\nThe input time Variable is tforce, with default linking to the global.tforce Variable.\n\nUse the configuration file to rename output variable F (and if necessary, the input Variable tforce).\n\nSet extrapolate = \"extrapolate\" to use extrapolate_before, extrapolate_after to set constant values when 'tforce' is out-of-range of perturb_times (or alternatively, set extrapolate = \"throw\" and use guard values for perturb_times at -1e30, 1e30).\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\nperturb_times[Vector{Float64}]=[-1.0e30, 1.0e30] (yr), default_value=[-1.0e30, 1.0e30], description=\"interpolated perturbation times\"\nperturb_totals[Vector{Float64}]=[1.0, 1.0] (mol yr-1), default_value=[1.0, 1.0], description=\"interpolated perturbation totals\"\nperturb_deltas[Vector{Float64}]=[0.0, 0.0] (per mil), default_value=[0.0, 0.0], description=\"interpolated perturbation deltas\"\nextrapolate[String]=\"throw\", default_value=\"throw\", allowed_values=[\"throw\", \"constant\"], description=\"behaviour if tforce is out of range\"\nextrapolate_before[Float64]=NaN, default_value=NaN, description=\"value to use if 'extrapolate=constant' and tforce < first(perturb_times)\"\nextrapolate_before_delta[Float64]=NaN, default_value=NaN, description=\"value to use if 'extrapolate=constant' and tforce < first(perturb_times)\"\nextrapolate_after[Float64]=NaN, default_value=NaN, description=\"value to use if 'extrapolate=constant' and tforce > last(perturb_times)\"\nextrapolate_after_delta[Float64]=NaN, default_value=NaN, description=\"value to use if 'extrapolate=constant' and tforce > last(perturb_times)\"\n\nMethods and Variables\n\ndo_flux_perturb\ntforce –> global.tforce (yr), VT_ReactDependency, description=\"time at which to apply perturbation\"\nF (mol yr-1), VT_ReactContributor, description=\"interpolated flux perturbation\"\nFApplied –> %reaction%FApplied (mol yr-1), VT_ReactProperty, description=\"flux perturbation applied, for diagnostic output\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.FluxPerturb.ReactionRestore","page":"Generic Reaction catalog","title":"PALEOboxes.FluxPerturb.ReactionRestore","text":"ReactionRestore\n\nAdds RestoringFlux in response to discrepancy between Variable WatchLevel and Parameter RequiredLevel\n\nParameters\n\nfield_data[DataType]=PALEOboxes.ScalarData, default_value=PALEOboxes.ScalarData, allowed_values=Type[PALEOboxes.ScalarData, PALEOboxes.IsotopeLinear], description=\"disable / enable isotopes and specify isotope type\"\nRequiredLevel[Float64]=0.0 (mol), default_value=0.0, description=\"target value of WatchLevel\"\ntrestore[Float64]=1.0 (yr), default_value=1.0, description=\"restoring timescale\"\nRequiredDelta[Float64]=0.0 (per mil), default_value=0.0, description=\"target value of WatchLevel delta\"\nsource_only[Bool]=false, default_value=false, description=\"false to allow input and output, true to allow input only\"\n\nMethods and Variables\n\ndo_restore\nWatchLevel (mol), VT_ReactDependency, description=\"level to observe and restore\"\nRestoringFlux (mol yr-1), VT_ReactContributor, description=\"restoring flux\"\nRestoringApplied –> %reaction%RestoringApplied (mol yr-1), VT_ReactProperty, description=\"restoring flux for diagnostic output\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#Grids","page":"Generic Reaction catalog","title":"Grids","text":"","category":"section"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"Minimal generic model grids for test purposes.","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"These just define the Domain size, and don't provide coordinate or metric information (cell volume, area). Models will usually require a Reaction with a Domain-specific implementation (eg for ocean, atmosphere) that defines coordinates and volumes etc and also implements transport (advection, eddy diffusion, etc).","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"CurrentModule = PALEOboxes.GridReactions","category":"page"},{"location":"ReactionCatalog/","page":"Generic Reaction catalog","title":"Generic Reaction catalog","text":"ReactionUnstructuredVectorGrid\nReactionCartesianGrid\nReactionGrid2DNetCDF","category":"page"},{"location":"ReactionCatalog/#PALEOboxes.GridReactions.ReactionUnstructuredVectorGrid","page":"Generic Reaction catalog","title":"PALEOboxes.GridReactions.ReactionUnstructuredVectorGrid","text":"ReactionUnstructuredVectorGrid\n\nCreate an PB.Grids.UnstructuredVectorGrid with ncells (from ncells Parameter).\n\nParameters\n\nncells[Int64]=1, default_value=1, description=\"number of grid cells\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.GridReactions.ReactionCartesianGrid","page":"Generic Reaction catalog","title":"PALEOboxes.GridReactions.ReactionCartesianGrid","text":"ReactionCartesianGrid\n\nCreate a PB.Grids.CartesianArrayGrid with dims and dimnames`\n\nParameters\n\ndimnames[Vector{String}]=[\"lat\", \"lon\", \"z\"], default_value=[\"lat\", \"lon\", \"z\"], description=\"grid dimension names\"\ndims[Vector{Int64}]=[2, 3, 4], default_value=[2, 3, 4], description=\"grid dimensions\"\n\n\n\n\n\n","category":"type"},{"location":"ReactionCatalog/#PALEOboxes.GridReactions.ReactionGrid2DNetCDF","page":"Generic Reaction catalog","title":"PALEOboxes.GridReactions.ReactionGrid2DNetCDF","text":"ReactionGrid2DNetCDF\n\nCreate a 2D PB.Grids.CartesianLinearGrid from grid information in a NetCDF file.\n\nParameters\n\ngrid_type[UnionAll]=PALEOboxes.Grids.CartesianArrayGrid, default_value=PALEOboxes.Grids.CartesianArrayGrid, allowed_values=Type[PALEOboxes.Grids.CartesianArrayGrid, PALEOboxes.Grids.CartesianLinearGrid], description=\"Cartesian grid type to create\"\ngrid_file[String]=\"\", default_value=\"\", description=\"netcdf file with 2D grid information\"\ncoordinate_names[Vector{String}]=[\"longitude\", \"latitude\"], default_value=[\"longitude\", \"latitude\"], description=\"coordinate names to read from netcdf file\"\nequalspacededges[Bool]=false, default_value=false, description=\"true to calculate cell edges assuming an equal-spaced grid\"\narea_var[String]=\"\", default_value=\"\", description=\"netcdf variable with cell area (if available)\"\nplanet_radius[Float64]=6.371229e6, default_value=6.371229e6, description=\"radius to calculate cell area from spherical geometry (if area_var = \"\")\"\n\nMethods\n\nsetup_grid_2DNetCDF\nAsurf (m^2), VT_ReactProperty, description=\"horizontal area of surface\"\nAsurf_total (m^2), VT_ReactProperty, description=\"total horizontal area of surface\"\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#Solver-API","page":"Solver API","title":"Solver API","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"A Model contains Domains, each of which contain Variables defining Fields, and Reactions with ReactionMethods that operate on the Fields to calculate model time evolution.","category":"page"},{"location":"Solver API/#Create-and-initialise","page":"Solver API","title":"Create and initialise","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"create_model_from_config(config_file::AbstractString, configmodel::AbstractString)\ncheck_variable_links\ncreate_modeldata(model::Model, vectype::DataType=Array{Float64,1})\nModelData\nadd_arrays_data!\npush_arrays_data!\nallocate_variables!\n\ncheck_ready(model::Model, modeldata::AbstractModelData; throw_on_error=true)\ncheck_configuration(model::Model)\ninitialize_reactiondata!(model::Model, modeldata::AbstractModelData)\ndispatch_setup\ncreate_dispatch_methodlists\nReactionMethodDispatchList","category":"page"},{"location":"Solver API/#PALEOboxes.create_model_from_config-Tuple{AbstractString, AbstractString}","page":"Solver API","title":"PALEOboxes.create_model_from_config","text":"create_model_from_config(\n config_file::AbstractString, configmodel::AbstractString;\n modelpars::Dict = Dict()\n) -> model::Model\n\ncreate_model_from_config(\n config_files,\n configmodel::AbstractString;\n modelpars::Dict = Dict()\n) -> model::Model\n\nConstruct model from a single YAML config_file, or from a collection of config_files, which are read in order and concatenated before being parsed as yaml.\n\nOptional argument modelpars provides parameters that override those in : parameters: section.\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#PALEOboxes.check_variable_links","page":"Solver API","title":"PALEOboxes.check_variable_links","text":"check_variable_links(model, modeldata; [throw_on_error=true] [, expect_hostdep_varnames=[\"global.tforce\"]]) -> links_ok::Bool\n\nCheck all Variables linked correctly, by checking that there are no unexpected host-dependent non-state Variables (ie unlinked Variables)\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.create_modeldata","page":"Solver API","title":"PALEOboxes.create_modeldata","text":"create_modeldata(model::Model [; arrays_eltype=Float64]) -> modeldata::ModelData\n\nCreate a new ModelData struct for model variables with data arrays element type arrays_eltype.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.ModelData","page":"Solver API","title":"PALEOboxes.ModelData","text":"ModelData(model::Model; arrays_eltype::DataType=Float64, allocatenans::Bool=true)\n\nCreate a ModelData struct containing model data arrays.\n\nOne set of data arrays is created with eltype=arrays_eltype, accessed with arrays_idx=1\n\nAdditional sets of data arrays may be added by push_arrays_data!, eg in order to support automatic differentiation which requires Dual numbers as the array element type.\n\nFields\n\ncellranges_all::Vector{AbstractCellRange}: default cellranges covering all domains\ndispatchlists_all: default dispatchlists covering all domains\nsolver_view_all: optional untyped context field for use by external solvers.\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#PALEOboxes.add_arrays_data!","page":"Solver API","title":"PALEOboxes.add_arrays_data!","text":"add_arrays_data!(\n model, modeldata, arrays_eltype::DataType, arrays_tagname::AbstractString;\n [method_barrier=nothing] [, generated_dispatch=true] [, kwargs...])\n\nAdd a data array set to modeldata, allocate memory, and initialize reactiondata.\n\nElement type and tag name are set by arrays_eltype, arrays_tagname\n\nSee allocate_variables!(model::Model, modeldata::AbstractModelData, arrays_idx::Int) and [initialize_reactiondata!] for keyword arguments.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.push_arrays_data!","page":"Solver API","title":"PALEOboxes.push_arrays_data!","text":"push_arrays_data!(modeldata, arrays_eltype::DataType, arrays_tagname::AbstractString)\n\nAdd an (unallocated) additional array set with element type arrays_eltype.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.allocate_variables!","page":"Solver API","title":"PALEOboxes.allocate_variables!","text":"allocate_variables!