From 6a730be35931a8d71b28d523bbca98a282b8f2a4 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 1 Sep 2026 16:35:23 +0100 Subject: [PATCH 01/11] chore(conceptual): correct date in robinson tag + use isbn from book --- pages/guide/setup/conceptual.qmd | 16 ++++++++-------- .../setup/conceptual_resources/references.bib | 4 ++-- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/pages/guide/setup/conceptual.qmd b/pages/guide/setup/conceptual.qmd index daffcb6..9f9b8df 100644 --- a/pages/guide/setup/conceptual.qmd +++ b/pages/guide/setup/conceptual.qmd @@ -19,13 +19,13 @@ date: "2026-05-19T10:26:08+00:00" * Understand what a **conceptual model** is and identify the key components of a conceptual model. * Apply **model simplification** strategies to build the simplest model that meets study objectives. -**Acknowledgements:** This page was written with reference to the excellent content on conceptual modelling in @Robinson2014. +**Acknowledgements:** This page was written with reference to the excellent content on conceptual modelling in @Robinson2024. ::: ## What is a conceptual model? -A **conceptual model** is a description of the simulation to be developed. It sits between the real-world problem and the computer implementation, capturing *what* the model needs to do before *how* it will be coded (@Robinson2014). +A **conceptual model** is a description of the simulation to be developed. It sits between the real-world problem and the computer implementation, capturing *what* the model needs to do before *how* it will be coded (@Robinson2024). Developing a conceptual model involves: @@ -67,7 +67,7 @@ In practice, the boundaries between these methods are blurry. The goal at the co ## Components of a conceptual model -@Robinson2014 break a conceptual model down into five key components: +@Robinson2024 break a conceptual model down into five key components: * Objectives * Inputs @@ -104,7 +104,7 @@ Outputs should map directly onto the objectives: if a statistic does not help an ### Content -Model content has two dimensions (@Robinson2014): +Model content has two dimensions (@Robinson2024): ::: {.blue-table} @@ -124,7 +124,7 @@ Content can be represented using: ### Assumptions and simplifications -Document every place where you depart from the real system, distinguishing two types (@Robinson2014): +Document every place where you depart from the real system, distinguishing two types (@Robinson2024): ::: {.blue-table} @@ -139,7 +139,7 @@ Both need to be recorded. Assumptions may need revisiting if better data become ## What makes a good model? -A good model (@Robinson2014): +A good model (@Robinson2024): - Produces **sufficiently accurate results** for the purpose at hand (*validity*). - Is **believed** by the clients and stakeholders (*credibility*). @@ -148,14 +148,14 @@ A good model (@Robinson2014): Overarching all four criteria is the requirement to build the **simplest model possible** to meet the objectives of the simulation study. Simpler models are faster to build and run, easier to understand and explain, and require less data. -Models can be simplified by removing components or by representing components more simply - for example (@Robinson2014): +Models can be simplified by removing components or by representing components more simply - for example (@Robinson2024): * Replace a detailed section of an operation with a simple time delay. * Rather than modelling a component explicitly, sample its effect from a statistical distribution (e.g. sample a delivery time directly rather than simulating the delivery process). * Omit rare events from the base model; optionally explore them as separate scenarios. * Divide a large model into two or more sub-models that can be run independently. This improves run speed but is only successful when there is no feedback between parts. -A simplification is **good** if it brings the benefits of faster model development and run speed (feasibility and utility) while maintaining sufficient accuracy (validity) and credibility [@Robinson2014]. +A simplification is **good** if it brings the benefits of faster model development and run speed (feasibility and utility) while maintaining sufficient accuracy (validity) and credibility [@Robinson2024]. A practical way to calibrate this is to **prototype**: build the simplest plausible model first, then add scope or detail incrementally and check whether outputs change meaningfully. Stop when they stop changing. diff --git a/pages/guide/setup/conceptual_resources/references.bib b/pages/guide/setup/conceptual_resources/references.bib index 0d87944..9b2b59b 100644 --- a/pages/guide/setup/conceptual_resources/references.bib +++ b/pages/guide/setup/conceptual_resources/references.bib @@ -1,11 +1,11 @@ -@book{Robinson2014, +@book{Robinson2024, author = {Robinson, Stewart}, title = {Simulation: The Practice of Model Development and Use}, edition = {3}, year = {2024}, publisher = {Bloomsbury Academic}, address = {London}, - isbn = {9781352011401} + isbn = {9781350445550} } @article{Marshall2015, From 614e16a4b6fdf474d07aa78c36408c5970ffcef6 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 1 Sep 2026 16:52:14 +0100 Subject: [PATCH 02/11] feat(scenarios): add factorial sensitivity analysis (#211) --- pages/guide/experiments/scenarios.qmd | 36 +++++++++++++++++++ .../scenarios_resources/references.bib | 10 ++++++ 2 files changed, 46 insertions(+) diff --git a/pages/guide/experiments/scenarios.qmd b/pages/guide/experiments/scenarios.qmd index afdaf78..a1fda5b 100644 --- a/pages/guide/experiments/scenarios.qmd +++ b/pages/guide/experiments/scenarios.qmd @@ -513,6 +513,42 @@ In practice, sensitivity analysis is often performed within each scenario - for ::: +### Two-way and factorial sensitivity analysis + +The previous example varied one parameter at a time. However, model outputs can depend on several uncertain parameters at once. Varying two or more parameters together can show: + +* The **main effect** of each parameter: its average effect on the outcome across the values of other parameters. +* An **interaction effect**: whether the effect of one parameter changes depending on the value of another parameter. + +One way to investigate this is to use a 2k factorial design, as described in @Robinson2007. For each parameter (called a "factor"), you choose a plausible low (`-`) and high (`+`) value, then run the model for every possible combination of these values. For example: + +| Factor 1 | Factor 2 | Factor 3 | Response | +| - | - | - | - | +| - | - | - | $R_1$ | +| + | - | - | $R_2$ | +| - | + | - | $R_3$ | +| + | + | - | $R_4$ | +| - | - | + | $R_5$ | +| + | - | + | $R_6$ | +| - | + | + | $R_7$ | +| + | + | + | $R_8$ | + +The main effect of Factor 1 is the average change in the response when Factor 1 changes from its low to high value, across all combinations of Factors 2 and 3: + +$$ +\frac{ + (R_2 - R_1) + (R_4 - R_3) + (R_6 - R_5) + (R_8 - R_7) +}{4} +$$ + +For example, a main effect of `+2` minutes for mean waiting time would indicate that changing Factor 1 from its low to high value increases mean waiting time by 2 minutes *on average* across the tested combinations of the other factors. + +An interaction occurs when the effect of one factor is different at different values of another factor. For example, increasing the number of doctors may reduce waiting time substantially when demand is high, but have little effect when demand is low. In that case, the effect of the number of doctors depends on the arrival rate: the two factors interact. See @Robinson2007 for the formula for calculating interaction effects. + +For an applied healthcare example, please see Monks, T., Pearson, M., Pitt, M., Stein, K., & James, M. A. (2015). *Evaluating the impact of a simulation study in emergency stroke care*. Operations research for health care, 6, 40-49. . They used a 2k factorial design to explore uncertainty in an emergency stroke care simulation: + +> "Here we focus on the uncertainty in the model results. To illustrate the results of the model we include a 23 factorial design including two of the early referral parameters and the proportion of exclusions between midnight and 11 am (due to our concern about underestimating the proportion of 'wake-up' strokes where the onset time is unknown). Full results, main and interaction effects are provided in the online supplementary material (see Appendix A)." + ## Saving results Saving your simulation results to file is important for reproducility, as it allows others to verify your findings and generate consistent (or new) figures and analyses, even if they can't re-run your simulation. diff --git a/pages/guide/experiments/scenarios_resources/references.bib b/pages/guide/experiments/scenarios_resources/references.bib index f3fd8fd..2bdb7b8 100644 --- a/pages/guide/experiments/scenarios_resources/references.bib +++ b/pages/guide/experiments/scenarios_resources/references.bib @@ -11,3 +11,13 @@ @article{Heather2025 URL = {https://doi.org/10.1080/17477778.2025.2552177}, eprint = {https://doi.org/10.1080/17477778.2025.2552177} } + +@incollection{Robinson2007, + author = {Stewart Robinson}, + title = {Chapter 10: Experimentation: Searching the Solution Space}, + booktitle = {Simulation: The Practice of Model Development and Use}, + publisher = {John Wiley \& Sons}, + year = {2007}, + pages = {167-199}, + isbn = {9780470847725} +} \ No newline at end of file From e7aa0d210f1598c40e22aa5b712cac255027a56b Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 1 Sep 2026 16:54:04 +0100 Subject: [PATCH 03/11] fix(environment): correct commands (#208) --- pages/guide/setup/environment.qmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pages/guide/setup/environment.qmd b/pages/guide/setup/environment.qmd index a9b49fd..34a090c 100644 --- a/pages/guide/setup/environment.qmd +++ b/pages/guide/setup/environment.qmd @@ -433,7 +433,7 @@ When working on a project from scratch, you will often build up your environment To delete your environment, first deactivate it: ```{.bash} -conda deactivate envname +conda deactivate ``` You can then run: @@ -994,7 +994,7 @@ curl -LsSf https://astral.sh/uv/install.sh | sh Can check it has installed by running: ```{.bash} -uv version +uv self version ```
