From 739cdf59ed0830edab8edd3459a8b71582fd6f31 Mon Sep 17 00:00:00 2001 From: amyheather Date: Thu, 23 Jan 2025 16:05:27 +0000 Subject: [PATCH 01/25] style(analysis): remove unnecessary legend from spread plots --- notebooks/analysis.ipynb | 184 ++++++++++++++++------------------ outputs/spread_arrivals.png | Bin 21955 -> 19004 bytes outputs/spread_nurse_time.png | Bin 24609 -> 20712 bytes outputs/spread_nurse_util.png | Bin 23875 -> 20169 bytes outputs/spread_nurse_wait.png | Bin 23578 -> 20039 bytes 5 files changed, 86 insertions(+), 98 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index 755d038..bdff29b 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -590,7 +590,7 @@ " file (str):\n", " Filename to save figure to.\n", " \"\"\"\n", - " fig = px.histogram(trial.trial_results_df[column])\n", + " fig = px.histogram(trial.trial_results_df, x=column)\n", " fig.update_layout(\n", " xaxis_title=x_label,\n", " yaxis_title='Frequency'\n", @@ -618,18 +618,18 @@ { "alignmentgroup": "True", "bingroup": "x", - "hovertemplate": "variable=arrivals
value=%{x}
count=%{y}", - "legendgroup": "arrivals", + "hovertemplate": "arrivals=%{x}
count=%{y}", + "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, - "name": "arrivals", - "offsetgroup": "arrivals", + "name": "", + "offsetgroup": "", "orientation": "v", - "showlegend": true, + "showlegend": false, "type": "histogram", "x": [ 10972, @@ -671,9 +671,6 @@ "layout": { "barmode": "relative", "legend": { - "title": { - "text": "variable" - }, "tracegroupgap": 0 }, "margin": { @@ -1531,18 +1528,18 @@ { "alignmentgroup": "True", "bingroup": "x", - "hovertemplate": "variable=mean_q_time_nurse
value=%{x}
count=%{y}", - "legendgroup": "mean_q_time_nurse", + "hovertemplate": "mean_q_time_nurse=%{x}
count=%{y}", + "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, - "name": "mean_q_time_nurse", - "offsetgroup": "mean_q_time_nurse", + "name": "", + "offsetgroup": "", "orientation": "v", - "showlegend": true, + "showlegend": false, "type": "histogram", "x": [ 0.504541081338615, @@ -1584,9 +1581,6 @@ "layout": { "barmode": "relative", "legend": { - "title": { - "text": "variable" - }, "tracegroupgap": 0 }, "margin": { @@ -2444,18 +2438,18 @@ { "alignmentgroup": "True", "bingroup": "x", - "hovertemplate": "variable=mean_time_with_nurse
value=%{x}
count=%{y}", - "legendgroup": "mean_time_with_nurse", + "hovertemplate": "mean_time_with_nurse=%{x}
count=%{y}", + "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, - "name": "mean_time_with_nurse", - "offsetgroup": "mean_time_with_nurse", + "name": "", + "offsetgroup": "", "orientation": "v", - "showlegend": true, + "showlegend": false, "type": "histogram", "x": [ 9.84226781662332, @@ -2497,9 +2491,6 @@ "layout": { "barmode": "relative", "legend": { - "title": { - "text": "variable" - }, "tracegroupgap": 0 }, "margin": { @@ -3357,18 +3348,18 @@ { "alignmentgroup": "True", "bingroup": "x", - "hovertemplate": "variable=mean_nurse_utilisation
value=%{x}
count=%{y}", - "legendgroup": "mean_nurse_utilisation", + "hovertemplate": "mean_nurse_utilisation=%{x}
count=%{y}", + "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, - "name": "mean_nurse_utilisation", - "offsetgroup": "mean_nurse_utilisation", + "name": "", + "offsetgroup": "", "orientation": "v", - "showlegend": true, + "showlegend": false, "type": "histogram", "x": [ 0.4996386466177992, @@ -3410,9 +3401,6 @@ "layout": { "barmode": "relative", "legend": { - "title": { - "text": "variable" - }, "tracegroupgap": 0 }, "margin": { @@ -8404,70 +8392,70 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-01-16 16:13:13,397 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-16 16:13:13,398 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-16 16:13:13,398 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", - "2025-01-16 16:13:13,399 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-16 16:13:13,399 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", - "2025-01-16 16:13:13,399 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-16 16:13:13,400 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", - "2025-01-16 16:13:13,400 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-16 16:13:13,400 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", - "2025-01-16 16:13:13,401 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-16 16:13:13,401 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", - "2025-01-16 16:13:13,401 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-16 16:13:13,402 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", - "2025-01-16 16:13:13,402 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-16 16:13:13,402 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", - "2025-01-16 16:13:13,402 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-16 16:13:13,403 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", - "2025-01-16 16:13:13,403 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-16 16:13:13,405 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", - "2025-01-16 16:13:13,406 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-16 16:13:13,406 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", - "2025-01-16 16:13:13,407 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-16 16:13:13,408 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", - "2025-01-16 16:13:13,409 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-16 16:13:13,410 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-16 16:13:13,411 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-16 16:13:13,412 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-16 16:13:13,412 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-16 16:13:13,412 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-16 16:13:13,413 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-16 16:13:13,413 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-16 16:13:13,413 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-16 16:13:13,414 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-16 16:13:13,415 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-16 16:13:13,416 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-16 16:13:13,416 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-16 16:13:13,417 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-16 16:13:13,417 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-16 16:13:13,418 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-16 16:13:13,418 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-16 16:13:13,418 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-16 16:13:13,419 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-16 16:13:13,419 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-16 16:13:13,419 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-16 16:13:13,420 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-16 16:13:13,420 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-16 16:13:13,421 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-16 16:13:13,421 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-16 16:13:13,422 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-16 16:13:13,422 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-16 16:13:13,422 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-16 16:13:13,423 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-16 16:13:13,423 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-16 16:13:13,424 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-16 16:13:13,424 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-16 16:13:13,425 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-16 16:13:13,425 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-16 16:13:13,426 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-16 16:13:13,426 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-16 16:13:13,427 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-16 16:13:13,427 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-16 16:13:13,428 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-16 16:13:13,428 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-16 16:13:13,428 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-23 16:05:04,567 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-23 16:05:04,568 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-23 16:05:04,568 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", + "2025-01-23 16:05:04,568 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-23 16:05:04,569 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", + "2025-01-23 16:05:04,569 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-23 16:05:04,570 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", + "2025-01-23 16:05:04,570 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-23 16:05:04,571 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", + "2025-01-23 16:05:04,571 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-23 16:05:04,571 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", + "2025-01-23 16:05:04,572 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-23 16:05:04,572 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", + "2025-01-23 16:05:04,572 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", + "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", + "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-23 16:05:04,574 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", + "2025-01-23 16:05:04,574 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-23 16:05:04,574 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", + "2025-01-23 16:05:04,575 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-23 16:05:04,575 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", + "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-23 16:05:04,585 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -8607,7 +8595,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 23s\n" + "Notebook run time: 0m 24s\n" ] } ], diff --git a/outputs/spread_arrivals.png b/outputs/spread_arrivals.png index c310678cd7159768c7a7c797c9e65ceae2949d90..317b5c9fab2bcbc0021d60e53fa7f64638bed32a 100644 GIT binary patch literal 19004 zcmeHvcT|(vyDnf97(_%=1_414kUjzuk*cUP0YMOuHcAuep(M1>6l@e}k*)$V2pD=x zAV!obpeP+esF9k`JKPx~g&Y4;3-gWO;=lX}NJJkJl#@^5e8u>yp z+Uxi`T{T_lUr(Mq8MRM1DmQ*#tn{5o>F0-z#0uQsf0;49*0RBUKfQWFXqo~x)iz@z zE@WZSPhsNbQbh;apU^TPzvPBq^HH!}l56btu^lFnNKF0*m1$@p-+xf_d4q`y?gd;- zyH}KX1(YeXyu1N4bPU@+5Ms&{Zw2!Mp}QA&!SDC~{Qa&ue%j}!fBfH$58>26i#X?N zgus#SG0Ge8_RZb{q87(a-lxH5zh#O$gw;@v=61)fxBm~_WvHPKe z76HUC=b~&82J>VdeD=Jh>`utPXXix>ak661r`q_x?1XckV=widW5WSOMF@Q>Kpv3wEQ-rC6J6{wJb zq~=|NEtI=mkCBFrbJ(^WDs2BSqQYB zPwWlGDv`L6*+X%a8qRh`Mukq>t5U{O6mIOAQ4N^!)L}d)kMLCrq17%g$>rm%);Aww zAgpONZ3XTCN}^dzs;H0&nl`yoEAvxN=u3 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zqMh&jM@;f{4=B0iR?hJK5o?^ezyxR(ezuJ5_p?RtKacs5VF#1(&)oc|8GxPf|LMM2 agEPmHFB6$_xIoWuri;2pI%Vgs-1}cY(iW}& From 2112ee5608dd2c795cee94ffebec744529af53a9 Mon Sep 17 00:00:00 2001 From: amyheather Date: Thu, 23 Jan 2025 16:14:21 +0000 Subject: [PATCH 02/25] style(choosing parameters): convert num rep plots to subplots, and save all plots to .png --- notebooks/choosing_parameters.ipynb | 4225 ++++++++---------------- outputs/choose_param_conf_int_1.png | Bin 0 -> 39861 bytes outputs/choose_param_conf_int_2.png | Bin 0 -> 57508 bytes outputs/choose_param_conf_int_3.png | Bin 0 -> 46760 bytes outputs/choose_param_cores.png | Bin 0 -> 32188 bytes outputs/choose_param_time_series_1.png | Bin 0 -> 96109 bytes outputs/choose_param_time_series_2.png | Bin 0 -> 83955 bytes 7 files changed, 1337 insertions(+), 2888 deletions(-) create mode 100644 outputs/choose_param_conf_int_1.png create mode 100644 outputs/choose_param_conf_int_2.png create mode 100644 outputs/choose_param_conf_int_3.png create mode 100644 outputs/choose_param_cores.png create mode 100644 outputs/choose_param_time_series_1.png create mode 100644 outputs/choose_param_time_series_2.png diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index 44d707e..29ed6e0 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -80,10 +80,14 @@ "outputs": [], "source": [ "from simulation.model import Defaults, Trial, summary_stats\n", - "import time\n", + "\n", "from IPython.display import display\n", + "import os\n", "import pandas as pd\n", "import plotly.express as px\n", + "import plotly.graph_objects as go\n", + "import plotly.subplots as sp\n", + "import time\n", "import warnings" ] }, @@ -103,6 +107,22 @@ "notebook_start_time = time.time()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define path to outputs folder" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "output_dir = '../outputs/'" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -118,15 +138,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "def time_series_inspection(data_collection_period, warm_up=None):\n", + "def time_series_inspection(file, data_collection_period, warm_up=None):\n", " \"\"\"\n", " Time series inspection method for determining length of warm-up.\n", "\n", " Arguments:\n", + " file (str):\n", + " Filename to save figure to.\n", " data_collection_period (float):\n", " Length of time to run the simulation for.\n", " warm_up (float, optional):\n", @@ -154,6 +176,11 @@ " 'utilisation': 'Cumulative mean nurse utilisation',\n", " 'running_mean_wait_time': 'Running mean nurse wait time'\n", " }\n", + "\n", + " # Create 1x2 subplot\n", + " full_figure = sp.make_subplots(rows=2, cols=1, shared_xaxes=True)\n", + "\n", + " i = 1\n", " for var, label in plot.items():\n", " # Reformat so index is simulation time and columns are each run\n", " reformat = (\n", @@ -169,17 +196,43 @@ " elif var == 'running_mean_wait_time':\n", " cumulative = reformat.copy()\n", "\n", - " # Create plot. If specified, add vertical line to indicate suggested\n", - " # warm-up length\n", - " fig = px.line(cumulative)\n", - " fig.update_layout(\n", - " xaxis_title='Run time (minutes)',\n", - " yaxis_title=label,\n", - " showlegend=False\n", + " # Create plot (using go.Scatter instead of px.express, for sub-plots)\n", + " full_figure.add_trace(\n", + " go.Scatter(\n", + " x=cumulative.index,\n", + " y=cumulative[0],\n", + " mode='lines',\n", + " line=dict(color='royalblue')\n", + " ),\n", + " row=i, col=1\n", " )\n", + "\n", + " # Add y axis label\n", + " full_figure.update_yaxes(title_text=label, row=i, col=1)\n", + "\n", + " # Add vertical line for warm-up period specified\n", " if warm_up is not None:\n", - " fig.add_vline(x=warm_up, line_color='red', line_dash='dash')\n", - " fig.show()" + " full_figure.add_vline(\n", + " x=warm_up, line_color='red', line_dash='dash',\n", + " annotation_text='Warm-up', annotation_position='top left',\n", + " annotation_font_color='red')\n", + " i += 1\n", + "\n", + " # Add x axis title\n", + " full_figure.update_xaxes(title_text='Run time (minutes)')\n", + "\n", + " # Set figure dimensions and hide legend\n", + " full_figure.update_layout(\n", + " width=1400,\n", + " height=800,\n", + " showlegend=False\n", + " )\n", + "\n", + " # Show figure\n", + " full_figure.show()\n", + "\n", + " # Save figure\n", + " full_figure.write_image(os.path.join(output_dir, file))" ] }, { @@ -191,7 +244,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -202,19 +255,10 @@ }, "data": [ { - "hovertemplate": "run=0
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value=%{y}", - "legendgroup": "0", "line": { - "color": "#636efa", - "dash": "solid" - }, - "marker": { - "symbol": "circle" + "color": "royalblue" }, "mode": "lines", - "name": "0", - "orientation": "v", - "showlegend": true, "type": "scatter", "x": [ 0, @@ -4513,7 +2861,7 @@ 57360, 57480 ], - "xaxis": "x", + "xaxis": "x2", "y": [ 0, 0.1850812125177364, @@ -4996,19 +3344,52 @@ 0.48574094851801636, 0.4847409328403097 ], - "yaxis": "y" + "yaxis": "y2" } ], "layout": { - "legend": { - "title": { - "text": "run" + "annotations": [ + { + "font": { + "color": "red" + }, + "showarrow": false, + "text": "Warm-up", + "x": 18720, + "xanchor": "right", + "xref": "x", + "y": 1, + "yanchor": "top", + "yref": "y domain" }, - "tracegroupgap": 0 - }, - "margin": { - "t": 60 - }, + { + "font": { + "color": "red" + }, + "showarrow": false, + "text": "Warm-up", + "x": 18720, + "xanchor": "right", + "xref": "x", + "y": 1, + "yanchor": "top", + "yref": "y domain" + }, + { + "font": { + "color": "red" + }, + "showarrow": false, + "text": "Warm-up", + "x": 18720, + "xanchor": "right", + "xref": "x2", + "y": 1, + "yanchor": "top", + "yref": "y2 domain" + } + ], + "height": 800, "shapes": [ { "line": { @@ -5022,6 +3403,32 @@ "y0": 0, "y1": 1, "yref": "y domain" + }, + { + "line": { + "color": "red", + "dash": "dash" + }, + "type": "line", + "x0": 18720, + "x1": 18720, + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "line": { + "color": "red", + "dash": "dash" + }, + "type": "line", + "x0": 18720, + "x1": 18720, + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" } ], "showlegend": false, @@ -5841,12 +4248,25 @@ } } }, + "width": 1400, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], + "matches": "x2", + "showticklabels": false, + "title": { + "text": "Run time (minutes)" + } + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], "title": { "text": "Run time (minutes)" } @@ -5854,9 +4274,19 @@ "yaxis": { "anchor": "x", "domain": [ - 0, + 0.575, 1 ], + "title": { + "text": "Cumulative mean nurse utilisation" + } + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0, + 0.425 + ], "title": { "text": "Running mean nurse wait time" } @@ -5869,7 +4299,8 @@ } ], "source": [ - "time_series_inspection(data_collection_period=1440*40, warm_up=1440*13)" + "time_series_inspection(file='choose_param_time_series_2.png',\n", + " data_collection_period=1440*40, warm_up=1440*13)" ] }, { @@ -5889,22 +4320,26 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ - "def confidence_interval_method(replications, metric, desired_precision,\n", - " min_rep=None):\n", + "def confidence_interval_method(file, replications, metric, desired_precision,\n", + " yaxis_title, min_rep=None):\n", " \"\"\"\n", " Use the confidence interval method to select the number of replications.\n", "\n", " Arguments:\n", + " file (str):\n", + " Filename to save figure to.\n", " replications (int):\n", " Number of times to run the model.\n", " metric (string):\n", " Name of performance metric to assess.\n", " desired_precision (float):\n", " Desired mean deviation from confidence interval.\n", + " yaxis_title (str):\n", + " Label for y axis.\n", " min_rep (int):\n", " A suggested minimum number of replications.