(\n vars, modeldata, arrays_idx; \n [, eltypemap::Dict{String, DataType}],\n [, default_host_dependent_field_data=nothing],\n [, allow_base_link=true],\n [. use_base_transfer_jacobian=true],\n [, use_base_vars=String[]],\n [, check_units_opt=:no])\n\nAllocate or link memory for VariableDomains vars in modeldata array set arrays_idx\n\nElement type of allocated Arrays is determined by eltype(modeldata, arrays_idx) (the usual case, allowing use of AD types), which can be overridden by Variable :datatype attribute if present (allowing Variables to ignore AD types). :datatype may be either a Julia DataType (eg Float64), or a string to be looked up in eltypemap.\n\nIf allow_base_link==true, and any of the following are true a link is made to the base array (arrays_idx=1), instead of allocating a new array in array set arrays_idx: - Variable element type matches modeldata base eltype (arraysidx=1) - `usebasetransferjacobian=trueand Variable:transferjacobianattribute is set - Variable full name is inusebase_vars`\n\nField data type is determined by Variable :field_data attribute, optionally this can take a default_host_dependent_field_data default for Variables with host_dependent(v)==true (these are Variables with no Target or no Property linked, intended to be external dependencies supplied by the solver).\n\nIf check_units_opt != :no then the :units field of linked variable is checked, resulting in either a warning (if check_units_opt=:warn) or error (if check_units_opt=:error).\n\n\n\n\n\nallocate_variables!(model, modeldata, arrays_idx; kwargs...)\n\nAllocate memory for Domain variables for every Domain in model.\n\nSee allocate_variables!(domain::Domain, modeldata::AbstractModelData, arrays_idx::Int).\n\n\n\n\n\nallocate_variables!(domain, modeldata, arrays_idx; [hostdep=false] [, kwargs...])\n\nAllocate memory for Domain Variables. \n\nIf hostdep=false, only internal Variables are allocated, allowing host-dependent Variables (usually state Variables and derivatives + any external dependencies) to be set to views on host-managed arrays.\n\nSee allocate_variables!(vars, modeldata::AbstractModelData, arrays_idx::Int).\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.check_ready-Tuple{PALEOboxes.Model, PALEOboxes.AbstractModelData}","page":"Solver API","title":"PALEOboxes.check_ready","text":"check_ready(model, modeldata; [throw_on_error=true]) -> ready::Bool\n\nCheck all variable pointers set (ie all arrays allocated for variable data)\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#PALEOboxes.check_configuration-Tuple{PALEOboxes.Model}","page":"Solver API","title":"PALEOboxes.check_configuration","text":"check_configuration(model; [throw_on_error=true]) -> config_ok::Bool\n\nCalls optional Reaction check_configuration methods to perform additional configuration checks.\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#PALEOboxes.initialize_reactiondata!-Tuple{PALEOboxes.Model, PALEOboxes.AbstractModelData}","page":"Solver API","title":"PALEOboxes.initialize_reactiondata!","text":"initialize_reactiondata!(model::Model, modeldata::AbstractModelData; kwargs...)\n\nProcesses VarList_...s from ReactionMethods and populates modeldata.sorted_methodsdata_... with sorted lists of ReactionMethods and corresponding Variable accessors.\n\nOptionally calls create_dispatch_methodlists(model, modeldata, modeldata.cellranges_all) to set modeldata.dispatchlists_all to default ReactionMethodDispatchLists for entire model.\n\nKeyword arguments\n\narrays_indices=1:num_arrays(modeldata): modeldata arrays_idx to generate dispatch lists for\ncreate_dispatchlists_all=false: true to set modeldata.dispatchlists_all\ngenerated_dispatch=true: true to use autogenerated code for modeldata.dispatchlists_all (fast dispatch, slow compile)\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#PALEOboxes.dispatch_setup","page":"Solver API","title":"PALEOboxes.dispatch_setup","text":"dispatch_setup(model, attribute_name, modeldata, cellranges=modeldata.cellranges_all)\n\nCall setup methods, eg to initialize data arrays (including state variables).\n\nattribute_name defines the setup operation performed. dispatch_setup should be called in sequence with attribute_name = :\n\n:setup: initialise Reactions and set up any non-state Variables (eg model grid Variables) (applied to modeldata arrays_idx=1, values then copied to other arrays_idx)\n:norm_value: set state Variable values from :norm_value attribute in .yaml file, and initialise any Reaction state that requires this value (arrays_idx 1 only)\n:initial_value (optional): set state Variable values from :initial_value attribute in .yaml file (arrays_idx 1 only)\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.create_dispatch_methodlists","page":"Solver API","title":"PALEOboxes.create_dispatch_methodlists","text":"create_dispatch_methodlists(model::Model, modeldata::AbstractModelData, arrays_idx::Int, cellranges; kwargs) \n -> DispatchMethodLists(list_initialize, list_do)\n\nCompile lists of initialize and do methods + corresponding cellrange for main loop do_deriv.\n\nSubset of methods and cellrange to operate on are generated from supplied cellranges.\n\nKeyword arguments\n\nverbose=false: true for additional log output\ngenerated_dispatch=true: true to create ReactionMethodDispatchLists (fast dispatch using generated code, slow compile time), false to create ReactionMethodDispatchListNoGen (slow dynamic dispatch, fast compile time)\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.ReactionMethodDispatchList","page":"Solver API","title":"PALEOboxes.ReactionMethodDispatchList","text":"ReactionMethodDispatchList\n\nDefines a list of ReactionMethod with corresponding CellRange and views on Variable data (sub)arrays.\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#Attaching-numerical-solvers","page":"Solver API","title":"Attaching numerical solvers","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"High-level access to aggregated collections of Variables is provided by VariableAggregator and VariableAggregatorNamed (see Accessing model objects for low-level access).","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"VariableAggregator\nget_indices\ncopyto!(dest::VariableAggregator, src::AbstractVector; sof::Int=1)\ncopyto!(dest::AbstractVector, src::VariableAggregator; dof::Int=1)\n\nVariableAggregatorNamed","category":"page"},{"location":"Solver API/#PALEOboxes.VariableAggregator","page":"Solver API","title":"PALEOboxes.VariableAggregator","text":"VariableAggregator(vars, cellranges, modeldata, arrays_idx) -> VariableAggregator\n\nAggregate multiple VariableDomains into a flattened list (a contiguous Vector).\n\nCreates a VariableAggregator for collection of Variables vars, with indices from corresponding cellranges, for data arrays in modeldata with arrays_idx.\n\ncellranges may contain nothing entries to indicate whole Domain.\n\nThis is mostly useful for aggregating state Variables, derivatives, etc to implement an interface to a generic ODE/DAE etc solver.\n\nValues may be copied to and from a Vector using copyto!\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#PALEOboxes.get_indices","page":"Solver API","title":"PALEOboxes.get_indices","text":"get_indices(va::VariableAggregator, varnamefull::AbstractString; allow_not_found=false) -> indices::UnitRange{Int64}\n\nReturn indices in flattened Vector corresponding to Variable varnamefull\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#Base.copyto!-Tuple{PALEOboxes.VariableAggregator, AbstractVector}","page":"Solver API","title":"Base.copyto!","text":"copyto!(dest::VariableAggregator, src::AbstractVector; sof=1) -> num_copied::Int\n\nSet aggregated Variables dest = (contiguous) Vector src.\n\nOptional sof sets first index in src to use.\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#Base.copyto!-Tuple{AbstractVector, PALEOboxes.VariableAggregator}","page":"Solver API","title":"Base.copyto!","text":"copyto!(dest::AbstractVector, va::VariableAggregator; dof=1) -> num_copied::Int\n\nSet (contiguous) Vector dest = aggregated Variables src\n\nOptional dof sets first index in dest\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#PALEOboxes.VariableAggregatorNamed","page":"Solver API","title":"PALEOboxes.VariableAggregatorNamed","text":"VariableAggregatorNamed(modeldata, arrays_idx=1) -> VariableAggregatorNamed\nVariableAggregatorNamed(vars, modeldata, arrays_idx=1) -> VariableAggregatorNamed\nVariableAggregatorNamed(va::VariableAggregator; ignore_cellranges=false) -> VariableAggregatorNamed\n\nAggregate VariableDomains into nested NamedTuples, with Domain and Variable names as keys and data arrays (from get_data) as values.\n\nAny / characters in Variable names are replaced with __ (double underscore)\n\nThis provides direct access to Variables by name, and is mostly useful for testing or for small models.\n\nFields\n\nvars: nested NamedTuples (domainname, varname) of VariableDomains\nvalues: nested NamedTuples (domainname, varname) of data arrays.\n\n\n\n\n\n","category":"type"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"Aggregated collections of a subset of Parameters as a flattened Vector (eg for sensitivity studies) is provided by ParameterAggregator:","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"ParameterAggregator","category":"page"},{"location":"Solver API/#PALEOboxes.ParameterAggregator","page":"Solver API","title":"PALEOboxes.ParameterAggregator","text":"ParameterAggregator(parfullnames::Vector{String}, model; eltype=Float64) -> ParameterAggregator\n\nRepresent a subset of model parameters given by parfullnames as a flattened Vector\n\nparfulnames is a Vector of form [\"domainname.reactionname.parname\", ...] defining a subset of model parameters (NB: must be of type ParDouble or ParDoubleVec ie scalar or vector of Float64).\n\nnorm_values can be used to specify normalisation of the flattened parameter vector (defaults to 1.0).\n\nThe parameters can then be set from and copied to a flattened Vector using:\n\ncopyto!(pa::ParameterAggregator, newvalues::Vector) # set from newvalues .* norm_values\ncopyto!(currentvalues::Vector, pa::ParameterAggregator) # copy to currentvalues, dividing by norm_values\nget_currentvalues(pa::ParameterAggregator) -> currentvalues::Vector\n\nThe subset of parameters are then defined by the p parameter Vector used by SciML solvers, and combined with the full set (from the yaml file) to eg solve an ODE to enable sensitivity studies.\n\neltype can be eg a Dual number to support ForwardDiff automatic differentiation for parameter Jacobians.\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#Defining-CellRanges","page":"Solver API","title":"Defining CellRanges","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"AbstractCellRange\nCellRange\nCellRangeColumns\ncreate_default_cellrange","category":"page"},{"location":"Solver API/#PALEOboxes.AbstractCellRange","page":"Solver API","title":"PALEOboxes.AbstractCellRange","text":"AbstractCellRange\n\nDefines a range of cells within a Domain.