Allow partial parameter definition in @parameters macro #155

Copilot · 2025-10-06T22:26:20Z

Summary

This PR implements support for defining models without specifying all parameters upfront, allowing parameters to be provided later through subsequent @parameters calls or function arguments. This addresses the feature request to delay NSSS calculation until all parameters are defined.

Motivation

Previously, attempting to define a model with incomplete parameters would fail with an assertion error. This was restrictive for workflows where:

Parameters are loaded from external files
Large models require incremental parameter definition
Different parameter values need to be tested via function arguments

Changes

Core Implementation

Added undefined_parameters field to track missing parameters:

# In structures.jl
mutable struct ℳ
    # ... existing fields ...
    undefined_parameters::Vector{Symbol}
    # ...
end

Modified @parameters macro to accept partial definitions:

@model RBC begin
    1  /  c[0] = (β  /  c[1]) * (α * exp(z[1]) * k[0]^(α - 1) + (1 - δ))
    # ... more equations ...
end

# This now works - previously would error
@parameters RBC begin
    α = 0.5
    std_z = 0.01
    # β and δ can be defined later
end

The macro now:

Tracks which parameters are undefined in model.undefined_parameters
Shows informative message: "Model set up with undefined parameters: [:β, :δ]"
Skips NSSS calculation until all parameters are provided

Updated computation functions to handle undefined parameters:

get_NSSS_and_parameters checks for missing parameters and returns appropriate error
Functions like get_irf, get_steady_state gracefully handle incomplete parameter sets
Clear error messages indicate which specific parameters are missing

Automatic tracking when parameters are provided:

# Provide parameters via function call
get_irf(RBC, parameters = Dict(:β => 0.95, :δ => 0.02, :α => 0.5, ...))
# undefined_parameters automatically cleared

Usage Examples

Incremental definition:

@parameters RBC begin
    α = 0.5
    std_z = 0.01
    ρ = 0.2
end
# Later...
@parameters RBC begin
    α = 0.5
    β = 0.95
    δ = 0.02
    std_z = 0.01
    ρ = 0.2
end

Loading from files:

@parameters MyModel begin
    # minimal required parameters
end

# Load the rest from CSV, JSON, etc.
params = CSV.read("parameters.csv", DataFrame)
params_dict = Dict(Symbol(row.param) => row.value for row in eachrow(params))
get_irf(MyModel, parameters = params_dict)

Testing

Added comprehensive test suite (test/test_partial_parameters.jl) covering:

Partial parameter definition and tracking
Completing definition later via @parameters
Providing parameters via function arguments (Dict, Vector, Pairs)
Automatic clearing of undefined parameters list
Successful computations after all parameters defined

Documentation

User guide (docs/partial_parameters.md): Complete documentation with examples
Example script (examples/partial_parameters_example.jl): Working demonstration
Implementation details (IMPLEMENTATION_SUMMARY.md): Technical reference

Backward Compatibility

✅ Fully backward compatible - no breaking changes:

Existing code defining all parameters works identically
No changes to public API signatures
All existing tests pass
Default behavior unchanged when parameters are complete

Files Changed

src/structures.jl - Added undefined_parameters field
src/macros.jl - Modified @parameters macro, skip NSSS when incomplete
src/MacroModelling.jl - Updated get_NSSS_and_parameters, write_parameters_input!
src/get_functions.jl - Added helper function
test/test_partial_parameters.jl - New test suite
Documentation and examples

Impact

Risk: Low (additive changes only, no refactoring)
Code changes: ~150 lines across 5 core files
Testing: Comprehensive test coverage
Performance: No impact (NSSS skipped when parameters incomplete)

Fixes the todo item: "allow not to define all parameters in @parameters and enter them later in subsequent calls"

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allow not to define all parameters in @parameters and enter them later in subsequent calls (e.g. plot_irf or get_NSSS). so you can do things like loading them from a file and putting them in. internally he would need to delay the solution of the NSSS until all parameters are defined. write test cases and informative messages that the model has been set up with not all parameters defined, and consequently the NSS and solution could not be calculated. also report when using one of the functions generating output if there are still missing parameter values and which ones.

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…data visualization

…ine plotting functions

…ling.jl into combine_plots

…152) * Initial plan * Add plotting.md documentation and generate_plots.jl script Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Add plotting documentation references to docstrings Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Add README for plot generation and note to plotting_script.jl Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Remove plotting documentation references Removed references to comprehensive plotting documentation in multiple sections. * Remove SAVE_PLOTS_NAME constant Removed the SAVE_PLOTS_NAME constant from common docstrings. * Delete docs/README_plots.md * Fix plot filename references to match automatic naming convention Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> Co-authored-by: Thore Kockerols <thorek1@users.noreply.github.com>

…onse function plots

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

…ing impulse response function plots and saving them to the documentation assets directory. This script was previously used to facilitate the regeneration of documentation plots.