\n", " \"\"\"\n", @@ -5955,16 +4390,21 @@ " y=['cumulative_mean', 'lower_ci', 'upper_ci'])\n", " fig.update_layout(\n", " xaxis_title='Number of replications',\n", - " yaxis_title=metric\n", + " yaxis_title=yaxis_title\n", " )\n", " if min_rep is not None:\n", " fig.add_vline(x=min_rep, line_color='red', line_dash='dash')\n", - " fig.show()" + "\n", + " # Show figure\n", + " fig.show()\n", + "\n", + " # Save figure\n", + " fig.write_image(os.path.join(output_dir, file))" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -7289,7 +5729,7 @@ 1 ], "title": { - "text": "mean_time_with_nurse" + "text": "Mean time with nurse" } } } @@ -7301,9 +5741,11 @@ ], "source": [ "confidence_interval_method(\n", + " file='choose_param_conf_int_1.png',\n", " replications=20,\n", " metric='mean_time_with_nurse',\n", " desired_precision=0.05,\n", + " yaxis_title='Mean time with nurse',\n", " min_rep=3\n", ")" ] @@ -7317,7 +5759,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -9152,7 +7594,7 @@ 1 ], "title": { - "text": "adj_mean_q_time_nurse" + "text": "Mean wait time for nurse" } } } @@ -9164,16 +7606,18 @@ ], "source": [ "confidence_interval_method(\n", + " file='choose_param_conf_int_2.png',\n", " replications=50,\n", " metric='mean_q_time_nurse',\n", " desired_precision=0.05,\n", + " yaxis_title='Mean wait time for nurse',\n", " min_rep=31\n", ")" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -10498,7 +8942,7 @@ 1 ], "title": { - "text": "adj_mean_nurse_utilisation" + "text": "Mean nurse utilisation" } } } @@ -10510,9 +8954,11 @@ ], "source": [ "confidence_interval_method(\n", + " file='choose_param_conf_int_3.png',\n", " replications=20,\n", " metric='mean_nurse_utilisation',\n", " desired_precision=0.05,\n", + " yaxis_title='Mean nurse utilisation',\n", " min_rep=3\n", ")" ] @@ -10526,7 +8972,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -10534,14 +8980,14 @@ "output_type": "stream", "text": [ " cores run_time\n", - "0 1 4.431\n", - "1 2 3.058\n", - "2 3 2.194\n", - "3 4 1.973\n", - "4 5 1.768\n", - "5 6 1.680\n", - "6 7 1.559\n", - "7 8 0.955\n" + "0 1 4.325\n", + "1 2 3.211\n", + "2 3 2.327\n", + "3 4 2.002\n", + "4 5 1.849\n", + "5 6 1.824\n", + "6 7 1.688\n", + "7 8 0.926\n" ] }, { @@ -10578,14 +9024,14 @@ ], "xaxis": "x", "y": [ - 4.431, - 3.058, - 2.194, - 1.973, - 1.768, - 1.68, - 1.559, - 0.955 + 4.325, + 3.211, + 2.327, + 2.002, + 1.849, + 1.824, + 1.688, + 0.926 ], "yaxis": "y" } @@ -11454,7 +9900,7 @@ " run_time = round((time.time() - start_time), 3)\n", " speed.append({'cores': i, 'run_time': run_time})\n", "\n", - "# Display and plot time by number of cores\n", + "# Plot time by number of cores\n", "timing_results = pd.DataFrame(speed)\n", "print(timing_results)\n", "fig = px.line(timing_results, x='cores', y='run_time')\n", @@ -11462,7 +9908,10 @@ " xaxis_title='Number of cores',\n", " yaxis_title='Run time (seconds)'\n", ")\n", - "fig.show()" + "\n", + "# Display and save figure\n", + "fig.show()\n", + "fig.write_image(os.path.join(output_dir, 'choose_param_cores.png'))" ] }, { @@ -11474,14 +9923,14 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 22s\n" + "Notebook run time: 0m 23s\n" ] } ], diff --git a/outputs/choose_param_conf_int_1.png b/outputs/choose_param_conf_int_1.png new file mode 100644 index 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2001 From: amyheather Date: Fri, 24 Jan 2025 10:48:38 +0000 Subject: [PATCH 03/25] style(notebooks): render non-interactive px figures for GitHub, and set cores .png dimensions --- notebooks/analysis.ipynb | 7298 +---------------------- notebooks/choosing_parameters.ipynb | 8341 +-------------------------- outputs/choose_param_cores.png | Bin 32188 -> 43078 bytes 3 files changed, 195 insertions(+), 15444 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index bdff29b..195aa1d 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -76,6 +76,7 @@ "import os\n", "import pandas as pd\n", "import plotly.express as px\n", + "import plotly.io as pio\n", "import time\n", "\n", "from simulation.logging import SimLogger\n", @@ -86,7 +87,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Start timer." + "Display plotly express figures as non-interactive figures. This means they will be visible when browsing the notebooks on GitHub. To switch these back to interactive figures, simply remove this line." ] }, { @@ -94,6 +95,22 @@ "execution_count": 5, "metadata": {}, "outputs": [], + "source": [ + "pio.renderers.default = 'svg'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Start timer." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], "source": [ "start_time = time.time()" ] @@ -107,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -130,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -162,7 +179,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -257,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -367,7 +384,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -477,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -573,7 +590,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -605,3645 +622,41 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "alignmentgroup": "True", - "bingroup": "x", - "hovertemplate": "arrivals=%{x}
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"execution_count": 25, + "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "2025-01-23 16:05:04,567 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-23 16:05:04,568 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-23 16:05:04,568 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", - "2025-01-23 16:05:04,568 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-23 16:05:04,569 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", - "2025-01-23 16:05:04,569 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-23 16:05:04,570 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", - "2025-01-23 16:05:04,570 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-23 16:05:04,571 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", - "2025-01-23 16:05:04,571 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-23 16:05:04,571 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", - "2025-01-23 16:05:04,572 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-23 16:05:04,572 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", - "2025-01-23 16:05:04,572 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", - "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", - "2025-01-23 16:05:04,573 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-23 16:05:04,574 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", - "2025-01-23 16:05:04,574 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-23 16:05:04,574 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", - "2025-01-23 16:05:04,575 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-23 16:05:04,575 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", - "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-23 16:05:04,576 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-23 16:05:04,577 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-23 16:05:04,578 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-23 16:05:04,579 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-23 16:05:04,580 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-23 16:05:04,581 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-23 16:05:04,582 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-23 16:05:04,583 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-23 16:05:04,584 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-23 16:05:04,585 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-24 10:43:47,332 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-24 10:43:47,334 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-24 10:43:47,335 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", + "2025-01-24 10:43:47,336 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-24 10:43:47,337 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", + "2025-01-24 10:43:47,340 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-24 10:43:47,342 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", + "2025-01-24 10:43:47,343 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-24 10:43:47,344 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", + "2025-01-24 10:43:47,345 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-24 10:43:47,345 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", + "2025-01-24 10:43:47,346 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-24 10:43:47,347 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", + "2025-01-24 10:43:47,349 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-24 10:43:47,350 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", + "2025-01-24 10:43:47,352 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-24 10:43:47,353 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", + "2025-01-24 10:43:47,354 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-24 10:43:47,356 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", + "2025-01-24 10:43:47,357 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-24 10:43:47,359 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", + "2025-01-24 10:43:47,360 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-24 10:43:47,361 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", + "2025-01-24 10:43:47,363 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-24 10:43:47,366 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-24 10:43:47,367 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-24 10:43:47,368 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-24 10:43:47,370 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-24 10:43:47,373 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-24 10:43:47,374 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-24 10:43:47,375 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-24 10:43:47,376 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-24 10:43:47,377 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-24 10:43:47,378 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-24 10:43:47,379 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-24 10:43:47,380 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-24 10:43:47,381 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-24 10:43:47,383 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-24 10:43:47,384 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-24 10:43:47,385 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-24 10:43:47,387 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-24 10:43:47,388 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-24 10:43:47,390 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-24 10:43:47,394 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-24 10:43:47,395 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-24 10:43:47,397 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-24 10:43:47,398 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-24 10:43:47,399 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-24 10:43:47,400 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-24 10:43:47,401 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-24 10:43:47,403 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-24 10:43:47,404 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-24 10:43:47,406 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-24 10:43:47,407 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-24 10:43:47,408 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-24 10:43:47,409 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-24 10:43:47,410 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-24 10:43:47,411 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-24 10:43:47,412 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-24 10:43:47,412 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-24 10:43:47,413 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-24 10:43:47,414 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-24 10:43:47,415 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-24 10:43:47,416 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -8481,7 +1441,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -8569,7 +1529,7 @@ " 'time_with_nurse': 6.348067933102151}]" ] }, - "execution_count": 26, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -8588,14 +1548,14 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 24s\n" + "Notebook run time: 0m 42s\n" ] } ], diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index 29ed6e0..3e088c4 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -85,6 +85,7 @@ "import os\n", "import pandas as pd\n", "import plotly.express as px\n", + "import plotly.io as pio\n", "import plotly.graph_objects as go\n", "import plotly.subplots as sp\n", "import time\n", @@ -95,7 +96,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Start timer." + "Display plotly express figures as non-interactive figures. This means they will be visible when browsing the notebooks on GitHub. To switch these back to interactive figures, simply remove this line." ] }, { @@ -103,6 +104,22 @@ "execution_count": 5, "metadata": {}, "outputs": [], + "source": [ + "pio.renderers.default = 'svg'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Start timer." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], "source": [ "notebook_start_time = time.time()" ] @@ -116,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -138,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -244,1133 +261,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "line": { - "color": "royalblue" - }, - 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"linecolor": "white", - "ticks": "", - "title": { - "standoff": 15 - }, - "zerolinecolor": "white", - "zerolinewidth": 2 - } - } - }, - "xaxis": { - "anchor": "y", - "domain": [ - 0, - 1 - ], - "title": { - "text": "Number of cores" - } - }, - "yaxis": { - "anchor": "x", - "domain": [ - 0, - 1 - ], - "title": { - "text": "Run time (seconds)" - } - } - } - } + "image/svg+xml": [ + "123456782345678Number of coresRun time (seconds)" + ] }, "metadata": {}, "output_type": "display_data" @@ -9890,6 +1679,7 @@ "# Run with 1 to 8 cores\n", "speed = []\n", "for i in range(1, 9):\n", + " print(f'Running with cores: {i}.')\n", " start_time = time.time()\n", "\n", " param = Defaults()\n", @@ -9911,7 +1701,8 @@ "\n", "# Display and save figure\n", "fig.show()\n", - "fig.write_image(os.path.join(output_dir, 'choose_param_cores.png'))" + "fig.write_image(os.path.join(output_dir, 'choose_param_cores.png'),\n", + " width=800, height=600)" ] }, { @@ -9923,14 +1714,14 @@ }, { "cell_type": "code", - 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Jan 2025 10:55:57 +0000 Subject: [PATCH 04/25] style(spelling): correct license to licence (where not referring to a LICENSE file) --- notebooks/analysis.ipynb | 2 +- notebooks/choosing_parameters.ipynb | 8 ++++---- simulation/logging.py | 2 +- tests/test_backtest.py | 2 +- tests/test_unittest_logger.py | 2 +- tests/test_unittest_model.py | 2 +- 6 files changed, 9 insertions(+), 9 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index 195aa1d..dea9f71 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -16,7 +16,7 @@ "\n", "Credit:\n", "\n", - "* Analysis of the spread of replication results was adapted from Tom Monks (2024) HPDM097 - Making a difference with health data (https://github.com/health-data-science-OR/stochastic_systems) (MIT License)." + "* Analysis of the spread of replication results was adapted from Tom Monks (2024) HPDM097 - Making a difference with health data (https://github.com/health-data-science-OR/stochastic_systems) (MIT Licence)." ] }, { diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index 3e088c4..83aeda5 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -17,13 +17,13 @@ "\n", "Credit:\n", "\n", - "* Code for choice of warm-up period, replication number and distributions was adapted from Tom Monks (2024) [HPDM097 - Making a difference with health data](https://github.com/health-data-science-OR/stochastic_systems) (MIT License).\n", + "* Code for choice of warm-up period, replication number and distributions was adapted from Tom Monks (2024) [HPDM097 - Making a difference with health data](https://github.com/health-data-science-OR/stochastic_systems) (MIT Licence).\n", "* Code for running the model with a varying number of CPU cores was adapted from Sammi Rosser and Dan Chalk (2024) [HSMA - the\n", - " little book of DES](https://github.com/hsma-programme/hsma6_des_book) (MIT License).\n", + " little book of DES](https://github.com/hsma-programme/hsma6_des_book) (MIT Licence).\n", "\n", - "License:\n", + "Licence:\n", "\n", - "* This project is licensed under the MIT License. See the `LICENSE` file for more details." + "* This project is licensed under the MIT Licence. See the `LICENSE` file for more details." ] }, { diff --git a/simulation/logging.py b/simulation/logging.py index e7744aa..1549a91 100644 --- a/simulation/logging.py +++ b/simulation/logging.py @@ -7,7 +7,7 @@ > This code is adapted from NHS Digital (2024) RAP repository template (https://github.com/NHSDigital/rap-package-template) (MIT Licence). -License: +Licence: This project is licensed under the MIT Licence. See the LICENSE file for more details. diff --git a/tests/test_backtest.py b/tests/test_backtest.py index 3bcdf4b..87fabce 100644 --- a/tests/test_backtest.py +++ b/tests/test_backtest.py @@ -2,7 +2,7 @@ These check that the model code produces results consistent with prior code. -License: +Licence: This project is licensed under the MIT Licence. See the LICENSE file for more details. diff --git a/tests/test_unittest_logger.py b/tests/test_unittest_logger.py index 98c70cf..25475f6 100644 --- a/tests/test_unittest_logger.py +++ b/tests/test_unittest_logger.py @@ -3,7 +3,7 @@ These check specific parts of the simulation and code, ensuring they work correctly and as expected. -License: +Licence: This project is licensed under the MIT Licence. See the LICENSE file for more details. diff --git a/tests/test_unittest_model.py b/tests/test_unittest_model.py index 733c1ee..ea71c84 100644 --- a/tests/test_unittest_model.py +++ b/tests/test_unittest_model.py @@ -3,7 +3,7 @@ These check specific parts of the simulation and code, ensuring they work correctly and as expected. -License: +Licence: This project is licensed under the MIT Licence. See the LICENSE file for more details. From 4230a5e9148590b1183fa555d25c8c1b342f78bb Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 09:56:56 +0000 Subject: [PATCH 05/25] refactor(class): renamed Trial to Runner, run_trial() to run_reps(), trial to experiment, trial_results_df to run_results_df, etc. --- README.md | 8 +- docs/hsma_changes.md | 8 +- images/model_structure.drawio | 88 ++++---- images/model_structure.png | Bin 660076 -> 668262 bytes notebooks/analysis.ipynb | 188 +++++++++--------- notebooks/choosing_parameters.ipynb | 57 +++--- notebooks/generate_exp_results.ipynb | 28 +-- outputs/choose_param_cores.png | Bin 43078 -> 44068 bytes .../{example_trial.csv => example_run.csv} | 0 simulation/model.py | 58 +++--- tests/exp_results/{trial.csv => run.csv} | 0 tests/test_backtest.py | 22 +- tests/test_unittest_model.py | 71 +++---- 13 files changed, 268 insertions(+), 260 deletions(-) rename outputs/{example_trial.csv => example_run.csv} (100%) rename tests/exp_results/{trial.csv => run.csv} (100%) diff --git a/README.md b/README.md index 58523a3..8eccbf4 100644 --- a/README.md +++ b/README.md @@ -184,10 +184,12 @@ This section describes the purposes of each class in the simulation. * `generate_patient_arrivals()` to handle patient creation, then sending them on to `attend_clinic()`. * `interval_audit()` to record utilisation and wait times at specified intervals during the simulation. -**Trial Class Usage:** +**Runner Class Usage:** -* **Single Run:** Use `trial.run_single()` to execute a single model run. -* **Multiple Runs:** Use `trial.run_trial()` to perform multiple replications of the model. +Having set up `experiment = Runner()`... + +* **Single Run:** Use `experiment.run_single()` to execute a single model run. +* **Multiple Runs:** Use `experiment.run_reps()` to perform multiple replications of the model.