\n\nFields\n\nAll implementations should define:\n\ndomain::Domain: the Domain covered by this cellrange.\noperatorID::Int: If operatorID==0, call all Reactions, otherwise only call those with matching operatorID (this enables operator splitting).\nindices: an iterable list of cell indices.\n\nAnd then may provide subtype-specific fields defining additional ranges of cells.\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#PALEOboxes.CellRange","page":"Solver API","title":"PALEOboxes.CellRange","text":"CellRange <: AbstractCellRange\n\nDefines a range of cells in a specified Domain as a linear list.\n\nFields\n\ndomain\noperatorID\nindices: may be any valid Julia indexing range thing eg 1:100, [1 2 3 4], etc\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#PALEOboxes.CellRangeColumns","page":"Solver API","title":"PALEOboxes.CellRangeColumns","text":"CellRangeColumns <: AbstractCellRange\n\nDefines a range of cells in a specified Domain, organised by columns.\n\nFields\n\ndomain\noperatorID\nindices: iterator through all cells in arbitrary order\ncolumns: iterator through columns: columns[n] returns a Pair icol=>cells where cells are ordered top to bottom\n\n\n\n\n\n","category":"type"},{"location":"Solver API/#PALEOboxes.create_default_cellrange","page":"Solver API","title":"PALEOboxes.create_default_cellrange","text":"create_default_cellrange(model::Model [; operatorID=0]) -> Vector{AbstractCellRange}\n\nCreate a Vector of CellRange instances covering the entire model.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes.Grids","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"create_default_cellrange\ncellrange_cartesiantile","category":"page"},{"location":"Solver API/#PALEOboxes.Grids.create_default_cellrange","page":"Solver API","title":"PALEOboxes.Grids.create_default_cellrange","text":"create_default_cellrange(domain, grid, [; operatorID=0]) -> CellRange\n\nCreate a CellRange for entire domain and supplied operatorID\n\n\n\n\n\ncreate_default_cellrange(domain, grid::Nothing [; operatorID=0]) -> CellRange\n\nCreate a CellRange for entire domain. Fallback for a domain with no grid\n\n\n\n\n\ncreate_default_cellrange(domain, grid::UnstructuredVectorGrid [; operatorID=0]) -> CellRange\n\nCreate a CellRange for entire domain - use linear index.\n\n\n\n\n\ncreate_default_cellrange(domain, grid::UnstructuredColumnGrid [; operatorID=0]) -> CellRangeColumns\n\nCreate a CellRange for entire domain. Return a PB.CellRangeColumns with iterators for columns and cells.\n\n\n\n\n\ncreate_default_cellrange(domain, grid::Union{CartesianLinearGrid, CartesianArrayGrid} [; operatorID=0]) -> CellRangeColumns\n\nCreate a CellRange for entire domain. Return a PB.CellRangeColumns provided by cellrange_cartesiantile\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.Grids.cellrange_cartesiantile","page":"Solver API","title":"PALEOboxes.Grids.cellrange_cartesiantile","text":"cellrange_cartesiantile\n\nCreate a range of cells within a region of CartesianLinearGrid specified by rangestuple in a specified PB.Domain\n\nrangestuple is a tuple of Cartesian index ranges eg (1:9, :, :) for a 3D grid.\n\n\n\n\n\n3D case return a CellRangeColumns\n\n\n\n\n\nreturn partitioning of a 3D Domain into n tiles\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#Main-loop","page":"Solver API","title":"Main loop","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"do_deriv\ndispatch_methodlist","category":"page"},{"location":"Solver API/#PALEOboxes.do_deriv","page":"Solver API","title":"PALEOboxes.do_deriv","text":"do_deriv(dispatchlists, deltat::Float64=0.0)\ndo_deriv(dispatchlists, pa::ParameterAggregator, deltat::Float64=0.0)\n\nWrapper function to calculate entire derivative (initialize and do methods) in one call. dispatchlists is from create_dispatch_methodlists.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.dispatch_methodlist","page":"Solver API","title":"PALEOboxes.dispatch_methodlist","text":"dispatch_methodlist(dl::ReactionMethodDispatchList, deltat::Float64=0.0)\ndispatch_methodlist(dl::ReactionMethodDispatchList, pa::ParameterAggregator, deltat::Float64=0.0)\ndispatch_methodlist(dl::ReactionMethodDispatchListNoGen, deltat::Float64=0.0)\ndispatch_methodlist(dl::ReactionMethodDispatchListNoGen, pa::ParameterAggregator, deltat::Float64=0.0)\n\nCall a list of ReactionMethods.\n\nImplementation\n\nAs an optimisation, with dl::ReactionMethodDispatchList uses @generated for Type stability and to avoid dynamic dispatch, instead of iterating over lists.\n\nReactionMethodDispatchList fields are Tuples hence are fully Typed, the @generated function emits unrolled code with a function call for each Tuple element. \n\n\n\n\n\n","category":"function"},{"location":"Solver API/#Diagnostics","page":"Solver API","title":"Diagnostics","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"show_methods_setup\nshow_methods_initialize\nshow_methods_do\nshow_variables\nshow_links\nshow_parameters","category":"page"},{"location":"Solver API/#PALEOboxes.show_methods_setup","page":"Solver API","title":"PALEOboxes.show_methods_setup","text":"show_methods_setup(model::Model)\n\nDisplay ordered list of Reaction setup methods (registered by add_method_setup!, called by dispatch_setup)\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.show_methods_initialize","page":"Solver API","title":"PALEOboxes.show_methods_initialize","text":"show_methods_initialize(model::Model)\n\nDisplay ordered list of Reaction initialize methods (registered by add_method_initialize!, called by do_deriv at start of each model timestep).\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.show_methods_do","page":"Solver API","title":"PALEOboxes.show_methods_do","text":"show_methods_do(model::Model)\n\nDisplay ordered list of Reaction do methods (registered by add_method_do!, called by do_deriv for each model timestep).\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.show_variables","page":"Solver API","title":"PALEOboxes.show_variables","text":"show_variables(obj, ...) -> Table\n\nShow all Variables attached to PALEO object obj\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.show_links","page":"Solver API","title":"PALEOboxes.show_links","text":"show_links(vardom::VariableDomain)\nshow_links(model::Model, varnamefull::AbstractString)\nshow_links(io::IO, vardom::VariableDomain)\nshow_links(io::IO, model::Model, varnamefull::AbstractString)\n\nDisplay all VariableReactions linked to this VariableDomain\n\nvarnamefull should be of form \".\"\n\nLinked variables are shown as \"...\"\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.show_parameters","page":"Solver API","title":"PALEOboxes.show_parameters","text":"show_parameters(model) -> DataFrame\n\nGet parameters for all reactions in model.\n\nExamples:\n\nShow all model parameters using VS Code table viewer:\n\njulia> vscodedisplay(PB.show_parameters(run.model))\n\nWrite out all model parameters as csv for import to a spreadsheet:\n\njulia> CSV.write(\"pars.csv\", PB.show_parameters(run.model))\n\n\n\n\n\nshow_parameters(react::AbstractReaction) -> DataFrame\nshow_parameters(classname::AbstractString) -> DataFrame\n\nlist all parameters for a Reaction react instance or classname\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#Accessing-model-objects","page":"Solver API","title":"Accessing model objects","text":"","category":"section"},{"location":"Solver API/#[Model](@ref)","page":"Solver API","title":"Model","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"get_domain\nget_reaction(model::Model, domainname, reactionname)\nset_parameter_value!\nget_parameter_value\nset_variable_attribute!\nget_variable_attribute\n","category":"page"},{"location":"Solver API/#PALEOboxes.get_domain","page":"Solver API","title":"PALEOboxes.get_domain","text":"get_domain(model::Model, name::AbstractString; allow_not_found=true) -> Domain or nothing\nget_domain(model::Model, domainid) -> Domain\n\nGet Domain by name (may be nothing if name not matched) or domainid (range 1:num_domains).\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_reaction-Tuple{PALEOboxes.Model, Any, Any}","page":"Solver API","title":"PALEOboxes.get_reaction","text":"get_reaction(model::Model, domainname, reactionname; allow_not_found=false) -> Reaction or nothing\n\nGet Reaction by domainname and reaction name\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#PALEOboxes.set_parameter_value!","page":"Solver API","title":"PALEOboxes.set_parameter_value!","text":"set_parameter_value!(model::Model, domainname, reactionname, parname, value)\n\nConvenience function to set Parameter value.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_parameter_value","page":"Solver API","title":"PALEOboxes.get_parameter_value","text":"get_parameter_value(model::Model, domainname, reactionname, parname) -> value\n\nConvenience function to get Parameter value.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.set_variable_attribute!","page":"Solver API","title":"PALEOboxes.set_variable_attribute!","text":"set_variable_attribute!(model::Model, varnamefull, attributename::Symbol, value)\n\nSet varnamefull (of form .) attributename to value.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_variable_attribute","page":"Solver API","title":"PALEOboxes.get_variable_attribute","text":"get_variable_attribute(model::Model, varnamefull, attributename::Symbol, missing_value=missing) -> attributevalue\n\nGet varnamefull (of form .) attributename.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#[Domain](@ref)s","page":"Solver API","title":"Domains","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"get_variable\nget_variables\nget_host_variables\nget_unallocated_variables\nget_reaction(domain::Domain, reactname::String)","category":"page"},{"location":"Solver API/#PALEOboxes.get_variable","page":"Solver API","title":"PALEOboxes.get_variable","text":"get_variable(obj, varname, ...) -> variable\n\nGet variable <: VariableBase by name from PALEO object\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_variables","page":"Solver API","title":"PALEOboxes.get_variables","text":"get_variables(varlist::AbstractVarList; flatten=true) -> Vector{VariableReaction}\n\nReturn VariableReaction in varlist.\n\nIf flatten=true, a Vector-of-Vectors is flattened.\n\n\n\n\n\nget_variables(domain; hostdep=nothing, vfunction=VF_Undefined) -> Vector{VariableDomain}\n\nGet domain variables, optionally filtering for subsets based on hostdep and :vfunction attribute\n\n\n\n\n\nget_variables(domain, filter) -> Vector{VariableDomain}\n\nGet subset of domain variables where filter(var) == true.\n\n\n\n\n\nget_variables(method::AbstractReactionMethod; filterfn = v -> true) -> Vector{VariableReaction}\n\nGet VariableReactions from method.varlists as a flat Vector, optionally restricting to those that match filterfn\n\n\n\n\n\nget_variables(reaction, localname) -> Vector{VariableReaction}\nget_variables(reaction; [filterfn=v->true]) -> Vector{VariableReaction}\n\nGet matching Variables from all ReactionMethods.