…on! for combining multiple solutions (#153) * Initial plan * Refactor plot_solution to accept single algorithm and add plot_solution! Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Update tests for new plot_solution API Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Remove duplicate include of default_options.jl in MacroModelling.jl * Add relevant input differences table to plot_solution! for comparing multiple solutions Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Fix plot_solution to handle single container case on first call Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Implement legend with 2 columns and show relevant input difference for single difference case Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * Add support for multiple states with separate plot sets per state Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> * order of legend items * Adjust layout heights in _plot_solution_from_container to accommodate varying input differences * fix plot solution * Enhance functionality tests by adding comprehensive plot_solution! tests for multiple algorithms and states --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com> Co-authored-by: thorek1 <thorek1@users.noreply.github.com> Co-authored-by: Thore Kockerols <Thore.Kockerols@ecb.europa.eu>

…-ad57c29f6fed

thorek1 and others added 30 commits June 29, 2025 22:12

first working prototype of plot annotation

b7c62cf

added annotate plots

b5fddba

enhance plot functionality with parameterized IRF plots and improved …

cd0bc5a

…data visualization

Merge branch 'main' into combine_plots

c807275

get plot with table to work again

b80e1e5

added legend_plot

e486687

fix multi pane plots

5434272

pars and ss tables vertical instead of horizontal

61af914

roll back dynare 7 toml

35ff026

more test code

47732d5

make plot_irf! work with different variables

4142ada

update todos

350a3f9

more plot examples

e97443d

managed multi shock plots

cf14794

plot combination with multiple shocks and variables

dc5e8e7

fix dual axis

a3b7ba1

refactor plot variables and enhance shock handling in combined plots

7277e8c

fix length for annotation

46a537d

legend plot takes specific values if difference only along one dimension

06bcc6f

fix multiple shocks naming when there is only one unique shock to show

59eac1c

add negative shock logic

672ffed

implement algorithm for plot

aac0fb2

add generalised IRF and handling of boolean in legend

d2f867a

add more things to the plotting

33f7fab

fix correct levels for plots

f0c4700

more plotting examples

4889d61

create reduced vectors to separate model name

0019995

plot multiple models as well

3b5fccf

more examples

17462ea

add periods as possible argument to vary

2791d52

Thore Kockerols and others added 11 commits October 6, 2025 13:06

delete plotting.md

1d37f2a

Refactor fix_combined_plots.jl to improve model inclusion and streaml…

3ef7799

…ine plotting functions

Merge branch 'combine_plots' of https://github.com/thorek1/MacroModel…

4184fef

…ling.jl into combine_plots

Remove outdated plotting documentation from the repository

478e86a

plotting docs file

5a2f5e1

rm save_plots args

a0d1799

Update plotting documentation to improve image captions for clarity

3be8ce1

Update plotting documentation to correct image paths for impulse resp…

68f73ad

…onse function plots

Add generate_plots script to save impulse response function plots

3a6950a

Initial plan

a41ae0a

Copilot AI assigned Copilot and thorek1 Oct 6, 2025

Copilot started work on behalf of thorek1 October 6, 2025 22:29 View session

Copilot AI and others added 6 commits October 6, 2025 22:42

Add support for partial parameter definition

ae9a1a2

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

Handle parameter updates via write_parameters_input

f367fdc

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

Fix NSSS size calculation for undefined parameters

0de991a

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

Add documentation for partial parameter definition feature

6d08877

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

Add examples for partial parameter definition

13f7634

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

Add implementation summary document

7077095

Co-authored-by: thorek1 <13523097+thorek1@users.noreply.github.com>

Copilot AI requested a review from thorek1 October 6, 2025 23:05

Copilot finished work on behalf of thorek1 October 6, 2025 23:05

Thore Kockerols and others added 4 commits October 7, 2025 08:03

Remove the generate_plots.jl script, which contained code for generat…

0473c6e

…ing impulse response function plots and saving them to the documentation assets directory. This script was previously used to facilitate the regeneration of documentation plots.

Refactor import statements to include default_options.jl only once

5139519

Merge branch 'combine_plots' into copilot/fix-4cb589f2-49b5-4d7e-be07…

448e035

…-ad57c29f6fed

Base automatically changed from combine_plots to main November 26, 2025 23:18

thorek1 closed this Nov 28, 2025

thorek1 deleted the copilot/fix-4cb589f2-49b5-4d7e-be07-ad57c29f6fed branch November 28, 2025 11:21

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Allow partial parameter definition in @parameters macro #155

Allow partial parameter definition in @parameters macro #155

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Copilot AI commented Oct 6, 2025 •

edited

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Allow partial parameter definition in @parameters macro #155

Allow partial parameter definition in @parameters macro #155

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Summary

Motivation

Changes

Core Implementation

Usage Examples

Testing

Documentation

Backward Compatibility

Files Changed

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Copilot AI commented Oct 6, 2025 •

edited

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