diff --git a/docs/hsma_changes.md b/docs/hsma_changes.md index 26eb513..7508b8b 100644 --- a/docs/hsma_changes.md +++ b/docs/hsma_changes.md @@ -132,9 +132,9 @@ param.patient_inter = 10 model = Model(param) ``` -## Saving trial results +## Saving replication results -To save trial-level results in the HSMA models, an empty dataframe is initialised during the __init__ method of the `Trial` class. +To save results from each run in the HSMA models, an empty dataframe is initialised during the __init__ method of the `Trial` class (equivalent to the `Runner` class in this template). ``` self.df_trial_results = pd.DataFrame() @@ -164,7 +164,7 @@ In the template, results are instead saved as a dictionary into a list as the ru Also, some of the calculations have been performed directly during the `run_single()` method, instead of from a seperate method `calculate_run_results()`. This is to help simplify the code, as it makes clear how each metric was calculated in one place, rather than needing to refer elsewhere. ``` -trial_results = { +run_results = { 'run_number': run, 'scenario': self.param.scenario_name, 'arrivals': len(patient_results), @@ -176,7 +176,7 @@ trial_results = { ... -self.trial_results_df = pd.DataFrame(trial_results_list) +self.run_results_df = pd.DataFrame(run_results_list) ``` ## Extra features diff --git a/images/model_structure.drawio b/images/model_structure.drawio index 204927a..56c405b 100644 --- a/images/model_structure.drawio +++ b/images/model_structure.drawio @@ -1,6 +1,6 @@ - + - + @@ -13,46 +13,46 @@ - + - + - + - + - + - - + + - + - + - + @@ -60,7 +60,7 @@ - + @@ -77,19 +77,19 @@ - + - + - + - + @@ -99,35 +99,35 @@ - + - + - + - + - + - + - + - + - - + + @@ -141,10 +141,10 @@ - + - + @@ -153,19 +153,19 @@ - + - + - + - + @@ -180,7 +180,7 @@ - + @@ -190,10 +190,10 @@ - + - + @@ -203,7 +203,7 @@ - + @@ -213,21 +213,21 @@ - + - + - + - + @@ -241,13 +241,13 @@ - + - + - + diff --git a/images/model_structure.png b/images/model_structure.png index b8b399dcfcef872800bfb4831ec5ddac43dde4d2..556a0563df0a7e058128c58337fa572ab5c61132 100644 GIT binary patch literal 668262 zcmeEP2|QG5|7W5sB^9Ztv`F^sAsYLZl6}jPbu5FKu}7wo_EeT+zgb6?gzThEDoWXt z7P5tk$d>M{5cWVfm?796~$n zoUu3#VFeB$Aqy85ek+uPEyltL%a69kfserV7Pi)C(g7OI-Y7>$3l1SAQT`p^tL+AY zf*itf;ME=!+RYRE_1r0DCMLoKUdg(+I9lslA5=$yag;=b#rcKBpi|UUbTsyG2+4!j zjwlCf@JHF&(!m)zMcxkM>;yhh5)>BX-vRv}e5h?eOwTbJX32vEB zaO!lF)zoKRXdQKJA$Kz!BX>b@tcSd&I!b%)Xz-X$p2`>t7ds7SD{DtEu$AZ35JEy? zq(QB`raqAn6rH+?Ee5_0=?LfpZIm}@LW0DJ3+=FVLs?m4r_LoEh;w#!#Gzbfe`x89 zMq68wgho2h0)uh(n0=Uyvm@#5NXNK<8=o~g^nv!wl9C;!kFvtqO&z;aNPOxpprci+ zQMPvQl?BB}VsWy74<_9S*3QDp*<DR1ovEjGN4 zr0W2^`SEk7Zxb`E`G00OARnBAs{&eGWv?9C%M0aY;Vr=@L0TDi3r9E7nolhv7Uu

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z#swCI#x_;(4Y@%>(ux4~A!qAvy4m^^s~?0PfZlC1+9Dwk7_4@dfiE&mY7rXzjlr(Zty%g28C*!T0gU)b^;0Qt^Ozp&*Ow*11DU)b_* fYZL#UF?CtG-di39*3V!52L2S}R4*1>FuC(zwe4@0 diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index dea9f71..fe46bb2 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -80,7 +80,7 @@ "import time\n", "\n", "from simulation.logging import SimLogger\n", - "from simulation.model import Defaults, Model, Trial, summary_stats" + "from simulation.model import Defaults, Model, Runner, summary_stats" ] }, { @@ -152,8 +152,8 @@ "outputs": [], "source": [ "param = Defaults()\n", - "trial = Trial(param)\n", - "trial.run_trial()" + "experiment = Runner(param)\n", + "experiment.run_reps()" ] }, { @@ -166,7 +166,7 @@ "\n", "```\n", "# Save file\n", - "trial.patient_results_df.to_csv(\n", + "experiment.patient_results_df.to_csv(\n", " os.path.join(output_dir, 'example_patient.csv.gz'),\n", " index=False, compression='gzip')\n", "\n", @@ -269,7 +269,7 @@ } ], "source": [ - "display(trial.patient_results_df.head())" + "display(experiment.patient_results_df.head())" ] }, { @@ -377,9 +377,9 @@ } ], "source": [ - "display(trial.trial_results_df.head())\n", - "trial.trial_results_df.to_csv(\n", - " os.path.join(output_dir, 'example_trial.csv'), index=False)" + "display(experiment.run_results_df.head())\n", + "experiment.run_results_df.to_csv(\n", + " os.path.join(output_dir, 'example_run.csv'), index=False)" ] }, { @@ -487,8 +487,8 @@ } ], "source": [ - "display(trial.interval_audit_df.head())\n", - "trial.interval_audit_df.to_csv(\n", + "display(experiment.interval_audit_df.head())\n", + "experiment.interval_audit_df.to_csv(\n", " os.path.join(output_dir, 'example_interval_audit.csv'), index=False)" ] }, @@ -576,8 +576,8 @@ } ], "source": [ - "display(trial.overall_results_df.head())\n", - "trial.overall_results_df.to_csv(\n", + "display(experiment.overall_results_df.head())\n", + "experiment.overall_results_df.to_csv(\n", " os.path.join(output_dir, 'example_overall.csv'), index=False)" ] }, @@ -607,7 +607,7 @@ " file (str):\n", " Filename to save figure to.\n", " \"\"\"\n", - " fig = px.histogram(trial.trial_results_df, x=column)\n", + " fig = px.histogram(experiment.run_results_df, x=column)\n", " fig.update_layout(\n", " xaxis_title=x_label,\n", " yaxis_title='Frequency'\n", @@ -628,7 +628,7 @@ { "data": { "image/svg+xml": [ - "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" + "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" ] }, "metadata": {}, @@ -637,7 +637,7 @@ { "data": { "image/svg+xml": [ - "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" + "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" ] }, "metadata": {}, @@ -646,7 +646,7 @@ { "data": { "image/svg+xml": [ - "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" + "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" ] }, "metadata": {}, @@ -655,7 +655,7 @@ { "data": { "image/svg+xml": [ - "0.480.490.50.51012345678Mean nurse utilisationFrequency" + "0.480.490.50.51012345678Mean nurse utilisationFrequency" ] }, "metadata": {}, @@ -725,13 +725,13 @@ " for key in scenario_to_run:\n", " setattr(param, key, scenario_to_run[key])\n", "\n", - " # Run trial and keep trial-level results, adding the scenario values to\n", - " # the results dataframe\n", - " scenario_trial = Trial(param)\n", - " scenario_trial.run_trial()\n", + " # Perform replications and keep results from each run, adding the\n", + " # scenario values to the results dataframe\n", + " scenario_exp = Runner(param)\n", + " scenario_exp.run_reps()\n", " for key in scenario_to_run:\n", - " scenario_trial.trial_results_df[key] = scenario_to_run[key]\n", - " results.append(scenario_trial.trial_results_df)\n", + " scenario_exp.run_results_df[key] = scenario_to_run[key]\n", + " results.append(scenario_exp.run_results_df)\n", " return pd.concat(results)" ] }, @@ -983,7 +983,7 @@ { "data": { "image/svg+xml": [ - "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" + "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1020,7 +1020,7 @@ { "data": { "image/svg+xml": [ - "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" + "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" ] }, "metadata": {}, @@ -1148,7 +1148,7 @@ { "data": { "image/svg+xml": [ - "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" + "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1325,9 +1325,9 @@ "source": [ "param = Defaults()\n", "param.patient_inter = 2\n", - "trial = Trial(param)\n", - "trial.run_trial()\n", - "trial.patient_results_df.tail()" + "nan_experiment = Runner(param)\n", + "nan_experiment.run_reps()\n", + "nan_experiment.patient_results_df.tail()" ] }, { @@ -1352,70 +1352,70 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-01-24 10:43:47,332 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-24 10:43:47,334 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-24 10:43:47,335 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", - "2025-01-24 10:43:47,336 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-24 10:43:47,337 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", - "2025-01-24 10:43:47,340 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-24 10:43:47,342 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", - "2025-01-24 10:43:47,343 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-24 10:43:47,344 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", - "2025-01-24 10:43:47,345 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-24 10:43:47,345 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", - "2025-01-24 10:43:47,346 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-24 10:43:47,347 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", - "2025-01-24 10:43:47,349 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-24 10:43:47,350 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", - "2025-01-24 10:43:47,352 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-24 10:43:47,353 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", - "2025-01-24 10:43:47,354 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-24 10:43:47,356 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", - "2025-01-24 10:43:47,357 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-24 10:43:47,359 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", - "2025-01-24 10:43:47,360 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-24 10:43:47,361 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", - "2025-01-24 10:43:47,363 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-24 10:43:47,366 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-24 10:43:47,367 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-24 10:43:47,368 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-24 10:43:47,370 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-24 10:43:47,373 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-24 10:43:47,374 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-24 10:43:47,375 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-24 10:43:47,376 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-24 10:43:47,377 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-24 10:43:47,378 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-24 10:43:47,379 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-24 10:43:47,380 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-24 10:43:47,381 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-24 10:43:47,383 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-24 10:43:47,384 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-24 10:43:47,385 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-24 10:43:47,387 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-24 10:43:47,388 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-24 10:43:47,390 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-24 10:43:47,394 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-24 10:43:47,395 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-24 10:43:47,397 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-24 10:43:47,398 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-24 10:43:47,399 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-24 10:43:47,400 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-24 10:43:47,401 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-24 10:43:47,403 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-24 10:43:47,404 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-24 10:43:47,406 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-24 10:43:47,407 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-24 10:43:47,408 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-24 10:43:47,409 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-24 10:43:47,410 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-24 10:43:47,411 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-24 10:43:47,412 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-24 10:43:47,412 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-24 10:43:47,413 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-24 10:43:47,414 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-24 10:43:47,415 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-24 10:43:47,416 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-28 09:53:47,872 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-28 09:53:47,872 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-28 09:53:47,873 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", + "2025-01-28 09:53:47,873 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-28 09:53:47,873 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", + "2025-01-28 09:53:47,874 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-28 09:53:47,874 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", + "2025-01-28 09:53:47,874 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-28 09:53:47,875 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", + "2025-01-28 09:53:47,875 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-28 09:53:47,875 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", + "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", + "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", + "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", + "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", + "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", + "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", + "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-28 09:53:47,887 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-28 09:53:47,887 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-28 09:53:47,887 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -1555,7 +1555,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 42s\n" + "Notebook run time: 0m 25s\n" ] } ], diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index 83aeda5..b06c5eb 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -11,13 +11,14 @@ "* Length of warm-up period\n", "* Number of replications\n", "* Number of CPU cores\n", - "* Sampling distributions\n", "\n", "The run time is provided at the end of the notebook.\n", "\n", + "\n", + "\n", "Credit:\n", "\n", - "* Code for choice of warm-up period, replication number and distributions was adapted from Tom Monks (2024) [HPDM097 - Making a difference with health data](https://github.com/health-data-science-OR/stochastic_systems) (MIT Licence).\n", + "* Code for choice of warm-up period and replication number was adapted from Tom Monks (2024) [HPDM097 - Making a difference with health data](https://github.com/health-data-science-OR/stochastic_systems) (MIT Licence).\n", "* Code for running the model with a varying number of CPU cores was adapted from Sammi Rosser and Dan Chalk (2024) [HSMA - the\n", " little book of DES](https://github.com/hsma-programme/hsma6_des_book) (MIT Licence).\n", "\n", @@ -79,7 +80,7 @@ "metadata": {}, "outputs": [], "source": [ - "from simulation.model import Defaults, Trial, summary_stats\n", + "from simulation.model import Defaults, Runner, summary_stats\n", "\n", "from IPython.display import display\n", "import os\n", @@ -181,8 +182,8 @@ " # display(param.__dict__)\n", "\n", " # Run model\n", - " choose_warmup = Trial(param)\n", - " choose_warmup.run_trial()\n", + " choose_warmup = Runner(param)\n", + " choose_warmup.run_reps()\n", "\n", " # Filter to nurse results\n", " nurse = choose_warmup.interval_audit_df[\n", @@ -267,7 +268,7 @@ { "data": { "image/svg+xml": [ - "00.10.20.30.40500100015002000250030003500400000.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" + "00.10.20.30.40500100015002000250030003500400000.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" ] }, "metadata": {}, @@ -294,7 +295,7 @@ { "data": { "image/svg+xml": [ - "00.10.20.30.40.5010k20k30k40k50k00.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" + "00.10.20.30.40.5010k20k30k40k50k00.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" ] }, "metadata": {}, @@ -348,13 +349,13 @@ " \"\"\"\n", " param = Defaults()\n", " param.number_of_runs = replications\n", - " choose_rep = Trial(param)\n", - " choose_rep.run_trial()\n", + " choose_rep = Runner(param)\n", + " choose_rep.run_reps()\n", "\n", " # If mean of metric is less than 1, multiply by 100\n", - " if choose_rep.trial_results_df[metric].mean() < 1:\n", - " choose_rep.trial_results_df[f'adj_{metric}'] = (\n", - " choose_rep.trial_results_df[metric]*100)\n", + " if choose_rep.run_results_df[metric].mean() < 1:\n", + " choose_rep.run_results_df[f'adj_{metric}'] = (\n", + " choose_rep.run_results_df[metric]*100)\n", " metric = f'adj_{metric}'\n", "\n", " # Initialise list to store the results\n", @@ -364,7 +365,7 @@ " # then perform calculations\n", " for i in range(1, replications+1):\n", " mean, std_dev, ci_lower, ci_upper = summary_stats(\n", - " choose_rep.trial_results_df[metric].iloc[:i])\n", + " choose_rep.run_results_df[metric].iloc[:i])\n", " deviation = ((ci_upper-mean)/mean)*100\n", " cumulative_list.append({\n", " 'replications': i,\n", @@ -683,7 +684,7 @@ { "data": { "image/svg+xml": [ - "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" + "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" ] }, "metadata": {}, @@ -1316,7 +1317,7 @@ { "data": { "image/svg+xml": [ - "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" + "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" ] }, "metadata": {}, @@ -1612,7 +1613,7 @@ { "data": { "image/svg+xml": [ - "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" + "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" ] }, "metadata": {}, @@ -1655,20 +1656,20 @@ "Running with cores: 7.\n", "Running with cores: 8.\n", " cores run_time\n", - "0 1 8.342\n", - "1 2 6.054\n", - "2 3 4.293\n", - "3 4 3.676\n", - "4 5 3.366\n", - "5 6 3.250\n", - "6 7 3.079\n", - "7 8 1.776\n" + "0 1 4.493\n", + "1 2 3.474\n", + "2 3 2.446\n", + "3 4 2.198\n", + "4 5 1.992\n", + "5 6 1.932\n", + "6 7 1.852\n", + "7 8 1.051\n" ] }, { "data": { "image/svg+xml": [ - "123456782345678Number of coresRun time (seconds)" + "1234567811.522.533.544.5Number of coresRun time (seconds)" ] }, "metadata": {}, @@ -1684,8 +1685,8 @@ "\n", " param = Defaults()\n", " param.cores = i\n", - " my_trial = Trial(param)\n", - " my_trial.run_trial()\n", + " experiment = Runner(param)\n", + " experiment.run_reps()\n", "\n", " run_time = round((time.time() - start_time), 3)\n", " speed.append({'cores': i, 'run_time': run_time})\n", @@ -1721,7 +1722,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 44s\n" + "Notebook run time: 0m 25s\n" ] } ], diff --git a/notebooks/generate_exp_results.ipynb b/notebooks/generate_exp_results.ipynb index 1cf2832..fbc76d5 100644 --- a/notebooks/generate_exp_results.ipynb +++ b/notebooks/generate_exp_results.ipynb @@ -67,7 +67,7 @@ "outputs": [], "source": [ "# Import required packages\n", - "from simulation.model import Defaults, Trial\n", + "from simulation.model import Defaults, Runner\n", "import os\n", "import time" ] @@ -131,9 +131,9 @@ "param.scenario_name = 0\n", "param.cores = 1\n", "\n", - "# Run the trial\n", - "trial = Trial(param)\n", - "trial.run_trial()" + "# Run the replications\n", + "experiment = Runner(param)\n", + "experiment.run_reps()" ] }, { @@ -286,8 +286,8 @@ ], "source": [ "# Patient-level results\n", - "display(trial.patient_results_df)\n", - "trial.patient_results_df.to_csv(\n", + "display(experiment.patient_results_df)\n", + "experiment.patient_results_df.to_csv(\n", " os.path.join(tests, 'patient.csv'), index=False)" ] }, @@ -396,10 +396,10 @@ } ], "source": [ - "# Trial-level results\n", - "display(trial.trial_results_df)\n", - "trial.trial_results_df.to_csv(\n", - " os.path.join(tests, 'trial.csv'), index=False)" + "# Run results\n", + "display(experiment.run_results_df)\n", + "experiment.run_results_df.to_csv(\n", + " os.path.join(tests, 'run.csv'), index=False)" ] }, { @@ -577,8 +577,8 @@ ], "source": [ "# Interval audit results\n", - "display(trial.interval_audit_df)\n", - "trial.interval_audit_df.to_csv(\n", + "display(experiment.interval_audit_df)\n", + "experiment.interval_audit_df.to_csv(\n", " os.path.join(tests, 'interval.csv'), index=False)" ] }, @@ -667,8 +667,8 @@ ], "source": [ "# Overall results\n", - "display(trial.overall_results_df)\n", - "trial.overall_results_df.to_csv(\n", + "display(experiment.overall_results_df)\n", + "experiment.overall_results_df.to_csv(\n", " os.path.join(tests, 'overall.csv'), index=True)" ] }, diff --git a/outputs/choose_param_cores.png b/outputs/choose_param_cores.png index 26082c4a93342fc439ed4bb34591cc4a25d4d9bc..4640851053a2ec97e6c43ef44888dede84313580 100644 GIT binary patch literal 44068 zcmeFZby!sE_de_l4Ba3hAS0omh=h~~jM4%EDlOg8(o!QJjFO@P5+YzrgCL!PN~?59 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Typical usage example: - trial = Trial(param=Defaults()) - trial.run_trial() - print(trial.trial_results_df) + experiment = Runner(param=Defaults()) + experiment.run_reps() + print(experiment.run_results_df) """ from joblib import Parallel, delayed -from simulation.logging import SimLogger import numpy as np import pandas as pd import scipy.stats as st import simpy +from simulation.logging import SimLogger -class Defaults(): +class Defaults: """ Default parameters for simulation. @@ -433,25 +433,28 @@ def run(self): self.results_list = [x.