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_host_variables","page":"Solver API","title":"PALEOboxes.get_host_variables","text":"get_host_variables(domain, vfunction; [match_deriv_suffix=\"\"] [, operatorID=0] [, exclude_var_nameroots=[]] [, verbose=false]) \n -> (host_vars, host_deriv_vars)\n\nGet state Variables with VariableFunction vfunction, and optionally corresponding time derivative with VariableFunction VF_Deriv and name matching hostvarname*.\n\nOptionally filter by operatorID, omit Variables with name matching exclude_var_nameroots.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_unallocated_variables","page":"Solver API","title":"PALEOboxes.get_unallocated_variables","text":"get_unallocated_variables(domain, modeldata, arrays_idx::Int) -> Vector{VariableDomain}\n\nReturn any unallocated variables (host-dependent variables which have no data pointer set)\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_reaction-Tuple{PALEOboxes.Domain, String}","page":"Solver API","title":"PALEOboxes.get_reaction","text":"get_reaction(domain, reactname; allow_not_found) -> Reaction or nothing\n\nGet a reaction by name.\n\n\n\n\n\n","category":"method"},{"location":"Solver API/#VariableDomain","page":"Solver API","title":"VariableDomain","text":"","category":"section"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"Low-level access to individual Variables.","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Solver API/","page":"Solver API","title":"Solver API","text":"set_data!\nget_data\nget_data_output","category":"page"},{"location":"Solver API/#PALEOboxes.set_data!","page":"Solver API","title":"PALEOboxes.set_data!","text":"set_data!(var::VariableDomain, modeldata, arrays_idx::Int, data)\n\nSet VariableDomain to a Field containing data.\n\nCalls wrap_field to create a new Field.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_data","page":"Solver API","title":"PALEOboxes.get_data","text":"get_data(var::VariableDomain, modeldata::AbstractModelData, arrays_idx::Int=1) -> field.values\nget_data(var::VariableDomain, domaindata::AbstractDomainData) -> field.values\n\nGet Variable var data array from Field.values\n\n\n\n\n\nget_data(va::VariableAggregator) -> Vector\n\nAllocate Vector and set to values of aggregated Variables va.\n\n\n\n\n\n","category":"function"},{"location":"Solver API/#PALEOboxes.get_data_output","page":"Solver API","title":"PALEOboxes.get_data_output","text":"get_data_output(var::VariableDomain, modeldata::AbstractModelData, arrays_idx::Int) -> get_values_output(field.values)\nget_data_output(var::VariableDomain, domaindata::AbstractDomainData) -> get_values_output(field.values)\n\nGet a sanitized version of Variable var data array for storing as output from [get_values_output]@ref)(Field.values)\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Reaction-API","page":"Reaction API","title":"Reaction API","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"API calls used by AbstractReaction implementations.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Implementations should create a subclass of AbstractReaction containing a ReactionBase and Parameters, optionally provide a create_reaction, and implement callbacks to define VariableReactions and register ReactionMethods.","category":"page"},{"location":"Reaction API/#Reaction-struct","page":"Reaction API","title":"Reaction struct","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"CurrentModule = PALEOboxes","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"AbstractReaction\nReactionBase","category":"page"},{"location":"Reaction API/#PALEOboxes.AbstractReaction","page":"Reaction API","title":"PALEOboxes.AbstractReaction","text":"AbstractReaction\n\nAbstract base Type for Reactions.\n\nImplementation\n\nDerived types should include a field base::ReactionBase, and usually a ParametersTuple, eg\n\nBase.@kwdef mutable struct ReactionHello{P} <: PB.AbstractReaction\n base::PB.ReactionBase\n\n pars::P = PB.ParametersTuple(\n PB.ParDouble(\"my_par\", 42.0, units=\"yr\", \n description=\"an example of a Float64-valued scalar parameter called 'my_par'\"),\n )\n\n some_additional_field::Float64 # additional fields to eg cache data read from disk etc\nend\n\nDerived types should implement register_methods!, and may optionally implement create_reaction, set_model_geometry, check_configuration, register_dynamic_methods!.\n\nMethods should be registered using add_method_setup!, add_method_initialize!, add_method_do!.\n\nAny parameters not included in pars should be added explicitly with add_par (this is rarely needed).\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.ReactionBase","page":"Reaction API","title":"PALEOboxes.ReactionBase","text":"ReactionBase\n\nBase Type for a biogeochemical Reaction.\n\nImplementation\n\nInclude as field base in types derived from AbstractReaction\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#Parameters","page":"Reaction API","title":"Parameters","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"AbstractParameter\nParameter\nVecParameter\nVecVecParameter\nParametersTuple\nadd_par\nsetvalue!","category":"page"},{"location":"Reaction API/#PALEOboxes.AbstractParameter","page":"Reaction API","title":"PALEOboxes.AbstractParameter","text":"AbstractParameter\n\nBase Type for Parameters\n\nSee also: Parameter, VecParameter, VecVecParameter\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.Parameter","page":"Reaction API","title":"PALEOboxes.Parameter","text":"Parameter{T, ParseFromString}\n\nA reaction parameter of type T.\n\nCreate using short names ParDouble, ParInt, ParBool, ParString.\n\nRead value as [], set with setvalue!.\n\nParameters with external=true may be set from the Model-level Parameters list, if name is present in that list.\n\nParseFromString should usually be Nothing: a value of Type T is then required when calling setvalue!. If ParseFromString is not Nothing, then setvalue! will accept an AbstractString and call Base.parse(ParseFromString, strvalue). This allows eg an enum-valued Parameter to be defined by Parameter{EnumType, EnumType} and implementing parse(EnumType, rawvalue::AbstractString)\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VecParameter","page":"Reaction API","title":"PALEOboxes.VecParameter","text":"VecParameter{T, ParseFromString}\n\nA reaction parameter of type Vector{T}.\n\nCreate using short names ParDoubleVec, ParStringVec.\n\nRead values as [i], access raw Vector{T} as .v.\n\nSet with setvalue!, in config file use standard yaml syntax for a vector eg [1, 2, 3]\n\nSee Parameter for additional documentation.\n\nImplementation\n\nImplements part of the AbstractVector interface, sufficient to access elements as [i], and to support iteration eg for v in ; ...; end.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VecVecParameter","page":"Reaction API","title":"PALEOboxes.VecVecParameter","text":"VecVecParameter{T, ParseFromString}\n\nA reaction parameter of type Vector{Vector{T}}.\n\nCreate using short names ParDoubleVecVec.\n\nRead values as .v::Vector{Vector{T}}.\n\nSet using standard yaml syntax for a vector of vectors eg [[1, 2, 3], [4, 5, 6]]\n\nSee Parameter for additional documentation.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.ParametersTuple","page":"Reaction API","title":"PALEOboxes.ParametersTuple","text":"ParametersTuple(parameters::AbstractParameter...) -> NamedTuple\nParametersTuple(parameters) -> NamedTuple\n\nCreate a NamedTuple of Parameters.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.add_par","page":"Reaction API","title":"PALEOboxes.add_par","text":"add_par(reaction::AbstractReaction, par::AbstractParameter)\nadd_par(reaction::AbstractReaction, objectwithpars)\n\nAdd a single parameter or parameters from fields of objectwithpars to a new Reaction.\n\nNot usually needed: Parameters in pars::ParametersTuplewill be added automatically, only needed if there are additional Parameters that are not members ofpars`.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.setvalue!","page":"Reaction API","title":"PALEOboxes.setvalue!","text":"setvalue!(par::Parameter, value)\n\nSet Parameter to value.\n\nOptionally (if Parameter has Type parameter ParseFromString != Nothing) parse value from a String.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Registering-Reactions-with-the-PALEOboxes-framework","page":"Reaction API","title":"Registering Reactions with the PALEOboxes framework","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"All subtypes of AbstractReaction that are present in loaded modules are available to the PALEO framework. Available Reactions can be listed with find_reaction and find_all_reactions. The default create_reaction is called to create Reactions when the model is created (this method can be overridden if needed).","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"create_reaction(ReactionType::Type{<:AbstractReaction}, base::ReactionBase)\n\nfind_reaction\nfind_all_reactions","category":"page"},{"location":"Reaction API/#PALEOboxes.create_reaction-Tuple{Type{<:PALEOboxes.AbstractReaction}, PALEOboxes.ReactionBase}","page":"Reaction API","title":"PALEOboxes.create_reaction","text":"create_reaction(ReactionType::Type{<:AbstractReaction}, base::ReactionBase) -> reaction::AbstractReaction\n\nDefault method to create a ReactionType and set base field.\n\nA reaction implementation may optionally implement a custom method eg to set additional fields\n\n\n\n\n\n","category":"method"},{"location":"Reaction API/#PALEOboxes.find_reaction","page":"Reaction API","title":"PALEOboxes.find_reaction","text":"find_reaction(class::AbstractString) -> ReactionType\n\nLook up \"class\" in list of Reactions available in currently loaded modules (using find_all_reactions), and return fully-qualified Reaction Type (including module prefixes).\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.find_all_reactions","page":"Reaction API","title":"PALEOboxes.find_all_reactions","text":"find_all_reactions() -> Dict{String, Type}\n\nUse InteractiveUtils.subtypes(AbstractReaction) to find all currently loaded subtypes off AbstractReaction, and create a Dict with last part of the name of the Type as key (ie without the module prefix) and Type as value.\n\nAny Types that generate non-unique keys (eg Module1.MyReactionType and Module2.MyReactionType) will generate a warning, and no entry will be added to the Dict (so if this Reaction is present in a config file, it will not be found and will error).\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Defining-Domain-Grids-and-array-sizes","page":"Reaction API","title":"Defining Domain Grids and array sizes","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"set_model_geometry\nset_data_dimension!","category":"page"},{"location":"Reaction API/#PALEOboxes.set_model_geometry","page":"Reaction API","title":"PALEOboxes.set_model_geometry","text":"set_model_geometry(reaction, model)\n\nOptional: define Domain grid, data_dims.