From 778f893c66a1a38d26a3fd8f980127f8f4f60a68 Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 10:28:11 +0100 Subject: [PATCH 04/11] feat(environment): add rig Pop_OS! instructions --- pages/guide/setup/environment.qmd | 39 ++++++++++++++++++++++++++++++- 1 file changed, 38 insertions(+), 1 deletion(-) diff --git a/pages/guide/setup/environment.qmd b/pages/guide/setup/environment.qmd index 34a090c..05cf9a5 100644 --- a/pages/guide/setup/environment.qmd +++ b/pages/guide/setup/environment.qmd @@ -326,7 +326,44 @@ For most users, the best way to manage R versions is to use [`rig`](https://gith ### Install `rig` -Follow the installation instructions for your operating system on the [rig GitHub](https://github.com/r-lib/rig) page. After installation, check that it works by running: +Follow the installation instructions for your operating system on the [rig GitHub](https://github.com/r-lib/rig) page. + +::: {.callout-note collapse="true" title="Example: Pop_OS!"} + +First, follow the [rig GitHub](https://github.com/r-lib/rig) instructions: + +```{.bash} +`which sudo` curl -L https://rig.r-pkg.org/deb/rig.gpg -o /etc/apt/trusted.gpg.d/rig.gpg +`which sudo` sh -c 'echo "deb http://rig.r-pkg.org/deb rig main" > /etc/apt/sources.list.d/rig.list' +`which sudo` apt update +`which sudo` apt install r-rig +``` + +As Pop_OS! is not officially supported, we then also need to set the `RIG_PLATFORM`, [as described in this GitHub issue](https://github.com/r-lib/rig/issues/206#issuecomment-2057856982). First, let's find out what version the OS is: + +```{.bash} +cat /etc/os-release +``` + +Then set the relevant `RIG_PLATFORM`, for example: + +```{.bash} +echo 'export RIG_PLATFORM=ubuntu-24.04' >> ~/.profile +``` + +Apply the settings to your terminal and check we see `ubuntu-24.04` when run command below: + +```{.bash} +source ~/.profile +echo "$RIG_PLATFORM" +rig system detect-platform +``` + +You should now be able to run rig commands (e.g., `rig add 4.4.1`). + +::: + +After installation, check that it works by running: ```{.bash} rig --version From fccf0b341c1db9da6fc8499fa5df1768174c159b Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 10:49:07 +0100 Subject: [PATCH 05/11] docs(contributing): add linux system dependencies --- CONTRIBUTING.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 3b9d93e..7d47666 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -18,6 +18,12 @@ renv::init() renv::restore() ``` +> On Linux, some system dependencies are required for all packages to install successfully. +> +> ``` +> sudo apt install libfontconfig1-dev libharfbuzz-dev libfribidi-dev +> ``` + **3. Create the book.** ``` From d68f20748f8139806a3b6089593f5d4502e2f10c Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 10:49:35 +0100 Subject: [PATCH 06/11] feat(patient_id_counter): add to all code (#209) --- pages/guide/model/logs.qmd | 12 ++++++++--- pages/guide/model/patients.qmd | 12 ++++++++--- pages/guide/model/process.qmd | 4 +++- pages/guide/output_analysis/outputs.qmd | 20 ++++++++++++++----- .../outputs_resources/all_measures/model.py | 4 +++- .../outputs_resources/model.py | 4 +++- .../outputs_resources/model_monitored.py | 4 +++- .../outputs_resources/model_timewithdoctor.py | 4 +++- .../replications_resources/model.py | 4 +++- pages/guide/output_analysis/warmup.qmd | 7 +++++-- .../tests_resources/simulation.py | 4 +++- 11 files changed, 59 insertions(+), 20 deletions(-) diff --git a/pages/guide/model/logs.qmd b/pages/guide/model/logs.qmd index 5e364ea..bd3c4db 100644 --- a/pages/guide/model/logs.qmd +++ b/pages/guide/model/logs.qmd @@ -464,6 +464,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Initialise distributions self.arrival_dist = Exponential(mean=self.param.interarrival_time, @@ -484,7 +485,8 @@ class Model: yield self.env.timeout(sampled_iat) # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) @@ -904,6 +906,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Initialise distributions self.arrival_dist = Exponential(mean=self.param.interarrival_time, @@ -928,7 +931,8 @@ class Model: yield self.env.timeout(sampled_iat) # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) @@ -1344,6 +1348,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Initialise distributions self.arrival_dist = Exponential(mean=self.param.interarrival_time, @@ -1370,7 +1375,8 @@ class Model: yield self.env.timeout(sampled_iat) # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/model/patients.qmd b/pages/guide/model/patients.qmd index 9a5a114..663bd3b 100644 --- a/pages/guide/model/patients.qmd +++ b/pages/guide/model/patients.qmd @@ -211,6 +211,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Initialise distributions self.arrival_dist = Exponential( @@ -228,7 +229,8 @@ class Model: yield self.env.timeout(sampled_iat) # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) @@ -306,6 +308,7 @@ Independent seeding also helps you avoid subtle mistakes that can happen with ma ```{.python} # Set up attributes to store results self.patients = [] +self.patient_id_counter = 0 ``` The `patients` list will store the `Patient` instances created for each arrival. The list stores references to the objects, so any changes made to a Patient's attributes after being added will be reflected in the list. @@ -352,7 +355,8 @@ The statement `yield self.env.timeout(sampled_iat)` is how the simulation waits ```{.python} # Create a new patient -patient = Patient(patient_id=len(self.patients)+1, +self.patient_id_counter += 1 +patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) ``` @@ -697,6 +701,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Create all the distributions#<< self.dist = DistributionRegistry.create_batch(#<< @@ -715,7 +720,8 @@ class Model: yield self.env.timeout(sampled_iat) # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/model/process.qmd b/pages/guide/model/process.qmd index 621513c..64ba625 100644 --- a/pages/guide/model/process.qmd +++ b/pages/guide/model/process.qmd @@ -193,6 +193,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Initialise distributions self.arrival_dist = Exponential(mean=self.param.interarrival_time, @@ -210,7 +211,8 @@ class Model: yield self.env.timeout(sampled_iat) # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/outputs.qmd b/pages/guide/output_analysis/outputs.qmd index 2aa1475..73418e2 100644 --- a/pages/guide/output_analysis/outputs.qmd +++ b/pages/guide/output_analysis/outputs.qmd @@ -945,6 +945,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] # Initialise distributions @@ -969,7 +970,8 @@ class Model: period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) @@ -1669,6 +1671,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] self.doctor_time_used = 0#<< self.doctor_time_used_correction = 0#<< @@ -1695,7 +1698,8 @@ class Model: period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) @@ -3090,6 +3094,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] # Initialise distributions @@ -3114,7 +3119,8 @@ class Model: period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) @@ -3505,6 +3511,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] self.area_n_in_system = [0]#<< self.time_last_n_in_system = self.env.now#<< @@ -3548,7 +3555,8 @@ class Model: period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) @@ -4113,6 +4121,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] # Initialise distributions @@ -4137,7 +4146,8 @@ class Model: period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/outputs_resources/all_measures/model.py b/pages/guide/output_analysis/outputs_resources/all_measures/model.py index 655ccf0..1d96f5c 100644 --- a/pages/guide/output_analysis/outputs_resources/all_measures/model.py +++ b/pages/guide/output_analysis/outputs_resources/all_measures/model.py @@ -57,6 +57,7 @@ def __init__(self, param, run_number): # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] self.area_n_in_system = [0]#<< self.time_last_n_in_system = self.env.now#<< @@ -100,7 +101,8 @@ def generate_arrivals(self): period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/outputs_resources/model.py b/pages/guide/output_analysis/outputs_resources/model.py index 146e76d..22a3386 100644 --- a/pages/guide/output_analysis/outputs_resources/model.py +++ b/pages/guide/output_analysis/outputs_resources/model.py @@ -49,6 +49,7 @@ def __init__(self, param, run_number): # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = []#<< # Initialise distributions @@ -73,7 +74,8 @@ def generate_arrivals(self): period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/outputs_resources/model_monitored.py b/pages/guide/output_analysis/outputs_resources/model_monitored.py index 31b9092..c9ce31f 100644 --- a/pages/guide/output_analysis/outputs_resources/model_monitored.py +++ b/pages/guide/output_analysis/outputs_resources/model_monitored.py @@ -49,6 +49,7 @@ def __init__(self, param, run_number): # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] # Initialise distributions @@ -73,7 +74,8 @@ def generate_arrivals(self): period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/outputs_resources/model_timewithdoctor.py b/pages/guide/output_analysis/outputs_resources/model_timewithdoctor.py index 440e1b0..f4d7f5a 100644 --- a/pages/guide/output_analysis/outputs_resources/model_timewithdoctor.py +++ b/pages/guide/output_analysis/outputs_resources/model_timewithdoctor.py @@ -49,6 +49,7 @@ def __init__(self, param, run_number): # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] # Initialise distributions @@ -73,7 +74,8 @@ def generate_arrivals(self): period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/replications_resources/model.py b/pages/guide/output_analysis/replications_resources/model.py index e4903c0..a922c9d 100644 --- a/pages/guide/output_analysis/replications_resources/model.py +++ b/pages/guide/output_analysis/replications_resources/model.py @@ -57,6 +57,7 @@ def __init__(self, param, run_number): # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] self.area_n_in_system = [0] self.time_last_n_in_system = self.env.now @@ -100,7 +101,8 @@ def generate_arrivals(self): period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/output_analysis/warmup.qmd b/pages/guide/output_analysis/warmup.qmd index 5ea00fe..cbb18b4 100644 --- a/pages/guide/output_analysis/warmup.qmd +++ b/pages/guide/output_analysis/warmup.qmd @@ -219,6 +219,7 @@ class Model: # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 # Initialise distributions self.arrival_dist = Exponential(mean=self.param.interarrival_time, @@ -242,7 +243,8 @@ class Model: period = "\U0001F539 DC"#<< # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period,#<< arrival_time=self.env.now) self.patients.append(patient) @@ -322,7 +324,8 @@ else: period = "\U0001F539 DC" # Create a new patient -patient = Patient(patient_id=len(self.patients)+1, +self.patient_id_counter += 1 +patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) diff --git a/pages/guide/verification_validation/tests_resources/simulation.py b/pages/guide/verification_validation/tests_resources/simulation.py index 5039058..92ca116 100644 --- a/pages/guide/verification_validation/tests_resources/simulation.py +++ b/pages/guide/verification_validation/tests_resources/simulation.py @@ -278,6 +278,7 @@ def __init__(self, param, run_number): # Set up attributes to store results self.patients = [] + self.patient_id_counter = 0 self.results_list = [] self.area_n_in_system = [0] self.time_last_n_in_system = self.env.now @@ -321,7 +322,8 @@ def generate_arrivals(self): period = "\U0001F539 DC" # Create a new patient - patient = Patient(patient_id=len(self.patients)+1, + self.patient_id_counter += 1 + patient = Patient(patient_id=self.patient_id_counter, period=period, arrival_time=self.env.now) self.patients.append(patient) From 33fbe17356cb0fc6107507e4599a0e8e7fbf7e30 Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 10:56:52 +0100 Subject: [PATCH 07/11] docs(contributing): made the reticulate error instructions follow immediately on from set-up as always (or nearly always?) need them --- CONTRIBUTING.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 7d47666..ca019c2 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -30,9 +30,7 @@ renv::restore() quarto render ``` -### Common `reticulate` error and solution - -When rendering a Quarto document containing executable Python code with `reticulate`, configuration errors can occur if R is not using the same Python as your conda/mamba environment. +**However,** the first time you try to run it, you will likely run into a `reticulate` error. When rendering a Quarto document containing executable Python code with `reticulate`, configuration errors can occur if R is not using the same Python as your conda/mamba environment. Whilst you can use `reticulate::use_condaenv()` on each page, this caused errors for our GitHub action - and anyway, a more robust approach is to configure which Python interpreter reticulate should use. From 119c778ef8cd95be3b76fb47dd9791358f4e6bb2 Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 11:07:36 +0100 Subject: [PATCH 08/11] docs(contributing): add another command I just discovered is needed in .Renviron specifically for Pop OS --- CONTRIBUTING.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index ca019c2..e187d15 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -49,6 +49,12 @@ RETICULATE_PYTHON=/home/amy/mambaforge/envs/des-rap-book/bin/python RETICULATE_CONDA=/home/amy/mambaforge/bin/conda ``` +If using Pop!_OS, you will also need to a line to similar to this (but with appropriate version). This is to allow `pak::pkg_sysreqs("plotly")` to run on `environment.qmd`. + +``` +PKG_SYSREQS_PLATFORM=ubuntu-24.04 +``` +
## Linting From dd492857c2ba6bee385cd52b6ab7ca75feeb0b03 Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 11:17:24 +0100 Subject: [PATCH 09/11] chore(results): updated results tiny floating point --- ...ython_scenario_mean_patients_in_system.csv | 30 +++---- ...ython_scenario_mean_patients_in_system.png | Bin 49806 -> 50515 bytes .../python_scenario_mean_queue_length.csv | 30 +++---- .../python_scenario_mean_queue_length.png | Bin 49477 -> 50932 bytes .../python_scenario_mean_time_in_system.csv | 30 +++---- .../python_scenario_mean_time_in_system.png | Bin 50284 -> 50384 bytes .../python_scenario_mean_utilisation_tw.csv | 30 +++---- .../python_scenario_mean_utilisation_tw.png | Bin 52516 -> 53161 bytes .../python_scenario_mean_wait_time.csv | 26 +++--- .../python_scenario_mean_wait_time.png | Bin 51044 -> 49331 bytes ...on_sensitivity_mean_patients_in_system.csv | 14 +-- ...on_sensitivity_mean_patients_in_system.png | Bin 31652 -> 31538 bytes .../python_sensitivity_mean_queue_length.csv | 14 +-- .../python_sensitivity_mean_queue_length.png | Bin 30049 -> 30156 bytes ...python_sensitivity_mean_time_in_system.csv | 14 +-- ...python_sensitivity_mean_time_in_system.png | Bin 30638 -> 30499 bytes ...python_sensitivity_mean_utilisation_tw.csv | 14 +-- ...python_sensitivity_mean_utilisation_tw.png | Bin 32334 -> 32182 bytes .../python_sensitivity_mean_wait_time.csv | 14 +-- .../python_sensitivity_mean_wait_time.png | Bin 30746 -> 30640 bytes .../logs_resources/python_log_example.log | 1 + .../tests_resources/python_overall.csv | 4 +- .../tests_resources/python_patient.csv | 84 +++++++++--------- 23 files changed, 153 insertions(+), 152 deletions(-) diff --git a/pages/guide/experiments/tables_figures_resources/python_scenario_mean_patients_in_system.csv b/pages/guide/experiments/tables_figures_resources/python_scenario_mean_patients_in_system.csv index 38befac..6189ae7 100644 --- a/pages/guide/experiments/tables_figures_resources/python_scenario_mean_patients_in_system.csv +++ b/pages/guide/experiments/tables_figures_resources/python_scenario_mean_patients_in_system.csv @@ -1,16 +1,16 @@ scenario,interarrival_time,number_of_doctors,mean,std_dev,ci_lower,ci_upper,metric -0,4,3,4.85916630025862,3.18294609944992,0.9070167203485484,8.811315880168692,mean_patients_in_system -1,4,4,4.077251640043243,2.597156294023534,0.8524561720459047,7.302047108040581,mean_patients_in_system -2,4,5,3.687066782754907,2.0455534676890834,1.1471766855245007,6.2269568799853126,mean_patients_in_system -3,5,3,3.3492346438019935,2.2862909049990146,0.5104295376440096,6.1880397499599775,mean_patients_in_system -4,5,4,2.923448380538627,1.9557821828895496,0.4950240557162986,5.351872705360956,mean_patients_in_system -5,5,5,2.813891400386683,1.7906419268135232,0.5905157861881074,5.037267014585258,mean_patients_in_system -6,6,3,2.6678235002222697,1.5729375813352897,0.7147635340565317,4.620883466388007,mean_patients_in_system -7,6,4,2.4143250992529275,1.352840401927087,0.7345518768645503,4.0940983216413045,mean_patients_in_system -8,6,5,2.35876465367196,1.2873665521823698,0.7602879533354008,3.957241354008519,mean_patients_in_system -9,7,3,2.1873524727756872,1.1410280013058747,0.7705790826117824,3.604125862939592,mean_patients_in_system -10,7,4,2.0719012805919315,1.0179671444453147,0.8079281259798909,3.335874435203972,mean_patients_in_system -11,7,5,2.0511265633273466,0.9942008006338163,0.8166632221949766,3.2855899044597168,mean_patients_in_system -12,8,3,1.6672893427505808,0.7821507049868084,0.6961209711987658,2.6384577143023957,mean_patients_in_system -13,8,4,1.6510501688952215,0.76457756478943,0.7017017328618786,2.6003986049285643,mean_patients_in_system -14,8,5,1.6510501688952215,0.76457756478943,0.7017017328618786,2.6003986049285643,mean_patients_in_system +0,4,3,4.85916630025862,3.18294609944992,0.907016720348556,8.811315880168683,mean_patients_in_system +1,4,4,4.077251640043243,2.597156294023534,0.852456172045911,7.302047108040575,mean_patients_in_system +2,4,5,3.687066782754907,2.0455534676890834,1.1471766855245056,6.226956879985308,mean_patients_in_system +3,5,3,3.3492346438019935,2.2862909049990146,0.5104295376440149,6.188039749959972,mean_patients_in_system +4,5,4,2.923448380538627,1.9557821828895496,0.49502405571630304,5.35187270536095,mean_patients_in_system +5,5,5,2.813891400386683,1.7906419268135232,0.5905157861881118,5.037267014585254,mean_patients_in_system +6,6,3,2.6678235002222697,1.5729375813352897,0.7147635340565355,4.620883466388004,mean_patients_in_system +7,6,4,2.4143250992529275,1.352840401927087,0.7345518768645536,4.094098321641301,mean_patients_in_system +8,6,5,2.35876465367196,1.2873665521823698,0.7602879533354039,3.957241354008516,mean_patients_in_system 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b/pages/guide/verification_validation/tests_resources/python_overall.csv @@ -1,5 +1,5 @@ arrivals,mean_wait_time,mean_time_with_doctor,mean_utilisation_tw,mean_queue_length,mean_time_in_system,mean_patients_in_system,unseen_count,unseen_wait_time 8.4,3.6980002604678397,12.385909310097768,0.7280467614844883,1.1650943593485281,11.23532646310502,3.3492346438019935,1.6,6.170200985513401 4.39317652729776,3.6476898436199563,6.078558668847958,0.23282211721993226,1.7577071663684805,5.451946192617938,2.2862909049990146,2.5099800796022267,5.518049046713392 -2.9451508683005256,-0.8312048949685868,4.838381850019848,0.43895992054692123,-1.0173873485159723,4.4658411555872295,0.5104295376440096,-1.516551901050709,-7.537392746545424 -13.854849131699474,8.227205415904265,19.93343677017569,1.0171336024220554,3.3475760672130286,18.00481177062281,6.1880397499599775,4.716551901050709,19.877794717572225 +2.9451508683005363,-0.8312048949685789,4.8383818500198625,0.4389599205469218,-1.017387348515968,4.465841155587243,0.5104295376440149,-1.5165519010507031,-7.537392746715294 +13.854849131699464,8.227205415904258,19.933436770175675,1.0171336024220548,3.347576067213024,18.004811770622798,6.188039749959972,4.716551901050703,19.877794717742095 diff --git