__dict__ for x in self.patients] -class Trial: +class Runner: """ - Manages multiple simulation runs. + Run the simulation. + + Manages simulation runs, either running the model once or multiple times + (replications). Attributes: param (Defaults): Simulation parameters. patient_results_df (pandas.DataFrame): Dataframe to store patient-level results. - trial_results_df (pandas.DataFrame): - Dataframe to store trial-level results. + run_results_df (pandas.DataFrame): + Dataframe to store results from each run. interval_audit_df (pandas.DataFrame): Dataframe to store interval audit results. overall_results_df (pandas.DataFrame): - Dataframe to store average results from runs of the trial. + Dataframe to store average results from across the runs. """ def __init__(self, param): ''' - Initialise a new instance of the trial class. + Initialise a new instance of the Runner class. Arguments: param (Defaults): @@ -461,7 +464,7 @@ def __init__(self, param): self.param = param # Initialise empty dataframes to store results self.patient_results_df = pd.DataFrame() - self.trial_results_df = pd.DataFrame() + self.run_results_df = pd.DataFrame() self.interval_audit_df = pd.DataFrame() self.overall_results_df = pd.DataFrame() @@ -475,8 +478,8 @@ def run_single(self, run): Returns: dict: - A dictionary containing the patient-level results, trial-level - results, and interval audit results. + A dictionary containing the patient-level results, results + from each run, and interval audit results. """ # Run model model = Model(param=self.param, run_number=run) @@ -486,8 +489,8 @@ def run_single(self, run): patient_results = pd.DataFrame(model.results_list) patient_results['run'] = run - # Create dictionary recording the trial-level results - trial_results = { + # Create dictionary recording the run results + run_results = { 'run_number': run, 'scenario': self.param.scenario_name, 'arrivals': len(patient_results), @@ -504,16 +507,15 @@ def run_single(self, run): return { 'patient': patient_results, - 'trial': trial_results, + 'run': run_results, 'interval_audit': interval_audit_df } - def run_trial(self): + def run_reps(self): """ Execute a single model configuration for multiple runs/replications. - This is known as a trial, experiment, batch or scenario. These can be - run sequentially or in parallel. + These can be run sequentially or in parallel. """ # Sequential execution if self.param.cores == 1: @@ -528,28 +530,28 @@ def run_trial(self): # Seperate results from each run into appropriate lists patient_results_list = [ result['patient'] for result in all_results] - trial_results_list = [ - result['trial'] for result in all_results] + run_results_list = [ + result['run'] for result in all_results] interval_audit_list = [ result['interval_audit'] for result in all_results] # Convert lists into dataframes self.patient_results_df = pd.concat(patient_results_list, ignore_index=True) - self.trial_results_df = pd.DataFrame(trial_results_list) + self.run_results_df = pd.DataFrame(run_results_list) self.interval_audit_df = pd.concat(interval_audit_list, ignore_index=True) - # Calculate average results and uncertainty from across all trials + # Calculate average results and uncertainty from across all runs uncertainty_metrics = {} - trial_col = self.trial_results_df.columns + run_col = self.run_results_df.columns - # Loop through the trial-level performance measure columns + # Loop through the run performance measure columns # Calculate mean, standard deviation and 95% confidence interval - for col in trial_col[~trial_col.isin(['run_number', 'scenario'])]: + for col in run_col[~run_col.isin(['run_number', 'scenario'])]: uncertainty_metrics[col] = dict(zip( ['mean', 'std_dev', 'lower_95_ci', 'upper_95_ci'], - summary_stats(self.trial_results_df[col]) + summary_stats(self.run_results_df[col]) )) # Convert to dataframe self.overall_results_df = pd.DataFrame(uncertainty_metrics) diff --git a/tests/exp_results/trial.csv b/tests/exp_results/run.csv similarity index 100% rename from tests/exp_results/trial.csv rename to tests/exp_results/run.csv diff --git a/tests/test_backtest.py b/tests/test_backtest.py index 87fabce..bb81806 100644 --- a/tests/test_backtest.py +++ b/tests/test_backtest.py @@ -12,7 +12,7 @@ """ -from simulation.model import Defaults, Trial +from simulation.model import Defaults, Runner import pandas as pd from pathlib import Path @@ -34,26 +34,26 @@ def test_reproduction(): param.scenario_name = 0 param.cores = 1 - # Run the trial - trial = Trial(param) - trial.run_trial() + # Run the replications + experiment = Runner(param) + experiment.run_reps() # Compare patient-level results exp_patient = pd.read_csv( Path(__file__).parent.joinpath('exp_results/patient.csv')) - pd.testing.assert_frame_equal(trial.patient_results_df, exp_patient) + pd.testing.assert_frame_equal(experiment.patient_results_df, exp_patient) - # Compare trial-level results - exp_trial = pd.read_csv( - Path(__file__).parent.joinpath('exp_results/trial.csv')) - pd.testing.assert_frame_equal(trial.trial_results_df, exp_trial) + # Compare run results + exp_run = pd.read_csv( + Path(__file__).parent.joinpath('exp_results/run.csv')) + pd.testing.assert_frame_equal(experiment.run_results_df, exp_run) # Compare interval audit results exp_interval = pd.read_csv( Path(__file__).parent.joinpath('exp_results/interval.csv')) - pd.testing.assert_frame_equal(trial.interval_audit_df, exp_interval) + pd.testing.assert_frame_equal(experiment.interval_audit_df, exp_interval) # Compare overall results exp_overall = pd.read_csv( Path(__file__).parent.joinpath('exp_results/overall.csv'), index_col=0) - pd.testing.assert_frame_equal(trial.overall_results_df, exp_overall) + pd.testing.assert_frame_equal(experiment.overall_results_df, exp_overall) diff --git a/tests/test_unittest_model.py b/tests/test_unittest_model.py index ea71c84..25bb621 100644 --- a/tests/test_unittest_model.py +++ b/tests/test_unittest_model.py @@ -12,7 +12,7 @@ pytest """ -from simulation.model import Defaults, Exponential, Model, Trial +from simulation.model import Defaults, Exponential, Model, Runner import numpy as np import pandas as pd import pytest @@ -101,18 +101,18 @@ def test_high_demand(): param = Defaults() param.number_of_nurses = 1 param.patient_inter = 0.1 - trial = Trial(param) - results = trial.run_single(run=0) + experiment = Runner(param) + results = experiment.run_single(run=0) # Check that the utilisation as calculated from total_nurse_time_used # does not exceed 1 or drop below 0 - util = results['trial']['mean_nurse_utilisation'] + util = results['run']['mean_nurse_utilisation'] assert util <= 1, ( - 'The trial `mean_nurse_utilisation` should not exceed 1, but ' + + 'The run `mean_nurse_utilisation` should not exceed 1, but ' + f'found utilisation of {util}.' ) assert util >= 0, ( - 'The trial `mean_nurse_utilisation` should not drop below 0, but ' + + 'The run `mean_nurse_utilisation` should not drop below 0, but ' + f'found utilisation of {util}.' ) @@ -186,8 +186,8 @@ def helper_warmup(warm_up_period): param.patient_inter = 1 param.warm_up_period = warm_up_period param.data_collection_period = 1500 - trial = Trial(param) - return trial.run_single(run=0) + experiment = Runner(param) + return experiment.run_single(run=0) # Run model with and without warm-up period results_warmup = helper_warmup(warm_up_period=500) @@ -221,19 +221,22 @@ def helper_warmup(warm_up_period): def test_arrivals(): """ - Check that trial-level count of arrivals is consistent with the number of + Check that count of arrivals in each run is consistent with the number of patients recorded in the patient-level results. """ - trial = Trial(Defaults()) - trial.run_trial() + experiment = Runner(Defaults()) + experiment.run_reps() - # Get count of patients from patient-level and trial-level results - patient_n = trial.patient_results_df.groupby('run')['patient_id'].count() - trial_n = trial.trial_results_df['arrivals'] + # Get count of patients from patient-level and run results + patient_n = (experiment + .patient_results_df + .groupby('run')['patient_id'] + .count()) + run_n = experiment.run_results_df['arrivals'] # Compare the counts from each run - assert all(patient_n == trial_n), ( - 'The number of arrivals in the trial-level results should be ' + + assert all(patient_n == run_n), ( + 'The number of arrivals in the results from each run should be ' + 'consistent with the number of patients in the patient-level results.' ) @@ -283,9 +286,9 @@ def helper_param(param_name, value): # Modify chosen parameter for the test setattr(param, param_name, value) - # Run the trial and return the mean queue time for nurses - trial = Trial(param) - return trial.run_single(run=0)['trial'] + # Run replications and return the mean queue time for nurses + experiment = Runner(param) + return experiment.run_single(run=0)['run'] # Run model with initial and adjusted values initial_results = helper_param(param_name, initial_value) @@ -321,14 +324,14 @@ def test_arrivals_decrease(param_name, initial_value, adjusted_value): # Run model with initial value param = Defaults() setattr(param, param_name, initial_value) - trial = Trial(param) - initial_arrivals = trial.run_single(run=0)['trial']['arrivals'] + experiment = Runner(param) + initial_arrivals = experiment.run_single(run=0)['run']['arrivals'] # Run model with adjusted value param = Defaults() setattr(param, param_name, adjusted_value) - trial = Trial(param) - adjusted_arrivals = trial.run_single(run=0)['trial']['arrivals'] + experiment = Runner(param) + adjusted_arrivals = experiment.run_single(run=0)['run']['arrivals'] # Check that arrivals from adjusted model are less assert initial_arrivals > adjusted_arrivals, ( @@ -342,11 +345,11 @@ def test_seed_stability(): """ Check that two runs using the same random seed return the same results. """ - # Run trial twice, with same run number (and therefore same seed) each time - trial1 = Trial(param=Defaults()) - result1 = trial1.run_single(run=33) - trial2 = Trial(param=Defaults()) - result2 = trial2.run_single(run=33) + # Run model twice, with same run number (and therefore same seed) each time + experiment1 = Runner(param=Defaults()) + result1 = experiment1.run_single(run=33) + experiment2 = Runner(param=Defaults()) + result2 = experiment2.run_single(run=33) # Check that dataframes with patient-level results are equal pd.testing.assert_frame_equal(result1['patient'], result2['patient']) @@ -356,10 +359,10 @@ def test_interval_audit_time(): """ Check that length of interval audit is less than the length of simulation. """ - # Run single trial with default parameters and get max time from audit + # Run model once with default parameters and get max time from audit param = Defaults() - trial = Trial(param) - results = trial.run_single(run=0) + experiment = Runner(param) + results = experiment.run_single(run=0) max_time = max(results['interval_audit']['simulation_time']) # Check that max time in audit is less than simulation length @@ -417,12 +420,12 @@ def test_parallel(): for mode, cores in [('seq', 1), ('par', -1)]: param = Defaults() param.cores = cores - trial = Trial(param) - results[mode] = trial.run_single(run=0) + experiment = Runner(param) + results[mode] = experiment.run_single(run=0) # Verify results are identical pd.testing.assert_frame_equal( results['seq']['patient'], results['par']['patient']) pd.testing.assert_frame_equal( results['seq']['interval_audit'], results['par']['interval_audit']) - assert results['seq']['trial'] == results['par']['trial'] + assert results['seq']['run'] == results['par']['run'] From 1757636f6ccae8a95887c97aa23dad16048a3d4a Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:00:13 +0000 Subject: [PATCH 06/25] refactor(choosing parameters): round cores run times to .5 sec to avoid changes with every notebook re-run --- notebooks/choosing_parameters.ipynb | 39 +++++++++++++++------------- outputs/choose_param_cores.png | Bin 44068 -> 45395 bytes 2 files changed, 21 insertions(+), 18 deletions(-) diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index b06c5eb..cf2ef79 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -268,7 +268,7 @@ { "data": { "image/svg+xml": [ - "00.10.20.30.40500100015002000250030003500400000.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" + "00.10.20.30.40500100015002000250030003500400000.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" ] }, "metadata": {}, @@ -295,7 +295,7 @@ { "data": { "image/svg+xml": [ - "00.10.20.30.40.5010k20k30k40k50k00.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" + "00.10.20.30.40.5010k20k30k40k50k00.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" ] }, "metadata": {}, @@ -684,7 +684,7 @@ { "data": { "image/svg+xml": [ - "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" + "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" ] }, "metadata": {}, @@ -1317,7 +1317,7 @@ { "data": { "image/svg+xml": [ - "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" + "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" ] }, "metadata": {}, @@ -1613,7 +1613,7 @@ { "data": { "image/svg+xml": [ - "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" + "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" ] }, "metadata": {}, @@ -1635,7 +1635,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Run time with varying number of CPU cores" + "## Run time with varying number of CPU cores\n", + "\n", + "These are rounded to the nearest .5 seconds, as we will see minor differences in run time between re-runs of this notebook on the same machine, so rounding prevents the figure from changing with every run!" ] }, { @@ -1656,20 +1658,20 @@ "Running with cores: 7.\n", "Running with cores: 8.\n", " cores run_time\n", - "0 1 4.493\n", - "1 2 3.474\n", - "2 3 2.446\n", - "3 4 2.198\n", - "4 5 1.992\n", - "5 6 1.932\n", - "6 7 1.852\n", - "7 8 1.051\n" + "0 1 4.5\n", + "1 2 3.5\n", + "2 3 2.5\n", + "3 4 2.0\n", + "4 5 2.0\n", + "5 6 2.0\n", + "6 7 2.0\n", + "7 8 1.0\n" ] }, { "data": { "image/svg+xml": [ - "1234567811.522.533.544.5Number of coresRun time (seconds)" + "1234567811.522.533.544.5Number of coresRun time (rounded to nearest .5 seconds)" ] }, "metadata": {}, @@ -1688,7 +1690,8 @@ " experiment = Runner(param)\n", " experiment.run_reps()\n", "\n", - " run_time = round((time.time() - start_time), 3)\n", + " # Round time to nearest .5 seconds\n", + " run_time = round((time.time() - start_time)*2)/2\n", " speed.append({'cores': i, 'run_time': run_time})\n", "\n", "# Plot time by number of cores\n", @@ -1697,7 +1700,7 @@ "fig = px.line(timing_results, x='cores', y='run_time')\n", "fig.update_layout(\n", " xaxis_title='Number of cores',\n", - " yaxis_title='Run time (seconds)'\n", + " yaxis_title='Run time (rounded to nearest .5 seconds)'\n", ")\n", "\n", "# Display and save figure\n", @@ -1722,7 +1725,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 25s\n" + "Notebook run time: 0m 24s\n" ] } ], diff --git a/outputs/choose_param_cores.png b/outputs/choose_param_cores.png index 4640851053a2ec97e6c43ef44888dede84313580..5fa323311eeb8ad0f5b0ce8742fccb415aff39c9 100644 GIT binary patch literal 45395 zcmeFac{G(>|3B^=ghNQDWIknxh$QoL%v0uw%rZ2{JPW4~MI2-bnKhb|nM_fpq6}pw z^GxR9yD!pk-`)4~JnQ%0Z++Hst@Yei_H|wR+WY-}y(};5QGQZ`)O3*49pGETer~ zS-X4hw--E{%cIL5ZirWm8qB(s*_W4Hx7B!h0kMh2A^PnH1Bdy;lhH9!zx@`6D3wSJ zT}UpE!Ta^+BcU4lqnZPX0tNf^2SM2J*HNiqhydzqq|$IE^shg#0qWoXltPUW4O5qD zy7lXA!2f1N>Er(Xr|@gwm)D*MlK=kvIQYKTe}71M^nDzB>4UrkCw_ZKibRaF&qYGQFk2KM3d4cTPO*g`s{-c=KAw#kZ;^zs@)l2@coeN;zJ*)FyD!3X`r z%BT?mqLDE|>gcnFayLZrYdBlZ_pqX32qQK{@ulB{z)uX1@~gn+mENh);n$GLi5sw@ zyjZ)QCt*4-$2>iZ&vf{BNuMTqYN7GteR$Yia(ro7R;heXfL?hEtn7ioHmGnAbuC{WQDl@<2}G1`4-|*u!&bRv7x*ax}K(BItRuc 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z8_3uPm16pXbou@nc9sQ{lzgM<|IWO?;qHHDV(J3-K|_z5Tfu&St`P8q)xUj4BF+Jy za5JTd^4nbhcmx7W?%@AT?r)O%Kgs=nsdIRyfvj?7ows<4ec+$GjPj){scT;U5BL@$ AX8-^I From 204b052852a9df6c24bb77c5de6bf5e0f4fa2bcc Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:01:54 +0000 Subject: [PATCH 07/25] ci(tests): alter so runs action on push to main, pull request or manual trigger (and not with every dev push) --- .github/workflows/tests.yaml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index 7530402..40c777d 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -1,4 +1,4 @@ -# This file runs the tests in `tests/` with every push to GitHub +# This file runs the tests in `tests/` # They will run in parallel, and run on three operating systems: # Ubuntu, Windows and Mac. @@ -6,6 +6,8 @@ name: tests on: push: + branches: [main] + pull_request: workflow_dispatch: jobs: From f5eb145cc46630121fc0d2ddce91bd7e1b122e8f Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:06:53 +0000 Subject: [PATCH 08/25] style(readme): alter title + description in README and CITATION.cff --- CITATION.cff | 7 +++---- README.md | 5 +++-- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index 6698525..1200eff 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -3,8 +3,7 @@ cff-version: 1.2.0 title: >- - Simple Reproducible Python Discrete-Event Simulation (DES) - Template + Python DES RAP Template message: >- If you use this software, please cite it using the metadata from this file. @@ -18,8 +17,8 @@ authors: repository-code: >- https://github.com/pythonhealthdatascience/rap_template_python_des abstract: >- - Template reproducible analytical pipeline (RAP) for simple - python DES model. + A template for creating discrete-event simulation (DES) models in Python + within a reproducible analytical pipeline (RAP). license: MIT # TODO: Manually update with each GitHub release version: '0.1.0' diff --git a/README.md b/README.md index 8eccbf4..3949c84 100644 --- a/README.md +++ b/README.md @@ -1,13 +1,14 @@

-# Simple Reproducible Python
Discrete-Event Simulation (DES) Template +# Python DES RAP Template [![python](https://img.shields.io/badge/-Python_3.13-306998?logo=python&logoColor=white)](https://www.python.org/) [![licence](https://img.shields.io/badge/Licence-MIT-green.svg?labelColor=gray)](https://github.com/pythonhealthdatascience/rap_template_python_des/blob/main/LICENSE) [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14622466.svg)](https://doi.org/10.5281/zenodo.14622466) [![Tests](https://github.com/pythonhealthdatascience/rap_template_python_des/actions/workflows/tests.yaml/badge.svg)](https://github.com/pythonhealthdatascience/rap_template_python_des/actions/workflows/tests.yaml) -A simple template for creating DES models in Python, within a **reproducible analytical pipeline (RAP)**
+
A template for creating **discrete-event simulation (DES)** models in Python
+within a **reproducible analytical pipeline (RAP)**.

Click on Use this template to initialise new repository.