\n\nOne Reaction per Domain may create a grid (an AbstractMesh subtype) and set the domain.grid field.\n\nMultiple Reactions per domain may call set_data_dimension! to define (different) named data dimensions (eg wavelength grids).\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.set_data_dimension!","page":"Reaction API","title":"PALEOboxes.set_data_dimension!","text":"set_data_dimension!(domain::Domain, dim::NamedDimension; allow_exists=false)\n\nDefine a Domain data dimension as a NamedDimension\n\nVariables may then specify data dimensions as a list of names using the :data_dims Variable Attribute.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Creating-and-registering-Reaction-methods","page":"Reaction API","title":"Creating and registering Reaction methods","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"All Reactions should implement register_methods!, and may optionally implement register_dynamic_methods!.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"register_methods!\nregister_dynamic_methods!","category":"page"},{"location":"Reaction API/#PALEOboxes.register_methods!","page":"Reaction API","title":"PALEOboxes.register_methods!","text":"register_methods!(reaction)\nregister_methods!(reaction, model)\n\nAdd ReactionMethods, using add_method_setup!, add_method_initialize! add_method_do!. See also register_dynamic_methods!.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.register_dynamic_methods!","page":"Reaction API","title":"PALEOboxes.register_dynamic_methods!","text":"register_dynamic_methods!(reaction)\nregister_dynamic_methods!(reaction, model)\n\nOptional: called after first variable link pass, to add ReactionMethods that depend on Variables generated by other Reactions (see register_methods!).\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"These methods should then define one or more ReactionMethods, which requires:","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Defining collections of VariableReactions (see Defining VariableReactions, Defining collections of VariableReactions).\nImplementing a function to iterate over model cells and calculate the required fluxes etc (see Implementing method functions)\nAdding methods (see Adding ReactionMethods).","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"In addition it is possible to add Predefined ReactionMethods for some common operations (Variable initialisation, calculating totals, etc).","category":"page"},{"location":"Reaction API/#Defining-VariableReactions","page":"Reaction API","title":"Defining VariableReactions","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"VariableReaction\nparse_variablereaction_namestr\nset_attribute!","category":"page"},{"location":"Reaction API/#PALEOboxes.VariableReaction","page":"Reaction API","title":"PALEOboxes.VariableReaction","text":"VariableReaction(VT, localname => link_namestr, units, description; attributes=Tuple()) -> VariableReaction{VT}\nVariableReaction(VT, linklocal_namestr, units, description; attributes=Tuple()) -> VariableReaction{VT} \n\nVarProp, VarPropScalar, VarPropStateIndep, VarPropScalarStateIndep -> VariableReaction{VT_ReactProperty}\nVarDep, VarDepColumn, VarDepScalar, VarDepStateIndep, VarDepColumnStateIndep, VarDepScalarStateIndep -> VariableReaction{VT_ReactDependency}\nVarTarget, VarTargetScalar -> VariableReaction{VT_ReactTarget}\nVarContrib, VarContribColumn, VarContribScalar -> VariableReaction{VT_ReactContributor}\nVarStateExplicit, VarStateExplicitScalar -> VariableReaction{VT_ReactDependency}\nVarDeriv, VarDerivScalar -> VariableReaction{VT_ReactContributor}\nVarState, VarStateScalar -> VariableReaction{VT_ReactDependency}\nVarConstraint, VarConstraintScalar -> VariableReaction{VT_ReactDependency}\n\n[deprecated] VariableReaction(VT, localname, units, description; link_namestr, attributes=Tuple()) -> VariableReaction{VT}\n\nReaction view on a model variable.\n\nReactions define AbstractVarLists of VariableReactions when creating a ReactionMethod. Within a ReactionMethod, a VariableReaction is referred to by localname. When the model is initialised, VariableDomain variables are created that link together VariableReactions with the same link_namestr, and data Arrays are allocated. views on the VariableDomain data Arrays are then passed to the ReactionMethod function at each timestep.\n\nSubtypes\n\nThe Type parameter VT is one of VT_ReactProperty, VT_ReactDependency, VT_ReactContributor, VT_ReactTarget, where short names are defined for convenience:\n\nconst VarPropT = VariableReaction{VT_ReactProperty}\nconst VarDepT = VariableReaction{VT_ReactDependency}\nconst VarTargetT = VariableReaction{VT_ReactTarget}\nconst VarContribT = VariableReaction{VT_ReactContributor}\n\nThere are two pairings of VariableReactions with VariableDomains:\n\nReaction Property and Dependency Variables, linked to a VariableDomPropDep. These are used to represent a quantity calculated in one Reaction that is then used by other Reactions.\nReaction Target and Contributor Variables, linked to a VariableDomContribTarget. These are used to represent a flux-like quantity, with one Reaction definining the Target and multiple Reactions adding contributions.\n\nVariable Attributes and constructor convenience functions\n\nVariable attributes are used to define Variable :space AbstractSpace (scalar, per-cell, etc) and data content :field_data AbstractData, and to label state Variables for use by numerical solvers. \n\nVariableReaction is usually not called directly, instead convenience functions are defined that provide commonly-used combinations of VT and attributes:\n\nshort name VT attributes \n :space :field_data :vfunction :initialize_to_zero :datatype :is_constant\n \nVarProp VT_ReactProperty CellSpace ScalarData VF_Undefined - - false\nVarPropScalar VT_ReactProperty ScalarSpace ScalarData VF_Undefined - - false\nVarPropStateIndep VT_ReactProperty CellSpace ScalarData VF_Undefined - Float64 true\nVarPropScalarStateIndep VT_ReactProperty ScalarSpace ScalarData VF_Undefined - Float64 true\n \nVarDep VT_ReactDependency CellSpace UndefinedData VF_Undefined - - false\nVarDepColumn VT_ReactDependency ColumnSpace UndefinedData VF_Undefined - - false\nVarDepScalar VT_ReactDependency ScalarSpace UndefinedData VF_Undefined - - false\nVarDepStateIndep VT_ReactDependency CellSpace UndefinedData VF_Undefined - Float64 true\nVarDepColumnStateIndep VT_ReactDependency ColumnSpace UndefinedData VF_Undefined - Float64 true\nVarDepScalarStateIndep VT_ReactDependency ScalarSpace UndefinedData VF_Undefined - Float64 true\n \nVarTarget VT_ReactTarget CellSpace ScalarData VF_Undefined true - false\nVarTargetScalar VT_ReactTarget ScalarSpace ScalarData VF_Undefined true - false\n \nVarContrib VT_ReactContributor CellSpace UndefinedData VF_Undefined - - false\nVarContribColumn VT_ReactContributor ColumnSpace UndefinedData VF_Undefined - - false\nVarContribScalar VT_ReactContributor ScalarSpace UndefinedData VF_Undefined - - false\n \nVarStateExplicit VT_ReactDependency CellSpace ScalarData VF_StateExplicit - - false\nVarStateExplicitScalar VT_ReactDependency ScalarSpace ScalarData VF_StateExplicit - - false\nVarDeriv VT_ReactContributor CellSpace ScalarData VF_Deriv true - false\nVarDerivScalar VT_ReactContributor ScalarSpace ScalarData VF_Deriv true - false\n \nVarState VT_ReactDependency CellSpace ScalarData VF_State - - false\nVarStateScalar VT_ReactDependency ScalarSpace ScalarData VF_State - - false\nVarConstraint VT_ReactContributor CellSpace ScalarData VF_Constraint true - false\nVarConstraintScalar VT_ReactContributor ScalarSpace ScalarData VF_Constraint true - false\n\nThis illustrates some general principles for the use of attributes:\n\nAll Variables must define the :space VariableAttribute (a subtype of AbstractSpace) to specify whether they are Domain scalars, per-cell quantities, etc. This is used to define array dimensions, and to check that dimensions match when variables are linked.\nThe :field_data attribute (a subtype of AbstractData) specifies the quantity that Property and Target Variables represent. This defaults to ScalarData to represent a scalar value. To eg represent a single isotope the :field_data attribute should be set to IsotopeLinear. Dependency and Contributor Variables with :field_data = UndefinedData then acquire this value when they are linked, or may specify :field_data to constrain allowed links.\nThe :initialize_to_zero attribute is set for Target variables, this is than used (by the ReactionMethod created by add_method_initialize_zero_vars_default!) to identify variables that should be initialised to zero at the start of each timestep.\nThe :vfunction attribute is used to label state Variables and corresponding time derivatives, for access by a numerical solver.\nAn ODE-like combination of a state variable and time derivative are defined by a paired VarStateExplicit and VarDeriv. Note that that these are just VarDep and VarContrib with the :vfunction attribute set, and that there is no VarProp and VarTarget defined in the model (these are effectively provided by the numerical solver). The pairing is defined by the naming convention of varname and varname_sms.\nAn algebraic constraint (for a DAE) is defined by a VarState and VarConstraint. Note that that these are just VarDep and VarContrib with the :vfunction attribute set, and that there is no VarProp and VarTarget defined in the model (these are effectively provided by the numerical solver). These variables are not paired.\nThe :initializetozero attribute is also set for Contributor variables VarDeriv and VarConstraint (as there is no corresponding Target variable in the model).\nThe :field_data attribute should be set on labelled state etc Variables (as there are no corresponding Property or Target variables in the model to define this).\nThe :is_constant attribute is used to identify constant Property Variables (not modified after initialisation). A Dependency Variable with :is_constant = true can only link to a constant Property Variable.\nThe :datatype attribute is used both to provide a concrete datatype for constant Variables, and to exclude a non-constant Variable from automatic differentiation (TODO document that usage).\n\nAdditional attributes can be specified to provide model-specific information, with defaults defined in the Reaction .jl code that can often then be overridden in the .yaml configuration file, see StandardAttributes. Examples include:\n\n:initial_value, :norm_value, :initial_delta for state variables or constant variables. NB: the Reaction creating these variables is responsible for implementing a setup method to read the attributes and set the variable data array appropriately at model initialisation.