a/pages/guide/verification_validation/tests_resources/python_patient.csv b/pages/guide/verification_validation/tests_resources/python_patient.csv index aee01c8..869767a 100644 --- a/pages/guide/verification_validation/tests_resources/python_patient.csv +++ b/pages/guide/verification_validation/tests_resources/python_patient.csv @@ -1,43 +1,43 @@ patient_id,period,arrival_time,wait_time,time_with_doctor,end_time,run,time_in_system,unseen_wait_time -1,🔹 DC,37.778249941653414,0.0,19.610316954226214,57.38856689587963,0,19.610316954226214, -2,🔹 DC,38.1081836468351,0.0,9.48973728190676,47.59792092874186,0,9.489737281906756, -3,🔹 DC,42.610665625320905,4.987255303420952,41.66547519273915,,0,, -4,🔹 DC,44.087985168504765,12.574405898760453,5.874479384820116,62.53687045208534,0,18.448885283580573, -5,🔹 DC,55.587763291252145,1.8008036046274825,27.882443706199318,,0,, -6,🔹 DC,64.88000734074431,0.0,24.91461474992887,,0,, -7,🔹 DC,64.95429338327838,,,,0,,5.045706616721617 -1,🔹 DC,31.63025838252688,0.4935256435346993,21.46874418574885,53.59252821181043,1,21.962269829283553, -2,🔹 DC,36.408782287417935,0.0,8.402275074734494,44.811057362152425,1,8.40227507473449, -3,🔹 DC,37.174693284555296,3.549297894820299,4.22370472519968,44.947695904575276,1,7.77300262001998, -4,🔹 DC,37.756151476097784,7.054905886054641,24.535513957946094,69.34657132009852,1,31.590419844000735, -5,🔹 DC,41.3140364817759,3.6336594227993757,11.753835196333178,56.701531100908454,1,15.387494619132553, -6,🔹 DC,42.08968620992036,11.502842001890073,5.2143971025138995,58.80692531432433,1,16.717239104403973, -7,🔹 DC,43.39875120145619,13.302779899452261,35.25997611184963,,1,, -8,🔹 DC,43.620174918676,15.186750395648332,3.105589171313569,61.9125144856379,1,18.2923395669619, -9,🔹 DC,44.77250776243481,17.140006723203086,19.989189370767775,,1,, -10,🔹 DC,45.89228449221967,23.454286827878846,10.531722434496317,,1,, -11,🔹 DC,49.60683266708086,,,,1,,20.39316733291914 -12,🔹 DC,50.64965577265651,,,,1,,19.35034422734349 -13,🔹 DC,55.97182904483056,,,,1,,14.028170955169443 -14,🔹 DC,59.495785936988156,,,,1,,10.504214063011844 -15,🔹 DC,65.46987881678507,,,,1,,4.530121183214931 -16,🔹 DC,65.82271132227187,,,,1,,4.177288677728129 -1,🔹 DC,37.522238209035095,0.0,11.765445740602514,49.28768394963761,2,11.765445740602516, -2,🔹 DC,38.73556206971949,10.552121879918118,11.924576101962534,61.21226005160015,2,22.476697981880655, -3,🔹 DC,44.39766641947217,5.759020908140293,1.6433458807124062,51.80003320832488,2,7.402366788852703, -4,🔹 DC,46.202295462099556,5.59773774622532,3.767369294641403,55.56740250296628,2,9.365107040866725, -5,🔹 DC,58.280424617986434,0.0,1.556104608715715,59.83652922670215,2,1.5561046087157138, -1,🔹 DC,34.4114890100761,0.0,6.933157696461979,41.344646706538086,3,6.933157696461983, -2,🔹 DC,38.687761079588434,0.0,0.4018079964464093,39.08956907603484,3,0.40180799644640786, -3,🔹 DC,47.79492926427886,0.0,3.6600656431530836,51.454994907431946,3,3.6600656431530822, -4,🔹 DC,51.478815336513996,0.0,39.24606887173808,,3,, -5,🔹 DC,65.91742299963842,0.0,3.81202294382412,69.72944594346254,3,3.812022943824118, -6,🔹 DC,66.47292975619197,0.0,20.10444300708877,,3,, -7,🔹 DC,67.32271052572582,2.406735417736712,8.659462871276256,,3,, -8,🔹 DC,68.69898806674591,,,,3,,1.3010119332540881 -1,🔹 DC,44.324928443096475,0.0,5.084293332845218,49.409221775941695,4,5.0842933328452204, -2,🔹 DC,44.851315721806955,0.0,5.327243417772931,50.17855913957989,4,5.327243417772934, -3,🔹 DC,46.40434694509024,3.004874830851456,19.908329274143306,69.317551050085,4,22.91320410499476, -4,🔹 DC,47.150296493860225,3.028262645719664,0.3543331135564007,50.53289225313629,4,3.3825957592760645, -5,🔹 DC,53.58621614350521,0.0,13.568114169329387,67.1543303128346,4,13.568114169329391, -6,🔹 DC,54.448043442914425,0.0,3.43269549211437,57.880738935028795,4,3.4326954921143695, +6,🔹 DC,37.778249941653414,0.0,19.610316954226214,57.38856689587963,0,19.610316954226214, +7,🔹 DC,38.1081836468351,0.0,9.48973728190676,47.59792092874186,0,9.489737281906756, +8,🔹 DC,42.610665625320905,4.987255303420952,41.66547519273915,,0,, +9,🔹 DC,44.087985168504765,12.574405898760453,5.874479384820116,62.53687045208534,0,18.448885283580573, +10,🔹 DC,55.587763291252145,1.8008036046274825,27.882443706199318,,0,, +11,🔹 DC,64.88000734074431,0.0,24.91461474992887,,0,, +12,🔹 DC,64.95429338327838,,,,0,,5.045706616721617 +7,🔹 DC,31.63025838252688,0.4935256435346993,21.46874418574885,53.59252821181043,1,21.962269829283553, +8,🔹 DC,36.408782287417935,0.0,8.402275074734494,44.811057362152425,1,8.40227507473449, +9,🔹 DC,37.174693284555296,3.549297894820299,4.22370472519968,44.947695904575276,1,7.77300262001998, +10,🔹 DC,37.756151476097784,7.054905886054641,24.535513957946094,69.34657132009852,1,31.590419844000735, +11,🔹 DC,41.3140364817759,3.6336594227993757,11.753835196333178,56.701531100908454,1,15.387494619132553, +12,🔹 DC,42.08968620992036,11.502842001890073,5.2143971025138995,58.80692531432433,1,16.717239104403973, +13,🔹 DC,43.39875120145619,13.302779899452261,35.25997611184963,,1,, +14,🔹 