A `README` template is provided at the **end of this file**. From ccccebb6a51dbeb4ea18c9b8d6869dc107fb5b36 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:23:20 +0000 Subject: [PATCH 09/25] build(env): add pylint --- environment.yaml | 1 + requirements.txt | 1 + 2 files changed, 2 insertions(+) diff --git a/environment.yaml b/environment.yaml index 969e011..dd1ab35 100644 --- a/environment.yaml +++ b/environment.yaml @@ -10,6 +10,7 @@ dependencies: - pip=24.3.1 - plotly_express=0.4.1 - pycodestyle=2.12.1 + - pylint=3.3.3 - pytest=8.3.4 - python=3.13.0 - simpy=4.1.1 diff --git a/requirements.txt b/requirements.txt index 5a312ed..56a3773 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,6 +10,7 @@ pip==24.3.1 plotly_express==0.4.1 pycodestyle==2.12.1 pycodestyle_magic==0.5 +pylint==3.3.3 pytest==8.3.4 simpy==4.1.1 -e .[dev] \ No newline at end of file From 05c24b69e03f48034c364951eda4d01bd693468b Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:34:05 +0000 Subject: [PATCH 10/25] style(lint): linting .py files and add .pylintrc --- .pylintrc | 4 ++++ README.md | 1 + simulation/model.py | 1 + tests/test_backtest.py | 4 ++-- tests/test_unittest_logger.py | 2 +- tests/test_unittest_model.py | 6 +++--- 6 files changed, 12 insertions(+), 6 deletions(-) create mode 100644 .pylintrc diff --git a/.pylintrc b/.pylintrc new file mode 100644 index 0000000..c1b664a --- /dev/null +++ b/.pylintrc @@ -0,0 +1,4 @@ +[MESSAGES CONTROL] +disable= + too-few-public-methods, + too-many-instance-attributes \ No newline at end of file diff --git a/README.md b/README.md index 3949c84..983878c 100644 --- a/README.md +++ b/README.md @@ -213,6 +213,7 @@ repo/ ├── simulation/ # Local package containing code for the DES model ├── tests/ # Unit and back testing of the DES model ├── .gitignore # Untracked files +├── .pylintrc # Pylint settings ├── CHANGELOG.md # Describes changes between releases ├── CITATION.cff # How to cite the repository ├── CONTRIBUTING.md # Contribution instructions diff --git a/simulation/model.py b/simulation/model.py index 74ae7cd..154a273 100644 --- a/simulation/model.py +++ b/simulation/model.py @@ -97,6 +97,7 @@ def __setattr__(self, name, value): used was incorrect. """ # Skip the check if the object is still initialising + # pylint: disable=maybe-no-member if hasattr(self, '_initialising') and self._initialising: super().__setattr__(name, value) else: diff --git a/tests/test_backtest.py b/tests/test_backtest.py index bb81806..61d97f9 100644 --- a/tests/test_backtest.py +++ b/tests/test_backtest.py @@ -12,9 +12,9 @@ """ -from simulation.model import Defaults, Runner -import pandas as pd from pathlib import Path +import pandas as pd +from simulation.model import Defaults, Runner def test_reproduction(): diff --git a/tests/test_unittest_logger.py b/tests/test_unittest_logger.py index 25475f6..ef447c5 100644 --- a/tests/test_unittest_logger.py +++ b/tests/test_unittest_logger.py @@ -15,9 +15,9 @@ from io import StringIO import logging import os +from unittest.mock import patch, MagicMock import pytest from simulation.logging import SimLogger -from unittest.mock import patch, MagicMock def test_log_to_console(): diff --git a/tests/test_unittest_model.py b/tests/test_unittest_model.py index 25bb621..9ebca85 100644 --- a/tests/test_unittest_model.py +++ b/tests/test_unittest_model.py @@ -12,10 +12,10 @@ pytest """ -from simulation.model import Defaults, Exponential, Model, Runner import numpy as np import pandas as pd import pytest +from simulation.model import Defaults, Exponential, Model, Runner def test_new_attribute(): @@ -57,7 +57,7 @@ def test_negative_inputs(param_name, value, rule): # Construct the expected error message if rule == 'positive': expected_message = f'Parameter "{param_name}" must be greater than 0.' - elif rule == 'non_negative': + else: expected_message = (f'Parameter "{param_name}" must be greater than ' + 'or equal to 0.') @@ -381,7 +381,7 @@ def test_exponentional(): d = Exponential(mean=10, random_seed=42) # Check that sample is a float - assert type(d.sample()) == float, ( + assert isinstance(d.sample(), float), ( f'Expected sample() to return a float - instead: {type(d.sample())}' ) From bc76dda5499de4c98e0a7a85c68428268ca7f00a Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:34:23 +0000 Subject: [PATCH 11/25] ci(lint): add github action to lint .py files --- .github/workflows/lint.yaml | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 .github/workflows/lint.yaml diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml new file mode 100644 index 0000000..830855e --- /dev/null +++ b/.github/workflows/lint.yaml @@ -0,0 +1,34 @@ +# This file will lint the specified files/directories. + +name: lint + +on: + push: + branches: [main] + pull_request: + workflow_dispatch: + +jobs: + lint: + runs-on: ubuntu-latest + steps: + + - name: Check out repository + uses: actions/checkout@v4 + + - name: Install python and dependencies + uses: actions/setup-python@v4 + with: + python-version: '3.13' + cache: 'pip' + - run: pip install -r requirements.txt + + - name: Lint model code + run: | + flake8 ./simulation + pylint ./simulation + + - name: Lint tests + run: | + flake8 ./tests + pylint ./tests From dd9b28a52452fa0cc985c120020efbd8b6104297 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:35:37 +0000 Subject: [PATCH 12/25] ci(lint): alter to any push, so can initialise/test on dev --- .github/workflows/lint.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml index 830855e..c70f4f0 100644 --- a/.github/workflows/lint.yaml +++ b/.github/workflows/lint.yaml @@ -4,7 +4,6 @@ name: lint on: push: - branches: [main] pull_request: workflow_dispatch: From 71a22dffd77e1679f453d88e3fafd0d6c2d27547 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 10:49:28 +0000 Subject: [PATCH 13/25] ci(lint): switch back to just push to main --- .github/workflows/lint.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml index c70f4f0..830855e 100644 --- a/.github/workflows/lint.yaml +++ b/.github/workflows/lint.yaml @@ -4,6 +4,7 @@ name: lint on: push: + branches: [main] pull_request: workflow_dispatch: From 598adbfa8ff250968ba99890e4ad693ce0aa4b4a Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 11:06:45 +0000 Subject: [PATCH 14/25] refactor(scenarios): moved run_scenarios() to model.py --- notebooks/analysis.ipynb | 226 ++++++++++++++++----------------------- simulation/model.py | 39 +++++++ 2 files changed, 131 insertions(+), 134 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index fe46bb2..6c996ef 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -72,7 +72,6 @@ "metadata": {}, "outputs": [], "source": [ - "import itertools\n", "import os\n", "import pandas as pd\n", "import plotly.express as px\n", @@ -80,7 +79,8 @@ "import time\n", "\n", "from simulation.logging import SimLogger\n", - "from simulation.model import Defaults, Model, Runner, summary_stats" + "from simulation.model import (\n", + " Defaults, Model, Runner, summary_stats, run_scenarios)" ] }, { @@ -628,7 +628,7 @@ { "data": { "image/svg+xml": [ - "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" + "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" ] }, "metadata": {}, @@ -637,7 +637,7 @@ { "data": { "image/svg+xml": [ - "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" + "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" ] }, "metadata": {}, @@ -646,7 +646,7 @@ { "data": { "image/svg+xml": [ - "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" + "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" ] }, "metadata": {}, @@ -655,7 +655,7 @@ { "data": { "image/svg+xml": [ - "0.480.490.50.51012345678Mean nurse utilisationFrequency" + "0.480.490.50.51012345678Mean nurse utilisationFrequency" ] }, "metadata": {}, @@ -688,56 +688,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Scenario analysis" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "def run_scenarios(scenarios):\n", - " \"\"\"\n", - " Run a set of scenarios and return the scenario-level results.\n", - "\n", - " Arguments:\n", - " scenarios (dict):\n", - " Dictionary where key is name of parameter and value is a list\n", - " with different values to run in scenarios.\n", - " \"\"\"\n", - " # Find every possible permutation of the scenarios\n", - " all_scenarios_tuples = list(itertools.product(*scenarios.values()))\n", - " # Convert back into dictionaries\n", - " all_scenarios_dicts = [\n", - " dict(zip(scenarios.keys(), p)) for p in all_scenarios_tuples]\n", - " # Preview some of the scenarios\n", - " print(f'There are {len(all_scenarios_dicts)} scenarios. Running:')\n", - "\n", - " # Run the scenarios...\n", - " results = []\n", - " for index, scenario_to_run in enumerate(all_scenarios_dicts):\n", - " print(scenario_to_run)\n", + "## Scenario analysis\n", "\n", - " # Overwrite defaults from the passed dictionary\n", - " param = Defaults()\n", - " param.scenario_name = index\n", - " for key in scenario_to_run:\n", - " setattr(param, key, scenario_to_run[key])\n", - "\n", - " # Perform replications and keep results from each run, adding the\n", - " # scenario values to the results dataframe\n", - " scenario_exp = Runner(param)\n", - " scenario_exp.run_reps()\n", - " for key in scenario_to_run:\n", - " scenario_exp.run_results_df[key] = scenario_to_run[key]\n", - " results.append(scenario_exp.run_results_df)\n", - " return pd.concat(results)" + "We can use the `run_scenarios()` function to run scenarios on the default model, executing it with every possible combination of the specified parameters." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -778,7 +736,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -888,7 +846,7 @@ "4 0.664761 3 5 " ] }, - "execution_count": 17, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -906,7 +864,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -977,13 +935,13 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ - "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" + "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1014,13 +972,13 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ - "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" + "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" ] }, "metadata": {}, @@ -1051,7 +1009,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -1114,7 +1072,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -1142,13 +1100,13 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ - "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" + "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1173,7 +1131,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -1232,7 +1190,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -1317,7 +1275,7 @@ "667690 21590 61919.845349 NaN NaN 30" ] }, - "execution_count": 25, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -1345,77 +1303,77 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "2025-01-28 09:53:47,872 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-28 09:53:47,872 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-28 09:53:47,873 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", - "2025-01-28 09:53:47,873 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-28 09:53:47,873 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", - "2025-01-28 09:53:47,874 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-28 09:53:47,874 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", - "2025-01-28 09:53:47,874 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-28 09:53:47,875 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", - "2025-01-28 09:53:47,875 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-28 09:53:47,875 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", - "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", - "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", - "2025-01-28 09:53:47,876 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", - "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", - "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-28 09:53:47,877 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", - "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", - "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-28 09:53:47,878 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-28 09:53:47,879 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-28 09:53:47,880 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-28 09:53:47,881 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-28 09:53:47,883 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-28 09:53:47,884 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-28 09:53:47,885 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-28 09:53:47,886 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-28 09:53:47,887 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-28 09:53:47,887 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-28 09:53:47,887 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-28 11:05:14,902 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-28 11:05:14,903 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-28 11:05:14,903 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", + "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", + "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", + "2025-01-28 11:05:14,905 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-28 11:05:14,905 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", + "2025-01-28 11:05:14,905 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", + "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", + "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", + "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", + "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", + "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -1441,7 +1399,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -1529,7 +1487,7 @@ " 'time_with_nurse': 6.348067933102151}]" ] }, - "execution_count": 27, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -1548,14 +1506,14 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 25s\n" + "Notebook run time: 0m 26s\n" ] } ], diff --git a/simulation/model.py b/simulation/model.py index 154a273..be16218 100644 --- a/simulation/model.py +++ b/simulation/model.py @@ -27,6 +27,7 @@ print(experiment.run_results_df) """ +import itertools from joblib import Parallel, delayed import numpy as np import pandas as pd @@ -556,3 +557,41 @@ def run_reps(self): )) # Convert to dataframe self.overall_results_df = pd.DataFrame(uncertainty_metrics) + + +def run_scenarios(scenarios): + """ + Run a set of scenarios and return the scenario-level results. + + Arguments: + scenarios (dict): + Dictionary where key is name of parameter and value is a list + with different values to run in scenarios. + """ + # Find every possible permutation of the scenarios + all_scenarios_tuples = list(itertools.product(*scenarios.values())) + # Convert back into dictionaries + all_scenarios_dicts = [ + dict(zip(scenarios.keys(), p)) for p in all_scenarios_tuples] + # Preview some of the scenarios + print(f'There are {len(all_scenarios_dicts)} scenarios. Running:') + + # Run the scenarios... + results = [] + for index, scenario_to_run in enumerate(all_scenarios_dicts): + print(scenario_to_run) + + # Overwrite defaults from the passed dictionary + param = Defaults() + param.scenario_name = index + for key in scenario_to_run: + setattr(param, key, scenario_to_run[key]) + + # Perform replications and keep results from each run, adding the + # scenario values to the results dataframe + scenario_exp = Runner(param) + scenario_exp.run_reps() + for key in scenario_to_run: + scenario_exp.run_results_df[key] = scenario_to_run[key] + results.append(scenario_exp.run_results_df) + return pd.concat(results) From 14199b174c4d1bc05bfe5ab0b94776c4920c343d Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 14:15:43 +0000 Subject: [PATCH 15/25] feat(model): add MonitoredResource, alternative warm-up results collection (init_results_variables() and warm_up_complete()) and fix docstrings --- simulation/model.py | 280 +++++++++++++++++++++++++++++++++++++------- 1 file changed, 236 insertions(+), 44 deletions(-) diff --git a/simulation/model.py b/simulation/model.py index be16218..af38b29 100644 --- a/simulation/model.py +++ b/simulation/model.py @@ -9,13 +9,19 @@ > This code is adapted from Sammi Rosser and Dan Chalk (2024) HSMA - the little book of DES (https://github.com/hsma-programme/hsma6_des_book) (MIT Licence). - > The distribution class is copied from Tom Monks (2021) sim-tools: + > The Exponential class is based on Tom Monks (2021) sim-tools: fundamental tools to support the simulation process in python (https://github.com/TomMonks/sim-tools) (MIT Licence). For other distributions (bernoulli, lognormal, normal, uniform, triangular, fixed, combination, continuous empirical, erlang, weibull, gamma, beta, discrete, truncated, raw empirical, pearsonV, pearsonVI, erlangK, poisson), check out the sim-tools package. + > The MonitoredResource class is based on Tom Monks, Alison Harper and Amy + Heather (2025) An introduction to Discrete-Event Simulation (DES) using + Free and Open Source Software + (https://github.com/pythonhealthdatascience/intro-open-sim/tree/main) + (MIT Licence). They based it on the method described in Law. Simulation + Modeling and Analysis 4th Ed. Pages 14 - 17. Licence: This project is licensed under the MIT Licence. See the LICENSE file for @@ -92,10 +98,22 @@ def __setattr__(self, name, value): """ Prevent addition of new attributes. - Only allow modification of existing attributes, and not the addition - of new attributes. This helps avoid an error where a parameter appears - to have been changed, but remains the same as the attribute name - used was incorrect. + This method overrides the default `__setattr__` behavior to restrict + the addition of new attributes to the instance. It allows modification + of existing attributes but raises an `AttributeError` if an attempt is + made to create a new attribute. This ensures that accidental typos in + attribute names do not silently create new attributes. + + Arguments: + name (str): + The name of the attribute to set. + value (Any): + The value to assign to the attribute. + + Raises: + AttributeError: + If `name` is not an existing attribute and an attempt is made + to add it to the instance. """ # Skip the check if the object is still initialising # pylint: disable=maybe-no-member @@ -118,6 +136,7 @@ def summary_stats(data): Arguments: data (pd.Series): Data to use in calculation. + Returns: tuple: (mean, standard deviation, CI lower, CI upper). """ @@ -170,6 +189,137 @@ def __init__(self, patient_id): self.time_with_nurse = np.nan +class MonitoredResource(simpy.Resource): + """ + Subclass of simpy.Resource used to monitor resource usage during the run. + + Calculates resource utilisation and the queue length during the model run. + As it is a subclass, it inherits the attributes and methods from + simpy.Resource, which is referred to as the superclass or parent class. + + Attributes: + time_last_event (float): + Time of last resource request or release. + queue_time (float): + Total time that patients have spent queueing for the resource + (i.e. sum of the times each patient spent waiting). Used to + calculate the average queue length. + resource_busy_time (float): + Total time that resources have been in use during the simulation + (i.e. sum of the times each individual resource was busy). Used + to calculated utilisation. + """ + def __init__(self, *args, **kwargs): + """ + Initialises a MonitoredResource - which involves initialising a SimPy + resource and resetting monitoring attributes. + + Arguments: + *args: + Positional arguments to be passed to the parent class. + **kwargs: + Keyword arguments to be passed to the parent class. + """ + # Initialise a SimPy Resource + super().