\nAn :advect attribute is used to label tracer variables to indicate that they should have advective transport applied by a transport Reaction included in the model.\n\nNB: after Variables are linked to Domain Variables, the attributes used are those from the master Variable (either a Property or Target variable, or a labelled state variable Dependency or Contributor with no corresponding Property or Target). Additional attributes must therefore be set on this master Variable.\n\nSpecifying links\n\nlocalname identifies the VariableReaction within the Reaction, and can be used to set variable_attributes: and variable_links: in the .yaml configuration file.\n\nlinkreq_domain.linkreq_subdomain.linkreq_name defines the Domain, Subdomain and name for run-time linking to VariableDomain variables. \n\nArguments\n\nVT::VariableType: one of VT_ReactProperty, VT_ReactDependency, VT_ReactContributor, VT_ReactTarget\nlocalname::AbstractString: Reaction-local Variable name\nlink_namestr::AbstractString: .[linkreq_subdomain.]linkreq_name. Parsed by parse_variablereaction_namestr to define the requested linking to Domain Variable.\nlinklocal_namestr::AbstractString: .[linkreq_subdomain.]localname. Convenience form to define both localname and requested linking to Domain Variable, for the common case where linkreq_name == localname.\nunits::AbstractString: units (\"\" if not applicable)\ndescription::AbstractString: text describing the variable\n\nKeywords\n\nattributes::Tuple(:attrb1name=>attrb1value, :attrb2name=>attrb2value, ...): variable attributes, see StandardAttributes, set_attribute!, get_attribute\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.parse_variablereaction_namestr","page":"Reaction API","title":"PALEOboxes.parse_variablereaction_namestr","text":"parse_variablereaction_namestr(linkstr) \n -> (linkreq_domain, linkreq_subdomain, linkreq_name, link_optional)\n\nParse a linkstr into component parts.\n\nlinkstr is of format: [(][.][.][)]\n\nOptional brackets ( ... ) set link_optional=true\nlinkreq_name may contain %reaction% which will later be substituted with /\n\nExamples:\n\njulia> PALEOboxes.parse_variablereaction_namestr(\"foo\") # Common case eg for a property that should be public\n(\"\", \"\", \"foo\", false)\n\njulia> PALEOboxes.parse_variablereaction_namestr(\"%reaction%foo\") # Reaction-private by default\n(\"\", \"\", \"%reaction%foo\", false)\n\njulia> PALEOboxes.parse_variablereaction_namestr(\"ocean.foo\") # Request link to variable of same name in ocean Domain\n(\"ocean\", \"\", \"foo\", false)\n\njulia> PALEOboxes.parse_variablereaction_namestr(\"(ocean.oceansurface.goo)\") # Full syntax\n(\"ocean\", \"oceansurface\", \"goo\", true)\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.set_attribute!","page":"Reaction API","title":"PALEOboxes.set_attribute!","text":"set_attribute!(var::VariableBase, name::Symbol, value, allow_create=false) -> var\n\nSet Variable attribute.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Defining-collections-of-VariableReactions","page":"Reaction API","title":"Defining collections of VariableReactions","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"AbstractVarList\nVarList_single\nVarList_namedtuple\nVarList_tuple\nVarList_ttuple\nVarList_vector\nVarList_vvector\nVarList_nothing","category":"page"},{"location":"Reaction API/#PALEOboxes.AbstractVarList","page":"Reaction API","title":"PALEOboxes.AbstractVarList","text":"AbstractVarList\n\nVariables required by a ReactionMethod methodfn are specified by a Tuple of VarList_xxx <: AbstractVarList, each containing a collection of VariableReaction.\n\nThese are then converted (by the create_accessors method) to a corresponding Tuple of collections of views on Domain data arrays , which are then be passed to the ReactionMethod methodfn.\n\nNB: creates and uses a copy of supplied Variables including metadata, so set / modify Variable attributes before creating a VarList.\n\nImplementation\n\nSubtypes of AbstractVarList should implement:\n\na constructor that takes a collection of VariableReactions\ncreate_accessors, returning the views on Domain data arrays in a subtype-specific collection.\nget_variables, returning the collection of VariableReactions (as a flat list).\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_single","page":"Reaction API","title":"PALEOboxes.VarList_single","text":"VarList_single(var; components=false) -> VarList_single\n\nCreate a VarList_single describing a single VariableReaction, create_accessors will then return a single accessor.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_namedtuple","page":"Reaction API","title":"PALEOboxes.VarList_namedtuple","text":"VarList_namedtuple(varcollection; components=false) -> VarList_namedtuple\n\nCreate a VarList_namedtuple describing a collection of VariableReactions, create_accessors will then return a NamedTuple with field names = VariableReaction.localname and field values = corresponding data arrays.\n\nIf components = true, each NamedTuple field will be a Vector of data array components.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_tuple","page":"Reaction API","title":"PALEOboxes.VarList_tuple","text":"VarList_tuple(varcollection; components=false) -> VarList_tuple\n\nCreate a VarList_tuple describing a collection of VariableReactions, create_accessors will then return a Tuple of data arrays.\n\nAn entry of nothing in varcollection will produce nothing in the corresponding entry in the Tuple of arrays supplied to the Reaction method.\n\nIf components = true, each Tuple field will be a Vector of data array components.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_ttuple","page":"Reaction API","title":"PALEOboxes.VarList_ttuple","text":"VarList_ttuple(varcollection) -> VarList_ttuple\n\nCreate a VarList_ttuple describing a collection of collections of VariableReactions, create_accessors will then return a Tuple of Tuples of data arrays.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_vector","page":"Reaction API","title":"PALEOboxes.VarList_vector","text":"VarList_vector(varcollection; components=false, forceview=false) -> VarList_vector\n\nCreate a VarList_vector describing a collection of VariableReactions, create_accessors will then return a Vector of data arrays.\n\nIf components = true, each Vector element will be a Vector of data array components.\n\nIf forceview = true, each accessor will be a 1-D view to help type stability, even if this is redundant (ie no view required, v::Vector -> view(v, 1:length(v)))\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_vvector","page":"Reaction API","title":"PALEOboxes.VarList_vvector","text":"VarList_vvector(Vector{Vector{VariableReaction}}::vars; components=false) -> VarList_vvector\n\nCreate a VarList_vvector describing a Vector of Vectors of VariableReactions, create_accessors will then return a Vector of Vectors of data arrays.\n\nIf components = true, each Vector of Vectors element will be a Vector of data array components.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.VarList_nothing","page":"Reaction API","title":"PALEOboxes.VarList_nothing","text":"VarList_nothing() -> VarList_nothing\n\nCreate a placeholder for a missing/unavailable VariableReaction. create_accessors will then return nothing.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#Implementing-method-functions","page":"Reaction API","title":"Implementing method functions","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Reaction method functions should iterate over the cells in the Domain supplied by cellrange argument and calculate appropriate biogeochemical fluxes etc (which may include the model time derivative and any intermediate or diagnostic output).","category":"page"},{"location":"Reaction API/#Iterating-over-cells","page":"Reaction API","title":"Iterating over cells","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"The simplest case is a method function that iterates over individual cells, with skeleton form:","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"function do_something_cellwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)\n\n @inbounds for i in cellrange.indices\n vars.A[i] = something*vars.B[i]*vars.C[i] # in general A is some function of B, C, etc\n # etc\n end\n\n return nothing\nend","category":"page"},{"location":"Reaction API/#Iterating-over-cells-in-columns","page":"Reaction API","title":"Iterating over cells in columns","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"If necessary (eg to calculate vertical transport), provided the model grid and cellrange allow, it is possible to iterate over columns and then cells within columns (in order from top to bottom):","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"function do_something_columnwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)\n\n @inbounds for (icol, colindices) in cellrange.columns\n accum = zero(vars.A[first(colindices)]) # accumulator of appropriate type\n for i in colindices # order is top to bottom\n accum += vars.A[i]\n vars.C[i] = accum # C = sum of A in cells above \n # etc\n end\n\n vars.floor_C[icol] = vars.C[last(colindices)] # assumes model has a floor domain with one floor cell per column in the interior domain\n end\n\n return nothing\nend","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Iteration from bottom to top within a column can be implemented using Iterators.reverse, eg","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"function do_something_columnwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)\n @inbounds for (icol, colindices) in cellrange.columns\n colreverse = Iterators.reverse(colindices)\n for i in colreverse # order is bottom to top\n # etc\n end\n end\n\n return nothing\nend","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"note: Note\nThe method function shouldn't make any assumptions about colindices other than that it is a list of indices ordered from top to bottom in a column. Depending on the grid in use, the indices may not be contiguous, and may not be integers.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"note: Note\nThe example above made the additional assumption that a floor domain had been defined (containing Variable floor_C) with one floor cell per column. This is determined by the model configuration, and is not true in general.