DC,43.620174918676,15.186750395648332,3.105589171313569,61.9125144856379,1,18.2923395669619, +15,🔹 DC,44.77250776243481,17.140006723203086,19.989189370767775,,1,, +16,🔹 DC,45.89228449221967,23.454286827878846,10.531722434496317,,1,, +17,🔹 DC,49.60683266708086,,,,1,,20.39316733291914 +18,🔹 DC,50.64965577265651,,,,1,,19.35034422734349 +19,🔹 DC,55.97182904483056,,,,1,,14.028170955169443 +20,🔹 DC,59.495785936988156,,,,1,,10.504214063011844 +21,🔹 DC,65.46987881678507,,,,1,,4.530121183214931 +22,🔹 DC,65.82271132227187,,,,1,,4.177288677728129 +6,🔹 DC,37.522238209035095,0.0,11.765445740602514,49.28768394963761,2,11.765445740602516, +7,🔹 DC,38.73556206971949,10.552121879918118,11.924576101962534,61.21226005160015,2,22.476697981880655, +8,🔹 DC,44.39766641947217,5.759020908140293,1.6433458807124062,51.80003320832488,2,7.402366788852703, +9,🔹 DC,46.202295462099556,5.59773774622532,3.767369294641403,55.56740250296628,2,9.365107040866725, +10,🔹 DC,58.280424617986434,0.0,1.556104608715715,59.83652922670215,2,1.5561046087157138, +9,🔹 DC,34.4114890100761,0.0,6.933157696461979,41.344646706538086,3,6.933157696461983, +10,🔹 DC,38.687761079588434,0.0,0.4018079964464093,39.08956907603484,3,0.40180799644640786, +11,🔹 DC,47.79492926427886,0.0,3.6600656431530836,51.454994907431946,3,3.6600656431530822, +12,🔹 DC,51.478815336513996,0.0,39.24606887173808,,3,, +13,🔹 DC,65.91742299963842,0.0,3.81202294382412,69.72944594346254,3,3.812022943824118, +14,🔹 DC,66.47292975619197,0.0,20.10444300708877,,3,, +15,🔹 DC,67.32271052572582,2.406735417736712,8.659462871276256,,3,, +16,🔹 DC,68.69898806674591,,,,3,,1.3010119332540881 +3,🔹 DC,44.324928443096475,0.0,5.084293332845218,49.409221775941695,4,5.0842933328452204, +4,🔹 DC,44.851315721806955,0.0,5.327243417772931,50.17855913957989,4,5.327243417772934, +5,🔹 DC,46.40434694509024,3.004874830851456,19.908329274143306,69.317551050085,4,22.91320410499476, +6,🔹 DC,47.150296493860225,3.028262645719664,0.3543331135564007,50.53289225313629,4,3.3825957592760645, +7,🔹 DC,53.58621614350521,0.0,13.568114169329387,67.1543303128346,4,13.568114169329391, +8,🔹 DC,54.448043442914425,0.0,3.43269549211437,57.880738935028795,4,3.4326954921143695, From d5b32f57e14fdd00f4576626b71504c9287c2a54 Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 11:17:36 +0100 Subject: [PATCH 10/11] docs(contributing): add quarto preview --- CONTRIBUTING.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index e187d15..c3e2f30 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -28,6 +28,7 @@ renv::restore() ``` quarto render +quarto preview ``` **However,** the first time you try to run it, you will likely run into a `reticulate` error. When rendering a Quarto document containing executable Python code with `reticulate`, configuration errors can occur if R is not using the same Python as your conda/mamba environment. From c1b8c0abe6f22b2647b97c0269e4399b543706ef Mon Sep 17 00:00:00 2001 From: amyheather Date: Mon, 7 Sep 2026 11:25:45 +0100 Subject: [PATCH 11/11] docs(v0.6.0): update changelog and citation.cff --- CHANGELOG.md | 26 ++++++++++++++++++++++++++ CITATION.cff | 4 ++-- 2 files changed, 28 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 09f7607..f752c5b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,32 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). Dates formatted as YYYY-MM-DD as per [ISO standard](https://www.iso.org/iso-8601-date-and-time-format.html). +## v0.6.0 - 2026-09-07 + +Various changes including new conceptual modelling page and new section on factorial sensitivity analysis. Also additional MCQ, some fixes to environment and code, and other changes and additions to pages. + +### Added + +* Add conceptual modelling page (#200). +* Add factorial sensitivity analysis (#211). +* Add MCQ to pages otherwise missing them (#145). + +### Fixed + +* Environment fixes (curl, rlang, R pinned, upgrade lintquarto). +* Correct some commands on environment page (#208). +* Add `patient_id_counter` to all Python code (#209). + +### Changed + +* Hid Python/R buttons on impact page. +* Add renal capacity model and quotes from Lucy and Dan to index and impact page (#199). +* Mention TRACE and execution tracing (#196) on verification and validation page. +* Add delete instructions (#198) to environment page. +* Add link to STARS Quarto workshop on documentation page (#194). +* Add paper citation and ARC funding and logos. +* Add rig Pop OS instructions to environment page. + ## v0.5.0 - 2026-02-20 This release has lots and lots of changes based on peer review of the book from Nav Mustafee, Rob Challen, Tom Slater and Alison Harper. Other changes include addressing FAIRness requirements, switching R length of warm-up analysis to use intervals, and improving the docker action used to build the site. diff --git a/CITATION.cff b/CITATION.cff index 4886c5f..0ad6a96 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -53,5 +53,5 @@ keywords: - simmer - rap license: MIT -version: '0.5.0' -date-released: '2026-02-20' +version: '0.6.0' +date-released: '2026-09-07'