__init__(*args, **kwargs) + # Run the init_results() method + self.init_results() + + def init_results(self): + """ + Resets monitoring attributes to initial values. + """ + self.time_last_event = self._env.now + self.queue_time = 0.0 + self.resource_busy_time = 0.0 + + def request(self, *args, **kwargs): + """ + Requests a resource, but updates time-weighted statistics BEFORE + making the request. + + Arguments: + *args: + Positional arguments to be passed to the parent class. + **kwargs: + Keyword arguments to be passed to the parent class. + + Returns: + simpy.events.Event: Event representing the request. + """ + # Update time-weighted statistics + self.update_time_weighted_stats() + # Request a resource + return super().request(*args, **kwargs) + + def release(self, *args, **kwargs): + """ + Releases a resource, but updates time-weighted statistics BEFORE + releasing it. + + Arguments: + *args: + Positional arguments to be passed to the parent class. + **kwargs: + Keyword arguments to be passed to the parent class.# + + Returns: + simpy.events.Event: Event representing the request. + """ + # Update time-weighted statistics + self.update_time_weighted_stats() + # Release a resource + return super().release(*args, **kwargs) + + def update_time_weighted_stats(self): + """ + Update the time-weighted statistics for resource usage. + + Between every request or release of the resource, it calculates the + relevant statistics - e.g.: + - Total waiting times (number of requests in queue * time) + - Total resource use (number of resources in use * time) + These are summed to return the totals from across the whole simulation. + In Runner.run_single(), these are then used to calculate utilisation. + + Further details: + - These sums can be referred to as "the area under the curve". + - They are called "time-weighted" statistics as they account for how + long certain events or states (such as resource use or queue length) + persist over time. + """ + # Calculate time since last event + time_since_last_event = self._env.now - self.time_last_event + + # Update self.time_last_event to current time + self.time_last_event = self._env.now + + # Update the statistics + # len(self.queue) is the number of requests queued + self.queue_time += len(self.queue) * time_since_last_event + # self.count is the number of resources in use + self.resource_busy_time += self.count * time_since_last_event + + def end_of_run_cleanup(self, run_length): + """ + Cleans up and finalises statistics at the end of the simulation run. + + If the simulation ends while resources are still in use or requests are + still in the queue, the time between the last recorded event and the + simulation end will not have been accounted for. This method fills + in that gap, avoiding underestimation of resource usage and queue + sizes. + + Arguments: + run_length (float): + Duration of the simulation run. + """ + # Delay clean up until the entire simulation has completed + yield self._env.timeout(run_length) + # Update the time-weighted statistics + self.update_time_weighted_stats() + + class Exponential: """ Generate samples from an exponential distribution. @@ -177,11 +327,8 @@ class Exponential: Attributes: mean (float): Mean of the exponential distribution. - random_seed (int|None): - Random seed to reproduce samples. - size (int|None): - Number of samples to return. If set to none, then returns a single - sample. + rand (numpy.random.Generator): + Random number generator for producing samples. """ def __init__(self, mean, random_seed): """ @@ -204,6 +351,11 @@ def sample(self, size=None): size (int|None): Number of samples to return. If set to none, then returns a single sample. + + Returns: + float or numpy.ndarray: + A single sample if size is None, or an array of samples if + size is specified. """ return self.rand.exponential(self.mean, size=size) @@ -222,8 +374,9 @@ class Model: Run number for random seed generation. env (simpy.Environment): The SimPy environment for the simulation. - nurse (simpy.Resource): - SimPy resource representing nurses. + nurse (MonitoredResource): + Subclass of SimPy resource representing nurses (whilst monitoring + the resource during the simulation run). patients (list): List containing the generated patient objects. nurse_time_used (float): @@ -261,8 +414,8 @@ def __init__(self, param, run_number): # Create simpy environment and resource self.env = simpy.Environment() - self.nurse = simpy.Resource(self.env, - capacity=self.param.number_of_nurses) + self.nurse = MonitoredResource(self.env, + capacity=self.param.number_of_nurses) # Initialise attributes to store results self.patients = [] @@ -319,14 +472,10 @@ def generate_patient_arrivals(self): p = Patient(len(self.patients) + 1) p.arrival_time = self.env.now - # If the warm-up period has passed, add the patient to the list. + # Add the patient to the list. # The list stores a reference to the patient object, so any updates # to the patient attributes will be reflected in the list as well - if self.env.now >= self.param.warm_up_period: - self.patients.append(p) - # If still during warm-up, amend ID (so not set to 1) - else: - p.patient_id = 'X (warm-up)' + self.patients.append(p) # Log arrival time self.param.logger.log( @@ -373,16 +522,15 @@ def attend_clinic(self, patient): f'{patient.time_with_nurse:.3f} minutes.' ) - # If warm-up period has passed, update the total nurse time used. + # Update the total nurse time used. # This is used to calculate utilisation. To avoid overestimation, # if the consultation would overrun the simulation, just record # time to end of the simulation. - if self.env.now >= self.param.warm_up_period: - remaining_time = ( - self.param.warm_up_period + - self.param.data_collection_period) - self.env.now - self.nurse_time_used += min( - patient.time_with_nurse, remaining_time) + remaining_time = ( + self.param.warm_up_period + + self.param.data_collection_period) - self.env.now + self.nurse_time_used += min( + patient.time_with_nurse, remaining_time) # Pass time spent with nurse yield self.env.timeout(patient.time_with_nurse) @@ -401,34 +549,67 @@ def interval_audit(self, interval): Time between audits in minutes. """ while True: - # Only save results if the warm-up period has passed - if self.env.now >= self.param.warm_up_period: - self.audit_list.append({ - 'resource_name': 'nurse', - 'simulation_time': self.env.now, - 'utilisation': self.nurse.count / self.nurse.capacity, - 'queue_length': len(self.nurse.queue), - 'running_mean_wait_time': self.running_mean_nurse_wait - }) + self.audit_list.append({ + 'resource_name': 'nurse', + 'simulation_time': self.env.now, + 'utilisation': self.nurse.count / self.nurse.capacity, + 'queue_length': len(self.nurse.queue), + 'running_mean_wait_time': self.running_mean_nurse_wait + }) # Trigger next audit after desired interval has passed yield self.env.timeout(interval) + def init_results_variables(self): + """ + Resets all results collection variables to their initial values. + """ + self.patients = [] + self.nurse_time_used = 0 + self.audit_list = [] + self.nurse.init_results() + + def warm_up_complete(self): + """ + Resets all results collection variables once warm-up period has passed. + """ + # Delay process until warm-up period has completed + yield self.env.timeout(self.param.warm_up_period) + + # If there was a warm-up period, log that this time has passed so we + # can distinguish between patients before and after warm-up in logs + if self.param.warm_up_period > 0: + self.param.logger.log('─' * 10) + self.param.logger.log(f'{self.env.now:.2f}: Warm up complete.') + self.param.logger.log('─' * 10) + + # Reset results collection variables + self.init_results_variables() + def run(self): """ Runs the simulation for the specified duration. """ - # Start patient generator + # Calculate the total run length + run_length = (self.param.warm_up_period + + self.param.data_collection_period) + + # Schedule process which will reset results when warm-up period ends + self.env.process(self.warm_up_complete()) + + # Schedule patient generator to run during simulation self.env.process(self.generate_patient_arrivals()) - # Start interval auditor + # Schedule interval auditor to run during simulation self.env.process( self.interval_audit(interval=self.param.audit_interval)) - # Run for specified duration (which is the warm-up period + the - # data collection period) - self.env.run(until=self.param.data_collection_period + - self.param.warm_up_period) + # Schedule process which will clean up monitoring of resources at the + # end of the run + self.env.process(self.nurse.end_of_run_cleanup(run_length)) + + # Run the simulation + self.env.run(until=run_length) # Convert list of patient objects into a list that just contains the # attributes of each of those patients as dictionaries @@ -492,6 +673,8 @@ def run_single(self, run): patient_results['run'] = run # Create dictionary recording the run results + # Currently has two alternative methods of measuring utilisation + # TODO: Is mean_q_time_nurse and mean_nurse_q_length the same? run_results = { 'run_number': run, 'scenario': self.param.scenario_name, @@ -500,7 +683,12 @@ def run_single(self, run): 'mean_time_with_nurse': patient_results['time_with_nurse'].mean(), 'mean_nurse_utilisation': (model.nurse_time_used / (self.param.number_of_nurses * - self.param.data_collection_period)) + self.param.data_collection_period)), + 'mean_nurse_utilisation_tw': (model.nurse.resource_busy_time / + (self.param.number_of_nurses * + self.param.data_collection_period)), + 'mean_nurse_q_length': (model.nurse.queue_time / + self.param.data_collection_period) } # Convert interval audit results to a dataframe and add run column @@ -561,12 +749,16 @@ def run_reps(self): def run_scenarios(scenarios): """ - Run a set of scenarios and return the scenario-level results. + Execute a set of scenarios and return the results from each run. Arguments: scenarios (dict): Dictionary where key is name of parameter and value is a list with different values to run in scenarios. + + Returns: + pandas.dataframe: + Dataframe with results from each run of each scenario. """ # Find every possible permutation of the scenarios all_scenarios_tuples = list(itertools.product(*scenarios.values())) From 75cd9cac3f336c568f600aa3133ae14355b8348d Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 14:17:28 +0000 Subject: [PATCH 16/25] chore(notebooks): re-run analysis and choosing-parameters - results consistent, just with addition of new metrics --- notebooks/analysis.ipynb | 228 ++++++++++++++++----------- notebooks/generate_exp_results.ipynb | 50 ++++-- outputs/example_overall.csv | 10 +- outputs/example_run.csv | 64 ++++---- tests/exp_results/overall.csv | 10 +- tests/exp_results/run.csv | 12 +- 6 files changed, 226 insertions(+), 148 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index 6c996ef..917c2ff 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -304,6 +304,8 @@ " mean_q_time_nurse\n", " mean_time_with_nurse\n", " mean_nurse_utilisation\n", + " mean_nurse_utilisation_tw\n", + " mean_nurse_q_length\n", " \n", " \n", " \n", @@ -315,6 +317,8 @@ " 0.504541\n", " 9.842268\n", " 0.499639\n", + " 0.499709\n", + " 0.128144\n", " \n", " \n", " 1\n", @@ -324,6 +328,8 @@ " 0.514151\n", " 10.060481\n", " 0.501991\n", + " 0.502064\n", + " 0.128347\n", " \n", " \n", " 2\n", @@ -333,6 +339,8 @@ " 0.523235\n", " 9.925025\n", " 0.498130\n", + " 0.498231\n", + " 0.132407\n", " \n", " \n", " 3\n", @@ -342,6 +350,8 @@ " 0.479149\n", " 9.937057\n", " 0.498220\n", + " 0.498264\n", + " 0.120131\n", " \n", " \n", " 4\n", @@ -351,6 +361,8 @@ " 0.461457\n", " 10.015904\n", " 0.496870\n", + " 0.497100\n", + " 0.114510\n", " \n", " \n", "\n", @@ -364,12 +376,12 @@ "3 3 0 10831 0.479149 9.937057 \n", "4 4 0 10720 0.461457 10.015904 \n", "\n", - " mean_nurse_utilisation \n", - "0 0.499639 \n", - "1 0.501991 \n", - "2 0.498130 \n", - "3 0.498220 \n", - "4 0.496870 " + " mean_nurse_utilisation mean_nurse_utilisation_tw mean_nurse_q_length \n", + "0 0.499639 0.499709 0.128144 \n", + "1 0.501991 0.502064 0.128347 \n", + "2 0.498130 0.498231 0.132407 \n", + "3 0.498220 0.498264 0.120131 \n", + "4 0.496870 0.497100 0.114510 " ] }, "metadata": {}, @@ -522,6 +534,8 @@ " mean_q_time_nurse\n", " mean_time_with_nurse\n", " mean_nurse_utilisation\n", + " mean_nurse_utilisation_tw\n", + " mean_nurse_q_length\n", " \n", " \n", " \n", @@ -531,6 +545,8 @@ " 0.499037\n", " 9.978457\n", " 0.497670\n", + " 0.497785\n", + " 0.124588\n", " \n", " \n", " std_dev\n", @@ -538,6 +554,8 @@ " 0.067393\n", " 0.115138\n", " 0.007524\n", + " 0.007541\n", + " 0.017206\n", " \n", " \n", " lower_95_ci\n", @@ -545,6 +563,8 @@ " 0.474317\n", " 9.936224\n", " 0.494910\n", + " 0.495019\n", + " 0.118277\n", " \n", " \n", " upper_95_ci\n", @@ -552,6 +572,8 @@ " 0.523757\n", " 10.020690\n", " 0.500430\n", + " 0.500551\n", + " 0.130899\n", " \n", " \n", "\n", @@ -564,11 +586,17 @@ "lower_95_ci 10734.264952 0.474317 9.936224 \n", "upper_95_ci 10819.218919 0.523757 10.020690 \n", "\n", - " mean_nurse_utilisation \n", - "mean 0.497670 \n", - "std_dev 0.007524 \n", - "lower_95_ci 0.494910 \n", - "upper_95_ci 0.500430 " + " mean_nurse_utilisation mean_nurse_utilisation_tw \\\n", + "mean 0.497670 0.497785 \n", + "std_dev 0.007524 0.007541 \n", + "lower_95_ci 0.494910 0.495019 \n", + "upper_95_ci 0.500430 0.500551 \n", + "\n", + " mean_nurse_q_length \n", + "mean 0.124588 \n", + "std_dev 0.017206 \n", + "lower_95_ci 0.118277 \n", + "upper_95_ci 0.130899 " ] }, "metadata": {}, @@ -628,7 +656,7 @@ { "data": { "image/svg+xml": [ - "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" + "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" ] }, "metadata": {}, @@ -637,7 +665,7 @@ { "data": { "image/svg+xml": [ - "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" + "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" ] }, "metadata": {}, @@ -646,7 +674,7 @@ { "data": { "image/svg+xml": [ - "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" + "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" ] }, "metadata": {}, @@ -655,7 +683,7 @@ { "data": { "image/svg+xml": [ - "0.480.490.50.51012345678Mean nurse utilisationFrequency" + "0.480.490.50.51012345678Mean nurse utilisationFrequency" ] }, "metadata": {}, @@ -766,6 +794,8 @@ " mean_q_time_nurse\n", " mean_time_with_nurse\n", " mean_nurse_utilisation\n", + " mean_nurse_utilisation_tw\n", + " mean_nurse_q_length\n", " patient_inter\n", " number_of_nurses\n", " \n", @@ -779,6 +809,8 @@ " 1.906132\n", " 9.949058\n", " 0.667461\n", + " 0.667618\n", + " 0.639392\n", " 3\n", " 5\n", " \n", @@ -790,6 +822,8 @@ " 1.918952\n", " 10.148115\n", " 0.676693\n", + " 0.676931\n", + " 0.639968\n", " 3\n", " 5\n", " \n", @@ -801,6 +835,8 @@ " 1.976377\n", " 9.931685\n", " 0.665045\n", + " 0.665099\n", + " 0.661766\n", " 3\n", " 5\n", " \n", @@ -812,6 +848,8 @@ " 1.959961\n", " 10.003235\n", " 0.667725\n", + " 0.667781\n", + " 0.655027\n", " 3\n", " 5\n", " \n", @@ -823,6 +861,8 @@ " 1.780232\n", " 9.980463\n", " 0.664761\n", + " 0.664886\n", + " 0.592875\n", " 3\n", " 5\n", " \n", @@ -838,12 +878,19 @@ "3 3 0 14424 1.959961 10.003235 \n", "4 4 0 14387 1.780232 9.980463 \n", "\n", - " mean_nurse_utilisation patient_inter number_of_nurses \n", - "0 0.667461 3 5 \n", - "1 0.676693 3 5 \n", - "2 0.665045 3 5 \n", - "3 0.667725 3 5 \n", - "4 0.664761 3 5 " + " mean_nurse_utilisation mean_nurse_utilisation_tw mean_nurse_q_length \\\n", + "0 0.667461 0.667618 0.639392 \n", + "1 0.676693 0.676931 0.639968 \n", + "2 0.665045 0.665099 0.661766 \n", + "3 0.667725 0.667781 0.655027 \n", + "4 0.664761 0.664886 0.592875 \n", + "\n", + " patient_inter number_of_nurses \n", + "0 3 5 \n", + "1 3 5 \n", + "2 3 5 \n", + "3 3 5 \n", + "4 3 5 " ] }, "execution_count": 16, @@ -941,7 +988,7 @@ { "data": { "image/svg+xml": [ - "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" + "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -978,7 +1025,7 @@ { "data": { "image/svg+xml": [ - "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" + "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" ] }, "metadata": {}, @@ -1106,7 +1153,7 @@ { "data": { "image/svg+xml": [ - "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" + "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1310,70 +1357,73 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-01-28 11:05:14,902 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-28 11:05:14,903 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-28 11:05:14,903 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 0.000\n", - "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 13.174\n", - "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-28 11:05:14,904 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 16.227\n", - "2025-01-28 11:05:14,905 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-28 11:05:14,905 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 21.236\n", - "2025-01-28 11:05:14,905 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 22.140\n", - "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 23.023\n", - "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-28 11:05:14,906 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.223\n", - "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 30.487\n", - "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 34.089\n", - "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-28 11:05:14,907 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 35.270\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient X (warm-up) arrives at: 44.470\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient X (warm-up) is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-28 11:05:14,908 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-28 11:05:14,909 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-28 11:05:14,910 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-28 11:05:14,911 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-28 11:05:14,912 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-28 11:05:14,913 