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"In rare cases where it is necessary to operate on a Vector representing a quantity for the whole column (rather than just iterate through it), this can be implemented using view, eg","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"function do_something_columnwise(m::PB.AbstractReactionMethod, pars, (vars, ), cellrange::PB.AbstractCellRange, deltat)\n @inbounds for (icol, colindices) in cellrange.columns\n A_col = view(vars.A, colindices) # A_col is an AbstractVector with contiguous indices 1:length(colindices)\n B_col = view(vars.B, colindices) # B_col is an AbstractVector with contiguous indices 1:length(colindices)\n \n # do something that needs a vector of cells for a whole column\n end\n\n return nothing\nend","category":"page"},{"location":"Reaction API/#Writing-automatic-differentiation-compatible-code","page":"Reaction API","title":"Writing automatic-differentiation-compatible code","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Stiff systems of equations (with a wide range of timescales) will require a solver that uses Jacobian information (either calculated numerically or by automatic differentiation).","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"To be numerically efficient, this means that the Jacobian needs to exist mathematically, so any reaction rates should change continuously. Any discontinuous steps (eg a rate that suddenly increases to a finite value at a threshold) should be smoothed out, eg using the smoothstepcubic function or ideally by reformulating the physical model in such a way that discontinuities are avoided.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"For large models, a sparse Jacobian may be required, where the sparsity pattern is generated by tracing the code with the model variables set eg to their initial values. Conditional logic (if-then-else blocks or elseif) may then cause this tracing to fail (omit some terms from the Jacobian) if the conditional branch taken sets some rates to zero losing dependency information. Workaround is to use zero_ad to generate a zero value that retains variable dependency information. NB: the max and min Julia functions are safe to use with sparsity tracing.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"It is sometimes desirable to omit terms from the Jacobian, eg an insignificantly small term that would greatly reduce the Jacobian sparsity. This can be accomplished by using the value_ad function to drop automatic-differentiation information and retain only the value.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"smoothstepcubic\nzero_ad\nvalue_ad","category":"page"},{"location":"Reaction API/#PALEOboxes.smoothstepcubic","page":"Reaction API","title":"PALEOboxes.smoothstepcubic","text":"smoothstepcubic(x, xedge, xwidth) -> y\n\nSmoothed step function over width xwidth at location xedge.\n\nProvides a way of smoothing a discontinuous step function so that the derivative exists, to help numerical solution methods that require a Jacobian (eg stiff ODE solvers).\n\nUses a cubic function in range xedge +/- xwidth/2, so first derivative is continuous, higher derivatives are not.\n\nUses zero_ad to retain AD dependency information for tracing Jacobian sparsity pattern.\n\nReturns:\n\n0.0 for x < (xedge - xwidth/2)\n1.0 for x > (xedge + xwidth/2)\na smoothed step for xedge-xwidth/2 < x < xedge+xwidth/2\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.zero_ad","page":"Reaction API","title":"PALEOboxes.zero_ad","text":"zero_ad(x...) -> 0.0*x\n\nProvide a zero of type of x (or type of x1*x2*... if given multiple arguments), retaining AD dependency information.\n\nWorkaround to enable use of conditional logic whilst retaining dependency information for tracing Jacobian sparsity pattern.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.value_ad","page":"Reaction API","title":"PALEOboxes.value_ad","text":"value_ad(x::ADT) -> x\n\nGet scalar value from variable x (discarding any AD derivatives).\n\nThis can be used to exclude x from automatic differentation and hence a Jacobian calculation, eg where x is a small contribution but would make the Jacobian much denser.\n\nModel code should implement this for any AD types used, eg\n\nvalue_ad(x::SparsityTracing.ADval) = SparsityTracing.value(x)\nvalue_ad(x::ForwardDiff.Dual) = ForwardDiff.value(x)\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Writing-thread-safe-code","page":"Reaction API","title":"Writing thread-safe code","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Reactions that accumulate per-cell quantities into a scalar variable (eg to calculate Domain totals) and are intended for use in large models that use a multithreaded solver with tiled Domains should use atomic_add!:","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"atomic_add!","category":"page"},{"location":"Reaction API/#PALEOboxes.atomic_add!","page":"Reaction API","title":"PALEOboxes.atomic_add!","text":"atomic_add!(values::AbstractArray, v)\n\nAdd v to values[] using Thread-safe atomic operation.\n\nThis is a generic fallback for ScalarData containing values of any data_type.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Optimising-loops-over-cells-using-explicit-SIMD-instructions","page":"Reaction API","title":"Optimising loops over cells using explicit SIMD instructions","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"Reactions with simple loops over cellindices that implement time-consuming per-cell calculations may be optimised by using explicit SIMD instructions.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"SIMDutils.SIMDIter","category":"page"},{"location":"Reaction API/#PALEOboxes.SIMDutils.SIMDIter","page":"Reaction API","title":"PALEOboxes.SIMDutils.SIMDIter","text":"SIMDIter(baseiter, Val{N})\nSIMDIter(baseiter, ::Type{SIMD.Vec{N, U}})\nSIMDIter(baseiter, ::Val{1}) # scalar fallback\nSIMDIter(baseiter, ::Type{U}) where {U <: Real} # scalar fallback\n\nIterator that takes up to N SIMD elements at a time from baseiter (which should represent indices into a Vector). See Julia package SIMD.jl\n\nIf baseiter contained 1 or more but less then N elements, then indices is filled with repeats of the last available element.\n\nReturns Tuple of indices (length N).\n\nExamples\n\nv_a = [1.0, 2.0, 3.0, 4.0, 5.0]\nv_b = similar(v_a)\n\niter = eachindex(v_a) # iter should represent indices into a Vector\n\n# simplest version - Float64 x 4, ie type of v_a x 4\n\nfor i in SIMDIter(iter, Val(4))\n x = v_a[i] # x is a packed SIMD vector\n v_b[i] = x\nend\n\n\n# with type conversion - Float32 x 8, ie explicitly change Type of SIMD vector\n\nST = SIMD.Vec{8, Float32}} \nfor i in SIMDIter(iter, ST)\n # v = vec[i] <--> vgatherind(ST, vec, i)\n # vec[i] = v <--> vscatterind!(v, vec, i)\n # vec[i] += v <--> vaddind!(v, vec, i) \n\n x = vgatherind(ST, v_a, i) # x is a packed SIMD vector with type conversion to Float32\n vscatterind!(x, v_b, i)\nend\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#Adding-ReactionMethods","page":"Reaction API","title":"Adding ReactionMethods","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"ReactionMethod\nadd_method_setup!\nadd_method_initialize!\nadd_method_do!","category":"page"},{"location":"Reaction API/#PALEOboxes.ReactionMethod","page":"Reaction API","title":"PALEOboxes.ReactionMethod","text":"ReactionMethod(\n methodfn::Function,\n reaction::AbstractReaction,\n name::String,\n varlists::Tuple{Vararg{AbstractVarList}},\n p, \n operatorID::Vector{Int64}, \n domain::AbstractDomain; \n preparefn = (m, vardata) -> vardata\n) -> m::ReactionMethod\n\nDefines a callback function methodfn with Variables varlists, to be called from the Model framework either during setup or as part of the main loop.\n\nFields\n\nmethodfn: callback from Model framework\nreaction: the Reaction that created this ReactionMethod\nname: a descriptive name, eg generated from the name of methodfn\nvarlists: Tuple of VarLists, each representing a list of VariableReactions. Corresponding Variable accessors vardata (views on Arrays) will be provided to the methodfn callback. NB: not concretely typed to reduce compile time, as not performance-critical\np: optional context field (of arbitrary type) to store data needed by methodfn.\noperatorID\ndomain\npreparefn: preparefn(m::ReactionMethod, vardata::Tuple) -> modified_vardata::Tuple optionally modify vardata to eg add buffers. NB: not concretely typed as not performance-critical\n\nmethodfn\n\nThe methodfn callback is:\n\nmethodfn(m::ReactionMethod, pars, vardata::Tuple, cellrange::AbstractCellRange, modelctxt)\n\nor (if Parameters are not required):\n\nmethodfn(m::ReactionMethod, vardata::Tuple, cellrange::AbstractCellRange, modelctxt)\n\nWith arguments:\n\nm::ReactionMethod: context is available as m.reaction::AbstractReaction (the Reaction that defined the ReactionMethod), and m.p (an arbitrary extra context field supplied when ReactionMethod created).\npars: a struct with Parameters as fields (current just the ParametersTuple defined as reaction.pars)\nvardata: A Tuple of collections of views on Domain data arrays corresponding to VariableReactions defined by varlists\ncellrange::AbstractCellRange: range of cells to calculate.\nmodelctxt:\nfor a setup method, :setup, :initial_value or :norm_value defining the type of setup requested\nfor a main loop method deltat providing timestep information eg for rate throttling.\n\npreparefn\n\nAn optional preparefn callback can be supplied eg to allocate buffers that require knowledge of the data types of vardata or to cache expensive calculations:\n\npreparefn(m::ReactionMethod, vardata::Tuple) -> modified_vardata::Tuple\n\nThis is called after model arrays are allocated, and prior to setup.\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.add_method_setup!","page":"Reaction API","title":"PALEOboxes.add_method_setup!","text":"add_method_setup!(reaction::AbstractReaction, method::AbstractReactionMethod)\nadd_method_setup!(reaction::AbstractReaction, methodfn::Function, vars::Tuple{Vararg{AbstractVarList}}; kwargs...) -> ReactionMethod\n\nAdd or create-and-add a setup method (called before main loop) eg to set persistent data or initialize state variables. methodfn, vars, kwargs are passed to ReactionMethod.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.add_method_initialize!","page":"Reaction API","title":"PALEOboxes.add_method_initialize!","text":"add_method_initialize!(reaction::AbstractReaction, method::AbstractReactionMethod)\nadd_method_initialize!(reaction::AbstractReaction, methodfn::Function, vars::Tuple{Vararg{AbstractVarList}}; kwargs...) -> ReactionMethod\n\nAdd or create-and-add an initialize method (called at start of each main loop iteration) eg to zero out accumulator Variables. methodfn, vars, kwargs are passed to ReactionMethod.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.add_method_do!","page":"Reaction API","title":"PALEOboxes.add_method_do!","text":"add_method_do!(reaction::AbstractReaction, method::AbstractReactionMethod)\nadd_method_do!(reaction::AbstractReaction, methodfn::Function, vars::Tuple{Vararg{AbstractVarList}}; kwargs...) -> ReactionMethod\n\nAdd or create and add a main loop method. methodfn, vars, kwargs are passed to ReactionMethod.\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Predefined-ReactionMethods","page":"Reaction API","title":"Predefined ReactionMethods","text":"","category":"section"},{"location":"Reaction API/#Setup-and-initialization-of-Variables","page":"Reaction API","title":"Setup and initialization of Variables","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"add_method_setup_initialvalue_vars_default!\nadd_method_initialize_zero_vars_default!","category":"page"},{"location":"Reaction API/#PALEOboxes.add_method_setup_initialvalue_vars_default!","page":"Reaction API","title":"PALEOboxes.add_method_setup_initialvalue_vars_default!","text":"add_method_setup_initialvalue_vars_default!(react::AbstractReaction, variables [; kwargs...])\n\nCreate and add a default method to initialize Variables matching filterfn (defaults to state Variables) at beginning of integration.\n\nSetup callbacks used\n\nState Variables and similar (:vfunction != VF_Undefined) are initialized in a setup callback with attribute_name in (:initial_value, :norm_value), with values from those Variable attributes.\nIf force_state_norm_value=false, other Variables (with :vfunction == VF_Undefined) are initialized in a setup callback with attribute_name=:setup, with values from the :initial_value Variable attribute. NB: filterfn must be set to include these Variables.\nIf force_initial_norm_value=true, all Variables (including those with :vfunction == VF_Undefined) are initialised as state Variables\n\nKeywords\n\nfilterfn: set to f(var)::Bool to override the default selection for state variables only (Variables with :vfunction in (VF_StateExplicit, VF_State, VF_Total, VF_StateTotal, VF_Constraint))\nforce_initial_norm_value=false: true to always use :initial_value, :norm_value, even for variables with :vfunction=VF_Undefined\ntransfer_attribute_vars=[]: Set to a list of the same length as variables to initialise variables from attributes of transfer_attribute_vars.\nsetup_callback=(method, attribute_name, var, vardata) -> nothing: Set to a function that is called after each Variable initialisation eg to store norm values.\nconvertvars=[]\nconvertfn = (convertvars_tuple, i) -> 1.0\nconvertinfo = \"\"\n\nIncluding volume etc conversion\n\nSet convertvars to a Vector of Variables (eg for cell volume) and supply convertfn and convertinfo to initialize to :initial_value*convertfn(convertvars_tuple, i) where the argument of convertfn is the Tuple generated by VarList_tuple(convertvars).\n\nExample: To interpret :initial_value as a concentration-like quantity:\n\nconvertvars = [volume], \nconvertfn = ((volume, ), i) -> volume[i], \nconvertinfo = \" * volume\"\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.add_method_initialize_zero_vars_default!","page":"Reaction API","title":"PALEOboxes.add_method_initialize_zero_vars_default!","text":"add_method_initialize_zero_vars_default!(react::AbstractReaction, variables=PB.get_variables(react))\n\nCreate and add a default method to initialize Variables to zero at beginning of each timestep. Defaults to adding all Variables from react with :initialize_to_zero attribute true.\n\nNB: TODO variables are converted to VarDep (no dependency checking or sorting needed, could define a VarInit or similar?)\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Adding-totals-for-Variables","page":"Reaction API","title":"Adding totals for Variables","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"add_method_do_totals_default!","category":"page"},{"location":"Reaction API/#PALEOboxes.add_method_do_totals_default!","page":"Reaction API","title":"PALEOboxes.add_method_do_totals_default!","text":"add_method_do_totals_default!(react::AbstractReaction, total_candidates=PB.get_variables(react);\n [filterfn] [, methodname] [, total_localnames] [, operatorID])\n\nCreate and add a method to add total variables (Scalar Properties), for Variables in collection total_candidates that match filterfn (defaults to those that are Array Variables and have attribute `:calc_total == true).\n\nNB: total Variables will require initialization to zero using add_method_initialize_zero_vars_default!\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Chemical-reactions","page":"Reaction API","title":"Chemical reactions","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"RateStoich\ncreate_ratestoich_method\nadd_rate_stoichiometry!","category":"page"},{"location":"Reaction API/#PALEOboxes.RateStoich","page":"Reaction API","title":"PALEOboxes.RateStoich","text":"RateStoich(\n ratevartemplate, stoich_statevarname;\n deltavarname_eta=nothing, prcessname=\"\", sms_prefix=\"\", sms_suffix=\"_sms\"\n) -> RateStoich\n\nCalculate fluxes for a biogeochemical reaction given rate, stoichiometry, and optionally isotope eta.\n\nAdd to a Reaction using create_ratestoich_method and add_method_do!. \n\nA Property Variable should be set to provide the reaction rate (often this is implemented by another method of the same Reaction). This method will then link to that (using the local and link names supplied by ratevartemplate) and calculate the appropriate product rates, omitting products that are not present (VariableReaction not linked) in the Model configuration. Metadata for use when analysing model output should be added to the rate variable using add_rate_stoichiometry!, in the usual case where this Variable is supplied as ratevartemplate this will happen automatically.\n\nArguments:\n\nratevartemplate::Union{VarPropT, VarDepT}: used to define the rate variable local and link names.\nstoich_statevarname: collection of Tuple(stoichiometry, name) eg ((-2.0, \"O2\"), (-1.0,\"H2S::Isotope\"), (1.0, \"SO4::Isotope\"))\ndeltavarname_eta: optional tuple of variable delta + eta (\"SO4_delta\", -30.0) or (\"SO4_delta\", rj.pars.delta). If a Parameter is supplied, this is read in do_react_ratestoich to allow modification.\nprocessname::String: optional tag to identify the type of reaction in model output\nadd_rate_stoichiometry=true: true to add call add_rate_stoichiometry! to add metadata to ratevartemplate.\n\nExamples:\n\nCreate a RateStoich representing the reaction 2 O2 + H2S -> H2SO4\n\njulia> myratevar = PALEOboxes.VarProp(\"myrate\", \"mol yr-1\", \"a rate\");\n\njulia> rs = PALEOboxes.RateStoich(myratevar, ((-2.0, \"O2\"), (-1.0,\"H2S\"), (1.0, \"SO4\")));\n\njulia> rs.stoich_statevarname\n((-2.0, \"O2\"), (-1.0, \"H2S\"), (1.0, \"SO4\"))\n\n\n\n\n\n","category":"type"},{"location":"Reaction API/#PALEOboxes.create_ratestoich_method","page":"Reaction API","title":"PALEOboxes.create_ratestoich_method","text":"create_ratestoich_method(reaction::AbstractReaction, ratestoich::RateStoich; isotope_data=ScalarData)\n -> ReactionMethod\n\nCreate method (see RateStoich).\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.add_rate_stoichiometry!","page":"Reaction API","title":"PALEOboxes.add_rate_stoichiometry!","text":"add_rate_stoichiometry!(ratevar::VarPropT, ratestoich::RateStoich)\n\nAdd metadata to rate variable ratevar for use when analysing model output.\n\nOnly needs to be called explicitly if RateStoich was supplied with a VarDep that links to the rate variable, not the rate variable itself.\n\nAdds Variable attributes:\n\nrate_processname::String = ratestoich.processname\nrate_species::Vector{String} reactants + products from ratestoich.stoich_statevarname\nrate_stoichiometry::Vector{Float64} reaction stoichiometry from ratestoich.stoich_statevarname \n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#Internal-details-of-Variable-arrays-accessor-generation","page":"Reaction API","title":"Internal details of Variable arrays accessor generation","text":"","category":"section"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"VariableReactions in the AbstractVarLists for a ReactionMethod are processed by create_accessor to supply views on arrays as corresponding arguments to the ReactionMethod function.","category":"page"},{"location":"Reaction API/","page":"Reaction API","title":"Reaction API","text":"create_accessor\ncreate_accessors","category":"page"},{"location":"Reaction API/#PALEOboxes.create_accessor","page":"Reaction API","title":"PALEOboxes.create_accessor","text":" create_accessor(var::VariableReaction, modeldata, arrays_idx, components, [,forceview=false])\n -> accessor or (accessor, subdomain_indices)\n\nCreates a view on a (single) VariableDomain data array linked by var::VariableReaction. Called by an AbstractVarList create_accessors implementation to generate a collection of views for multiple VariableReactions.\n\nReturns:\n\nif var is linked, an accessor or Tuple (accessor, subdomain_indices) that provides a view on variable data.\nif var is not linked, nothing if var is optional, or errors and doesn't return if var is non-optional.\n\nMapping of indices for Subdomains <–> Domains:\n\nif no Subdomain, returns unmodified indices (if forceview=false), or an equivalent view (if forceview=true, this is to help type stability) \nif Variable is a Domain interior and Subdomain is a Domain boundary, accessor is a view with a subset of Domain indices.\nif Variable is a Domain boundary and Subdomain is the Domain interior, returns a Tuple with subdomain_indices, length(Subdomain size), with missing for interior points.\n\nMapping of multi-component (Isotope) Variables:\n\nIf components=false:\nmap multi-component Variable to accessor::IsotopeArray\nreturn a single-component Variable as a accessor::AbstractArray. \nIf components=true:\nvariable data as a accessor::Vector{Array}, length=number of components\n\n\n\n\n\n","category":"function"},{"location":"Reaction API/#PALEOboxes.create_accessors","page":"Reaction API","title":"PALEOboxes.create_accessors","text":"create_accessors(varlist::AbstractVarList, modeldata::AbstractModelData, arrays_idx::Int) -> vardata\n\nReturn a collection vardata of views on Domain data arrays for VariableReactions in varlist. Collection and view are determined by varlist Type.\n\n\n\n\n\n","category":"function"},{"location":"#PALEOboxes.jl","page":"Home","title":"PALEOboxes.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"PALEOboxes.jl provides the model coupler for the PALEO model framework.","category":"page"},{"location":"","page":"Home","title":"Home","text":"PALEO provides a toolkit for constructing biogeochemical reaction-transport models of Earth system components (eg atmosphere, ocean, sediment) as a well as coupled Earth system configurations. Model structure as well as parameters are described by a configuration file, making it straightforward to add and remove biogeochemical tracers and their interactions, change the representation of eg ocean circulation, and couple components together. ","category":"page"}] +} diff --git a/v0.21.39/siteinfo.js b/v0.21.39/siteinfo.js new file mode 100644 index 00000000..a0bcfda8 --- /dev/null +++ b/v0.21.39/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "v0.21.39"; diff --git a/versions.js b/versions.js index 20f2334c..d3c223d5 100644 --- a/versions.js +++ b/versions.js @@ -10,5 +10,5 @@ var DOC_VERSIONS = [ "v0.14", "dev", ]; -var DOCUMENTER_NEWEST = "v0.21.38"; +var DOCUMENTER_NEWEST = "v0.21.39"; var DOCUMENTER_STABLE = "stable";