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-28 11:05:14,914 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-28 11:05:14,915 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-28 14:12:55,304 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-28 14:12:55,305 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", + "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", + "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-28 14:12:55,307 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", + "2025-01-28 14:12:55,307 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-28 14:12:55,307 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", + "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", + "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", + "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", + "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", + "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", + "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", + "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", + "2025-01-28 14:12:55,311 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-28 14:12:55,311 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-28 14:12:55,311 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", + "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-28 14:12:55,319 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-28 14:12:55,319 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -1513,7 +1563,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 26s\n" + "Notebook run time: 0m 28s\n" ] } ], diff --git a/notebooks/generate_exp_results.ipynb b/notebooks/generate_exp_results.ipynb index fbc76d5..9f77e0e 100644 --- a/notebooks/generate_exp_results.ipynb +++ b/notebooks/generate_exp_results.ipynb @@ -323,6 +323,8 @@ " mean_q_time_nurse\n", " mean_time_with_nurse\n", " mean_nurse_utilisation\n", + " mean_nurse_utilisation_tw\n", + " mean_nurse_q_length\n", " \n", " \n", " \n", @@ -334,6 +336,8 @@ " 2.065396\n", " 9.622971\n", " 0.643006\n", + " 0.642751\n", + " 0.554903\n", " \n", " \n", " 1\n", @@ -343,6 +347,8 @@ " 1.396755\n", " 10.186235\n", " 0.645640\n", + " 0.646154\n", + " 0.355707\n", " \n", " \n", " 2\n", @@ -352,6 +358,8 @@ " 3.484284\n", " 10.733822\n", " 0.660790\n", + " 0.666590\n", + " 0.858219\n", " \n", " \n", " 3\n", @@ -361,6 +369,8 @@ " 2.050522\n", " 10.511447\n", " 0.634541\n", + " 0.638077\n", + " 0.502188\n", " \n", " \n", " 4\n", @@ -370,6 +380,8 @@ " 1.836706\n", " 9.742127\n", " 0.597097\n", + " 0.599347\n", + " 0.451830\n", " \n", " \n", "\n", @@ -383,12 +395,12 @@ "3 3 0 367 2.050522 10.511447 \n", "4 4 0 369 1.836706 9.742127 \n", "\n", - " mean_nurse_utilisation \n", - "0 0.643006 \n", - "1 0.645640 \n", - "2 0.660790 \n", - "3 0.634541 \n", - "4 0.597097 " + " mean_nurse_utilisation mean_nurse_utilisation_tw mean_nurse_q_length \n", + "0 0.643006 0.642751 0.554903 \n", + "1 0.645640 0.646154 0.355707 \n", + "2 0.660790 0.666590 0.858219 \n", + "3 0.634541 0.638077 0.502188 \n", + "4 0.597097 0.599347 0.451830 " ] }, "metadata": {}, @@ -612,6 +624,8 @@ " mean_q_time_nurse\n", " mean_time_with_nurse\n", " mean_nurse_utilisation\n", + " mean_nurse_utilisation_tw\n", + " mean_nurse_q_length\n", " \n", " \n", " \n", @@ -621,6 +635,8 @@ " 2.166733\n", " 10.159320\n", " 0.636215\n", + " 0.638584\n", + " 0.544569\n", " \n", " \n", " std_dev\n", @@ -628,6 +644,8 @@ " 0.784458\n", " 0.478668\n", " 0.023832\n", + " 0.024489\n", + " 0.190098\n", " \n", " \n", " lower_95_ci\n", @@ -635,6 +653,8 @@ " 1.192699\n", " 9.564976\n", " 0.606623\n", + " 0.608177\n", + " 0.308532\n", " \n", " \n", " upper_95_ci\n", @@ -642,6 +662,8 @@ " 3.140766\n", " 10.753665\n", " 0.665806\n", + " 0.668991\n", + " 0.780607\n", " \n", " \n", "\n", @@ -654,11 +676,17 @@ "lower_95_ci 359.128341 1.192699 9.564976 \n", "upper_95_ci 396.871659 3.140766 10.753665 \n", "\n", - " mean_nurse_utilisation \n", - "mean 0.636215 \n", - "std_dev 0.023832 \n", - "lower_95_ci 0.606623 \n", - "upper_95_ci 0.665806 " + " mean_nurse_utilisation mean_nurse_utilisation_tw \\\n", + "mean 0.636215 0.638584 \n", + "std_dev 0.023832 0.024489 \n", + "lower_95_ci 0.606623 0.608177 \n", + "upper_95_ci 0.665806 0.668991 \n", + "\n", + " mean_nurse_q_length \n", + "mean 0.544569 \n", + "std_dev 0.190098 \n", + "lower_95_ci 0.308532 \n", + "upper_95_ci 0.780607 " ] }, "metadata": {}, diff --git a/outputs/example_overall.csv b/outputs/example_overall.csv index 3a0741e..905a14f 100644 --- a/outputs/example_overall.csv +++ b/outputs/example_overall.csv @@ -1,5 +1,5 @@ -arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation -10776.741935483871,0.499036905566402,9.978456743390534,0.49767035119563796 -115.80327218806197,0.06739346957542013,0.11513823236530764,0.007524465631261531 -10734.264952313013,0.47431678135150124,9.936223698796068,0.4949103549196282 -10819.21891865473,0.5237570297813028,10.020689787985,0.5004303474716477 +arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length +10776.741935483871,0.499036905566402,9.978456743390534,0.49767035119563796,0.49778467447803937,0.12458802034117737 +115.80327218806197,0.06739346957542013,0.11513823236530764,0.007524465631261531,0.007540597007787788,0.01720568342578357 +10734.264952313013,0.47431678135150124,9.936223698796068,0.4949103549196282,0.4950187611653494,0.11827692470880834 +10819.21891865473,0.5237570297813028,10.020689787985,0.5004303474716477,0.5005505877907294,0.1308991159735464 diff --git a/outputs/example_run.csv b/outputs/example_run.csv index f5dd427..580d1ad 100644 --- a/outputs/example_run.csv +++ b/outputs/example_run.csv @@ -1,32 +1,32 @@ -run_number,scenario,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation -0,0,10972,0.504541081338615,9.84226781662332,0.4996386466177992 -1,0,10784,0.514150649003393,10.060480983450425,0.5019905433327594 -2,0,10854,0.5232349226016817,9.925024519746302,0.4981297032213408 -3,0,10831,0.4791488631810612,9.9370571543943,0.49822049332297624 -4,0,10720,0.46145745726579823,10.015904147971671,0.4968703372055205 -5,0,10772,0.3882646868128185,9.884995942861282,0.492904233058074 -6,0,10831,0.4669381081669874,10.041799654744745,0.503356251584998 -7,0,10781,0.625888360901447,10.086979128063648,0.5034489381047406 -8,0,10772,0.4684971326393017,10.202270228377186,0.508790994907774 -9,0,10705,0.5634349862001105,10.09260227901333,0.49997178325917613 -10,0,10927,0.562585969190057,10.083553615426284,0.5098373896503802 -11,0,10688,0.39781182403365434,9.893334037740962,0.4895233535105571 -12,0,11092,0.44530362984867583,9.810905063859671,0.5034276977164731 -13,0,10640,0.4397605749351992,9.933879963761742,0.48925457544062534 -14,0,10904,0.6107822771635987,10.167683587926042,0.513130373051619 -15,0,10849,0.47670998312351787,9.975581276412813,0.5009629889699926 -16,0,10719,0.428336230071242,9.809804967118032,0.4866947365248423 -17,0,10713,0.505574486075843,9.989154604862323,0.4954087210793937 -18,0,10568,0.3615821082986753,9.800182515281657,0.4793715775153063 -19,0,10707,0.4191589720392036,9.9193906381964,0.4915291568180775 -20,0,10845,0.6120142008002236,9.813774247048583,0.49261944375555833 -21,0,10726,0.5173212645251098,9.858186468091487,0.48940978932654106 -22,0,10618,0.5316566599495316,9.969891296475984,0.4892835610032433 -23,0,10914,0.5270546197660896,9.925291785145637,0.5013818263178943 -24,0,10660,0.5029697553047842,9.96454608027881,0.49160360886911897 -25,0,10685,0.6270646900660448,10.236338445072258,0.5060501169430693 -26,0,10806,0.5061794260886525,10.039653295082593,0.5022615440123254 -27,0,10748,0.4925537687951073,10.050997027592315,0.4999546777219452 -28,0,10589,0.4577189216542841,10.044180668559221,0.4923573694687436 -29,0,10863,0.5422405738480466,10.034383892923174,0.5046064549261675 -30,0,10796,0.5102078888697092,9.922063713004379,0.49578999982774674 +run_number,scenario,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length +0,0,10972,0.504541081338615,9.84226781662332,0.4996386466177992,0.4997094613610211,0.12814409130665008 +1,0,10784,0.514150649003393,10.060480983450425,0.5019905433327594,0.502064256550978,0.1283472360845507 +2,0,10854,0.5232349226016817,9.925024519746302,0.4981297032213408,0.49823133874707154,0.1324071941666391 +3,0,10831,0.4791488631810612,9.9370571543943,0.49822049332297624,0.4982638436545642,0.12013104947023319 +4,0,10720,0.46145745726579823,10.015904147971671,0.4968703372055205,0.4971000995404679,0.11450981346966105 +5,0,10772,0.3882646868128185,9.884995942861282,0.492904233058074,0.49304721268899043,0.09681451866545558 +6,0,10831,0.4669381081669874,10.041799654744745,0.503356251584998,0.5033169859948308,0.11706959836936667 +7,0,10781,0.625888360901447,10.086979128063648,0.5034489381047406,0.5037349298112143,0.15619681525181714 +8,0,10772,0.4684971326393017,10.202270228377186,0.508790994907774,0.5089130015618383,0.11682062761089254 +9,0,10705,0.5634349862001105,10.09260227901333,0.49997178325917613,0.5002042408148075,0.1399966447950717 +10,0,10927,0.562585969190057,10.083553615426284,0.5098373896503802,0.5099831780480953,0.14230039086434612 +11,0,10688,0.39781182403365434,9.893334037740962,0.4895233535105571,0.4896102199835747,0.09842159202017818 +12,0,11092,0.44530362984867583,9.810905063859671,0.5034276977164731,0.5034560301359091,0.11436285729213683 +13,0,10640,0.4397605749351992,9.933879963761742,0.48925457544062534,0.4892243098930909,0.10831140086366944 +14,0,10904,0.6107822771635987,10.167683587926042,0.513130373051619,0.5135275707547177,0.1541659710692565 +15,0,10849,0.47670998312351787,9.975581276412813,0.5009629889699926,0.5010211453918623,0.11971820849321864 +16,0,10719,0.428336230071242,9.809804967118032,0.4866947365248423,0.48682230223169853,0.10628092708642692 +17,0,10713,0.505574486075843,9.989154604862323,0.4954087210793937,0.49570388412668587,0.1253754506789469 +18,0,10568,0.3615821082986753,9.800182515281657,0.4793715775153063,0.4795651069171014,0.08845369723380557 +19,0,10707,0.4191589720392036,9.9193906381964,0.4915291568180775,0.49170197747337024,0.10388738688943873 +20,0,10845,0.6120142008002236,9.813774247048583,0.49261944375555833,0.492666922309052,0.15364106499255614 +21,0,10726,0.5173212645251098,9.858186468091487,0.48940978932654106,0.4895469034983069,0.1284441639651928 +22,0,10618,0.5316566599495316,9.969891296475984,0.4892835610032433,0.48936990129569896,0.13067431517000294 +23,0,10914,0.5270546197660896,9.925291785145637,0.5013818263178943,0.501432376992062,0.1331544935214607 +24,0,10660,0.5029697553047842,9.96454608027881,0.49160360886911897,0.4916211282340966,0.12411244424881943 +25,0,10685,0.6270646900660448,10.236338445072258,0.5060501169430693,0.5060869246801079,0.155101882934466 +26,0,10806,0.5061794260886525,10.039653295082593,0.5022615440123254,0.5023039700989318,0.126615159220231 +27,0,10748,0.4925537687951073,10.050997027592315,0.4999546777219452,0.5000883223037053,0.12254555340300495 +28,0,10589,0.4577189216542841,10.044180668559221,0.4923573694687436,0.49234245205738814,0.11219411253234293 +29,0,10863,0.5422405738480466,10.034383892923174,0.5046064549261675,0.504719890581045,0.13635091096554006 +30,0,10796,0.5102078888697092,9.922063713004379,0.49578999982774674,0.4959450210869338,0.12767905794112022 diff --git a/tests/exp_results/overall.csv b/tests/exp_results/overall.csv index db7bde0..4d3f3e3 100644 --- a/tests/exp_results/overall.csv +++ b/tests/exp_results/overall.csv @@ -1,5 +1,5 @@ -,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation -mean,378.0,2.1667325673589564,10.159320371752361,0.6362147508884318 -std_dev,15.198684153570664,0.7844583147114635,0.4786676748781607,0.02383218108751965 -lower_95_ci,359.12834106644124,1.192698919890132,9.564975952752244,0.606623189633386 -upper_95_ci,396.87165893355876,3.1407662148277806,10.75366479075248,0.6658063121434776 +,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length +mean,378.0,2.1667325673589564,10.159320371752361,0.6362147508884318,0.6385838493112572,0.5445692746656905 +std_dev,15.198684153570664,0.7844583147114635,0.4786676748781607,0.02383218108751965,0.024489056062460362,0.19009766156834382 +lower_95_ci,359.12834106644124,1.192698919890132,9.564975952752244,0.606623189633386,0.6081766700485065,0.3085318521535542 +upper_95_ci,396.87165893355876,3.1407662148277806,10.75366479075248,0.6658063121434776,0.6689910285740079,0.7806066971778267 diff --git a/tests/exp_results/run.csv b/tests/exp_results/run.csv index b443878..28d4f0a 100644 --- a/tests/exp_results/run.csv +++ b/tests/exp_results/run.csv @@ -1,6 +1,6 @@ -run_number,scenario,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation -0,0,403,2.065395937787463,9.622970542788952,0.6430060048077357 -1,0,382,1.3967545762785822,10.18623477209793,0.6456396558371599 -2,0,369,3.4842840540548505,10.733822459914006,0.6607899582685668 -3,0,367,2.0505219928782124,10.511446608041043,0.6345411517895263 -4,0,369,1.8367062757956718,9.742127475919874,0.5970969837391709 +run_number,scenario,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length +0,0,403,2.065395937787463,9.622970542788952,0.6430060048077357,0.6427511004490071,0.5549030419522317 +1,0,382,1.3967545762785822,10.18623477209793,0.6456396558371599,0.6461544929803225,0.35570683209227894 +2,0,369,3.4842840540548505,10.733822459914006,0.6607899582685668,0.6665903474771238,0.8582185938875108 +3,0,367,2.0505219928782124,10.511446608041043,0.6345411517895263,0.6380766020091272,0.5021881615506957 +4,0,369,1.8367062757956718,9.742127475919874,0.5970969837391709,0.5993467036407059,0.45182974384573527 From 029b05b49bc652abbd4e006c0e4d60d132b933af Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 16:39:05 +0000 Subject: [PATCH 17/25] build(env): add pytest-xdist --- environment.yaml | 1 + requirements.txt | 1 + 2 files changed, 2 insertions(+) diff --git a/environment.yaml b/environment.yaml index dd1ab35..3bc980c 100644 --- a/environment.yaml +++ b/environment.yaml @@ -12,6 +12,7 @@ dependencies: - pycodestyle=2.12.1 - pylint=3.3.3 - pytest=8.3.4 + - pytest-xdist=3.6.1 - python=3.13.0 - simpy=4.1.1 - pip: diff --git a/requirements.txt b/requirements.txt index 56a3773..2a6123d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -12,5 +12,6 @@ pycodestyle==2.12.1 pycodestyle_magic==0.5 pylint==3.3.3 pytest==8.3.4 +pytest-xdist==3.6.1 simpy==4.1.1 -e .[dev] \ No newline at end of file From 1144800b0b96ae90a8e3152704f563609b29e8c7 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 17:00:46 +0000 Subject: [PATCH 18/25] docs(draw.io): update model structure diagram, adding MonitoredResource --- images/model_structure.drawio | 81 ++++++++++++++++++++-------------- images/model_structure.png | Bin 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z0{q8JE;D`kyxa9^`57s$RrLCQ{AoX!NAX{tR~|E`xKeq3hvF(Jc`Y4YTv3kFT7wRc z`#B+#G}7%PIyp_9o#HAb`7^~8(uzqhV+y2Mnp5ekD<=JOHuC?Ov>O$wc_3V=l)o3k P7nOp%%F)ClM%VraR7(H2 From 24683add950dd816740a2bc1b69ae826a976bdcd Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 17:02:43 +0000 Subject: [PATCH 19/25] fix(model): Fixed bug in MonitoredResource where activities scheduled to occur at end of run length didn't happen, by making them happen after env.run() --- notebooks/analysis.ipynb | 224 +++++++++++++-------------- notebooks/generate_exp_results.ipynb | 36 ++--- outputs/example_overall.csv | 8 +- outputs/example_run.csv | 58 +++---- simulation/model.py | 62 +++----- tests/exp_results/overall.csv | 8 +- tests/exp_results/run.csv | 10 +- 7 files changed, 197 insertions(+), 209 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index 917c2ff..f6e416b 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -317,7 +317,7 @@ " 0.504541\n", " 9.842268\n", " 0.499639\n", - " 0.499709\n", + " 0.499740\n", " 0.128144\n", " \n", " \n", @@ -328,7 +328,7 @@ " 0.514151\n", " 10.060481\n", " 0.501991\n", - " 0.502064\n", + " 0.502069\n", " 0.128347\n", " \n", " \n", @@ -339,8 +339,8 @@ " 0.523235\n", " 9.925025\n", " 0.498130\n", - " 0.498231\n", - " 0.132407\n", + " 0.498260\n", + " 0.132669\n", " \n", " \n", " 3\n", @@ -350,7 +350,7 @@ " 0.479149\n", " 9.937057\n", " 0.498220\n", - " 0.498264\n", + " 0.498269\n", " 0.120131\n", " \n", " \n", @@ -361,7 +361,7 @@ " 0.461457\n", " 10.015904\n", " 0.496870\n", - " 0.497100\n", + " 0.497106\n", " 0.114510\n", " \n", " \n", @@ -377,11 +377,11 @@ "4 4 0 10720 0.461457 10.015904 \n", "\n", " mean_nurse_utilisation mean_nurse_utilisation_tw mean_nurse_q_length \n", - "0 0.499639 0.499709 0.128144 \n", - "1 0.501991 0.502064 0.128347 \n", - "2 0.498130 0.498231 0.132407 \n", - "3 0.498220 0.498264 0.120131 \n", - "4 0.496870 0.497100 0.114510 " + "0 0.499639 0.499740 0.128144 \n", + "1 0.501991 0.502069 0.128347 \n", + "2 0.498130 0.498260 0.132669 \n", + "3 0.498220 0.498269 0.120131 \n", + "4 0.496870 0.497106 0.114510 " ] }, "metadata": {}, @@ -545,8 +545,8 @@ " 0.499037\n", " 9.978457\n", " 0.497670\n", - " 0.497785\n", - " 0.124588\n", + " 0.497804\n", + " 0.124599\n", " \n", " \n", " std_dev\n", @@ -555,7 +555,7 @@ " 0.115138\n", " 0.007524\n", " 0.007541\n", - " 0.017206\n", + " 0.017213\n", " \n", " \n", " lower_95_ci\n", @@ -563,8 +563,8 @@ " 0.474317\n", " 9.936224\n", " 0.494910\n", - " 0.495019\n", - " 0.118277\n", + " 0.495038\n", + " 0.118285\n", " \n", " \n", " upper_95_ci\n", @@ -572,8 +572,8 @@ " 0.523757\n", " 10.020690\n", " 0.500430\n", - " 0.500551\n", - " 0.130899\n", + " 0.500570\n", + " 0.130912\n", " \n", " \n", "\n", @@ -587,16 +587,16 @@ "upper_95_ci 10819.218919 0.523757 10.020690 \n", "\n", " mean_nurse_utilisation mean_nurse_utilisation_tw \\\n", - "mean 0.497670 0.497785 \n", + "mean 0.497670 0.497804 \n", "std_dev 0.007524 0.007541 \n", - "lower_95_ci 0.494910 0.495019 \n", - "upper_95_ci 0.500430 0.500551 \n", + "lower_95_ci 0.494910 0.495038 \n", + "upper_95_ci 0.500430 0.500570 \n", "\n", " mean_nurse_q_length \n", - "mean 0.124588 \n", - "std_dev 0.017206 \n", - "lower_95_ci 0.118277 \n", - "upper_95_ci 0.130899 " + "mean 0.124599 \n", + "std_dev 0.017213 \n", + "lower_95_ci 0.118285 \n", + "upper_95_ci 0.130912 " ] }, "metadata": {}, @@ -656,7 +656,7 @@ { "data": { "image/svg+xml": [ - "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" + "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" ] }, "metadata": {}, @@ -665,7 +665,7 @@ { "data": { "image/svg+xml": [ - "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" + "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" ] }, "metadata": {}, @@ -674,7 +674,7 @@ { "data": { "image/svg+xml": [ - "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" + "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" ] }, "metadata": {}, @@ -683,7 +683,7 @@ { "data": { "image/svg+xml": [ - "0.480.490.50.51012345678Mean nurse utilisationFrequency" + "0.480.490.50.51012345678Mean nurse utilisationFrequency" ] }, "metadata": {}, @@ -809,7 +809,7 @@ " 1.906132\n", " 9.949058\n", " 0.667461\n", - " 0.667618\n", + " 0.667636\n", " 0.639392\n", " 3\n", " 5\n", @@ -822,8 +822,8 @@ " 1.918952\n", " 10.148115\n", " 0.676693\n", - " 0.676931\n", - " 0.639968\n", + " 0.677008\n", + " 0.640044\n", " 3\n", " 5\n", " \n", @@ -835,7 +835,7 @@ " 1.976377\n", " 9.931685\n", " 0.665045\n", - " 0.665099\n", + " 0.665109\n", " 0.661766\n", " 3\n", " 5\n", @@ -848,8 +848,8 @@ " 1.959961\n", " 10.003235\n", " 0.667725\n", - " 0.667781\n", - " 0.655027\n", + " 0.667792\n", + " 0.655062\n", " 3\n", " 5\n", " \n", @@ -861,7 +861,7 @@ " 1.780232\n", " 9.980463\n", " 0.664761\n", - " 0.664886\n", + " 0.664891\n", " 0.592875\n", " 3\n", " 5\n", @@ -879,11 +879,11 @@ "4 4 0 14387 1.780232 9.980463 \n", "\n", " mean_nurse_utilisation mean_nurse_utilisation_tw mean_nurse_q_length \\\n", - "0 0.667461 0.667618 0.639392 \n", - "1 0.676693 0.676931 0.639968 \n", - "2 0.665045 0.665099 0.661766 \n", - "3 0.667725 0.667781 0.655027 \n", - "4 0.664761 0.664886 0.592875 \n", + "0 0.667461 0.667636 0.639392 \n", + "1 0.676693 0.677008 0.640044 \n", + "2 0.665045 0.665109 0.661766 \n", + "3 0.667725 0.667792 0.655062 \n", + "4 0.664761 0.664891 0.592875 \n", "\n", " patient_inter number_of_nurses \n", "0 3 5 \n", @@ -988,7 +988,7 @@ { "data": { "image/svg+xml": [ - "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" + "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1025,7 +1025,7 @@ { "data": { "image/svg+xml": [ - "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" + "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" ] }, "metadata": {}, @@ -1153,7 +1153,7 @@ { "data": { "image/svg+xml": [ - "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" + "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1357,73 +1357,73 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-01-28 14:12:55,304 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-28 14:12:55,305 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", - "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", - "2025-01-28 14:12:55,306 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-28 14:12:55,307 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", - "2025-01-28 14:12:55,307 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-28 14:12:55,307 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", - "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", - "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", - "2025-01-28 14:12:55,308 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", - "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", - "2025-01-28 14:12:55,309 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", - "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", - "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-28 14:12:55,310 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", - "2025-01-28 14:12:55,311 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-28 14:12:55,311 - INFO - logging.py:log():128 - ──────────\n", - "2025-01-28 14:12:55,311 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", - "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - ──────────\n", - "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-28 14:12:55,312 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-28 14:12:55,313 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-28 14:12:55,314 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-28 14:12:55,315 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-28 14:12:55,316 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-28 14:12:55,317 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-28 14:12:55,318 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-28 14:12:55,319 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-28 14:12:55,319 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-28 16:40:27,536 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-28 16:40:27,541 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-28 16:40:27,545 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", + "2025-01-28 16:40:27,546 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-28 16:40:27,548 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", + "2025-01-28 16:40:27,549 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-28 16:40:27,550 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", + "2025-01-28 16:40:27,552 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-28 16:40:27,553 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", + "2025-01-28 16:40:27,554 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-28 16:40:27,555 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", + "2025-01-28 16:40:27,558 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-28 16:40:27,559 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", + "2025-01-28 16:40:27,560 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-28 16:40:27,560 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", + "2025-01-28 16:40:27,561 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-28 16:40:27,562 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", + "2025-01-28 16:40:27,563 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-28 16:40:27,564 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", + "2025-01-28 16:40:27,564 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-28 16:40:27,565 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", + "2025-01-28 16:40:27,566 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-28 16:40:27,566 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", + "2025-01-28 16:40:27,567 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-28 16:40:27,568 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-28 16:40:27,568 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", + "2025-01-28 16:40:27,569 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-28 16:40:27,569 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-28 16:40:27,570 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-28 16:40:27,570 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-28 16:40:27,571 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-28 16:40:27,571 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-28 16:40:27,574 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-28 16:40:27,574 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-28 16:40:27,575 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-28 16:40:27,575 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-28 16:40:27,576 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-28 16:40:27,577 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-28 16:40:27,577 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-28 16:40:27,578 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-28 16:40:27,578 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-28 16:40:27,579 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-28 16:40:27,580 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-28 16:40:27,580 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-28 16:40:27,581 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-28 16:40:27,581 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-28 16:40:27,582 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-28 16:40:27,582 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-28 16:40:27,582 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-28 16:40:27,583 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-28 16:40:27,583 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-28 16:40:27,583 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-28 16:40:27,584 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-28 16:40:27,584 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-28 16:40:27,584 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-28 16:40:27,585 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-28 16:40:27,585 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-28 16:40:27,586 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-28 16:40:27,586 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-28 16:40:27,586 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-28 16:40:27,587 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-28 16:40:27,587 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-28 16:40:27,588 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-28 16:40:27,589 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-28 16:40:27,592 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-28 16:40:27,592 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-28 16:40:27,593 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -1563,7 +1563,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 28s\n" + "Notebook run time: 1m 6s\n" ] } ], diff --git a/notebooks/generate_exp_results.ipynb b/notebooks/generate_exp_results.ipynb index 9f77e0e..1ae6846 100644 --- a/notebooks/generate_exp_results.ipynb +++ b/notebooks/generate_exp_results.ipynb @@ -336,7 +336,7 @@ " 2.065396\n", " 9.622971\n", " 0.643006\n", - " 0.642751\n", + " 0.643006\n", " 0.554903\n", " \n", " \n", @@ -347,7 +347,7 @@ " 1.396755\n", " 10.186235\n", " 0.645640\n", - " 0.646154\n", + " 0.647690\n", " 0.355707\n", " \n", " \n", @@ -358,7 +358,7 @@ " 3.484284\n", " 10.733822\n", " 0.660790\n", - " 0.666590\n", + " 0.668319\n", " 0.858219\n", " \n", " \n", @@ -369,7 +369,7 @@ " 2.050522\n", " 10.511447\n", " 0.634541\n", - " 0.638077\n", + " 0.638407\n", " 0.502188\n", " \n", " \n", @@ -380,7 +380,7 @@ " 1.836706\n", " 9.742127\n", " 0.597097\n", - " 0.599347\n", + " 0.601461\n", " 0.451830\n", " \n", " \n", @@ -396,11 +396,11 @@ "4 4 0 369 1.836706 9.742127 \n", "\n", " mean_nurse_utilisation mean_nurse_utilisation_tw mean_nurse_q_length \n", - "0 0.643006 0.642751 0.554903 \n", - "1 0.645640 0.646154 0.355707 \n", - "2 0.660790 0.666590 0.858219 \n", - "3 0.634541 0.638077 0.502188 \n", - "4 0.597097 0.599347 0.451830 " + "0 0.643006 0.643006 0.554903 \n", + "1 0.645640 0.647690 0.355707 \n", + "2 0.660790 0.668319 0.858219 \n", + "3 0.634541 0.638407 0.502188 \n", + "4 0.597097 0.601461 0.451830 " ] }, "metadata": {}, @@ -635,7 +635,7 @@ " 2.166733\n", " 10.159320\n", " 0.636215\n", - " 0.638584\n", + " 0.639776\n", " 0.544569\n", " \n", " \n", @@ -644,7 +644,7 @@ " 0.784458\n", " 0.478668\n", " 0.023832\n", - " 0.024489\n", + " 0.024278\n", " 0.190098\n", " \n", " \n", @@ -653,7 +653,7 @@ " 1.192699\n", " 9.564976\n", " 0.606623\n", - " 0.608177\n", + " 0.609631\n", " 0.308532\n", " \n", " \n", @@ -662,7 +662,7 @@ " 3.140766\n", " 10.753665\n", " 0.665806\n", - " 0.668991\n", + " 0.669921\n", " 0.780607\n", " \n", " \n", @@ -677,10 +677,10 @@ "upper_95_ci 396.871659 3.140766 10.753665 \n", "\n", " mean_nurse_utilisation mean_nurse_utilisation_tw \\\n", - "mean 0.636215 0.638584 \n", - "std_dev 0.023832 0.024489 \n", - "lower_95_ci 0.606623 0.608177 \n", - "upper_95_ci 0.665806 0.668991 \n", + "mean 0.636215 0.639776 \n", + "std_dev 0.023832 0.024278 \n", + "lower_95_ci 0.606623 0.609631 \n", + "upper_95_ci 0.665806 0.669921 \n", "\n", " mean_nurse_q_length \n", "mean 0.544569 \n", diff --git a/outputs/example_overall.csv b/outputs/example_overall.csv index 905a14f..8deedfd 100644 --- a/outputs/example_overall.csv +++ b/outputs/example_overall.csv @@ -1,5 +1,5 @@ arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length -10776.741935483871,0.499036905566402,9.978456743390534,0.49767035119563796,0.49778467447803937,0.12458802034117737 -115.80327218806197,0.06739346957542013,0.11513823236530764,0.007524465631261531,0.007540597007787788,0.01720568342578357 -10734.264952313013,0.47431678135150124,9.936223698796068,0.4949103549196282,0.4950187611653494,0.11827692470880834 -10819.21891865473,0.5237570297813028,10.020689787985,0.5004303474716477,0.5005505877907294,0.1308991159735464 +10776.741935483871,0.499036905566402,9.978456743390534,0.49767035119563796,0.497804034286856,0.12459850290556283 +115.80327218806197,0.06739346957542013,0.11513823236530764,0.007524465631261531,0.0075405891452702024,0.017212719807337778 +10734.264952313013,0.47431678135150124,9.936223698796068,0.4949103549196282,0.4950381238581607,0.11828482630760263 +10819.21891865473,0.5237570297813028,10.020689787985,0.5004303474716477,0.5005699447155513,0.13091217950352302 diff --git a/outputs/example_run.csv b/outputs/example_run.csv index 580d1ad..cdec45f 100644 --- a/outputs/example_run.csv +++ b/outputs/example_run.csv @@ -1,32 +1,32 @@ run_number,scenario,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length -0,0,10972,0.504541081338615,9.84226781662332,0.4996386466177992,0.4997094613610211,0.12814409130665008 -1,0,10784,0.514150649003393,10.060480983450425,0.5019905433327594,0.502064256550978,0.1283472360845507 -2,0,10854,0.5232349226016817,9.925024519746302,0.4981297032213408,0.49823133874707154,0.1324071941666391 -3,0,10831,0.4791488631810612,9.9370571543943,0.49822049332297624,0.4982638436545642,0.12013104947023319 -4,0,10720,0.46145745726579823,10.015904147971671,0.4968703372055205,0.4971000995404679,0.11450981346966105 -5,0,10772,0.3882646868128185,9.884995942861282,0.492904233058074,0.49304721268899043,0.09681451866545558 -6,0,10831,0.4669381081669874,10.041799654744745,0.503356251584998,0.5033169859948308,0.11706959836936667 -7,0,10781,0.625888360901447,10.086979128063648,0.5034489381047406,0.5037349298112143,0.15619681525181714 +0,0,10972,0.504541081338615,9.84226781662332,0.4996386466177992,0.4997404525127849,0.12814409130665008 +1,0,10784,0.514150649003393,10.060480983450425,0.5019905433327594,0.502069010098797,0.1283472360845507 +2,0,10854,0.5232349226016817,9.925024519746302,0.4981297032213408,0.4982604514269931,0.1326692082859329 +3,0,10831,0.4791488631810612,9.9370571543943,0.49822049332297624,0.4982689502894135,0.12013104947023319 +4,0,10720,0.46145745726579823,10.015904147971671,0.4968703372055205,0.4971055007588973,0.11450981346966105 +5,0,10772,0.3882646868128185,9.884995942861282,0.492904233058074,0.4930559758823053,0.09681451866545558 +6,0,10831,0.4669381081669874,10.041799654744745,0.503356251584998,0.5034005361957391,0.11706959836936667 +7,0,10781,0.625888360901447,10.086979128063648,0.5034489381047406,0.5037422085180931,0.15619681525181714 8,0,10772,0.4684971326393017,10.202270228377186,0.508790994907774,0.5089130015618383,0.11682062761089254 -9,0,10705,0.5634349862001105,10.09260227901333,0.49997178325917613,0.5002042408148075,0.1399966447950717 -10,0,10927,0.562585969190057,10.083553615426284,0.5098373896503802,0.5099831780480953,0.14230039086434612 -11,0,10688,0.39781182403365434,9.893334037740962,0.4895233535105571,0.4896102199835747,0.09842159202017818 -12,0,11092,0.44530362984867583,9.810905063859671,0.5034276977164731,0.5034560301359091,0.11436285729213683 -13,0,10640,0.4397605749351992,9.933879963761742,0.48925457544062534,0.4892243098930909,0.10831140086366944 -14,0,10904,0.6107822771635987,10.167683587926042,0.513130373051619,0.5135275707547177,0.1541659710692565 -15,0,10849,0.47670998312351787,9.975581276412813,0.5009629889699926,0.5010211453918623,0.11971820849321864 -16,0,10719,0.428336230071242,9.809804967118032,0.4866947365248423,0.48682230223169853,0.10628092708642692 -17,0,10713,0.505574486075843,9.989154604862323,0.4954087210793937,0.49570388412668587,0.1253754506789469 -18,0,10568,0.3615821082986753,9.800182515281657,0.4793715775153063,0.4795651069171014,0.08845369723380557 -19,0,10707,0.4191589720392036,9.9193906381964,0.4915291568180775,0.49170197747337024,0.10388738688943873 -20,0,10845,0.6120142008002236,9.813774247048583,0.49261944375555833,0.492666922309052,0.15364106499255614 -21,0,10726,0.5173212645251098,9.858186468091487,0.48940978932654106,0.4895469034983069,0.1284441639651928 -22,0,10618,0.5316566599495316,9.969891296475984,0.4892835610032433,0.48936990129569896,0.13067431517000294 -23,0,10914,0.5270546197660896,9.925291785145637,0.5013818263178943,0.501432376992062,0.1331544935214607 -24,0,10660,0.5029697553047842,9.96454608027881,0.49160360886911897,0.4916211282340966,0.12411244424881943 -25,0,10685,0.6270646900660448,10.236338445072258,0.5060501169430693,0.5060869246801079,0.155101882934466 +9,0,10705,0.5634349862001105,10.09260227901333,0.49997178325917613,0.5002278075946729,0.1399966447950717 +10,0,10927,0.562585969190057,10.083553615426284,0.5098373896503802,0.5099889270180503,0.14230039086434612 +11,0,10688,0.39781182403365434,9.893334037740962,0.4895233535105571,0.48962710728052056,0.09842159202017818 +12,0,11092,0.44530362984867583,9.810905063859671,0.5034276977164731,0.5034590643983867,0.11437196007956935 +13,0,10640,0.4397605749351992,9.933879963761742,0.48925457544062534,0.4892677288083271,0.10831140086366944 +14,0,10904,0.6107822771635987,10.167683587926042,0.513130373051619,0.5135294499218972,0.1541659710692565 +15,0,10849,0.47670998312351787,9.975581276412813,0.5009629889699926,0.5010455334069686,0.11971820849321864 +16,0,10719,0.428336230071242,9.809804967118032,0.4866947365248423,0.4868274499224406,0.10628092708642692 +17,0,10713,0.505574486075843,9.989154604862323,0.4954087210793937,0.4957697619501451,0.1253754506789469 +18,0,10568,0.3615821082986753,9.800182515281657,0.4793715775153063,0.4795652084277097,0.08845369723380557 +19,0,10707,0.4191589720392036,9.9193906381964,0.4915291568180775,0.4917635127186296,0.10388738688943873 +20,0,10845,0.6120142008002236,9.813774247048583,0.49261944375555833,0.49267201493881163,0.15364106499255614 +21,0,10726,0.5173212645251098,9.858186468091487,0.48940978932654106,0.4895612849605359,0.1284441639651928 +22,0,10618,0.5316566599495316,9.969891296475984,0.4892835610032433,0.4893719186906082,0.13067431517000294 +23,0,10914,0.5270546197660896,9.925291785145637,0.5013818263178943,0.501433800156172,0.1331544935214607 +24,0,10660,0.5029697553047842,9.96454608027881,0.49160360886911897,0.49162164437257694,0.12411244424881943 +25,0,10685,0.6270646900660448,10.236338445072258,0.5060501169430693,0.5061407672693311,0.15515572552368928 26,0,10806,0.5061794260886525,10.039653295082593,0.5022615440123254,0.5023039700989318,0.126615159220231 -27,0,10748,0.4925537687951073,10.050997027592315,0.4999546777219452,0.5000883223037053,0.12254555340300495 -28,0,10589,0.4577189216542841,10.044180668559221,0.4923573694687436,0.49234245205738814,0.11219411253234293 -29,0,10863,0.5422405738480466,10.034383892923174,0.5046064549261675,0.504719890581045,0.13635091096554006 -30,0,10796,0.5102078888697092,9.922063713004379,0.49578999982774674,0.4959450210869338,0.12767905794112022 +27,0,10748,0.4925537687951073,10.050997027592315,0.4999546777219452,0.5001183558252156,0.12254555340300495 +28,0,10589,0.4577189216542841,10.044180668559221,0.4923573694687436,0.4923672645089264,0.11219411253234293 +29,0,10863,0.5422405738480466,10.034383892923174,0.5046064549261675,0.5047331518468727,0.13635091096554006 +30,0,10796,0.5102078888697092,9.922063713004379,0.49578999982774674,0.49597325153194355,0.12767905794112022 diff --git a/simulation/model.py b/simulation/model.py index af38b29..2a37de8 100644 --- a/simulation/model.py +++ b/simulation/model.py @@ -200,11 +200,11 @@ class MonitoredResource(simpy.Resource): Attributes: time_last_event (float): Time of last resource request or release. - queue_time (float): + area_n_in_queue (float): Total time that patients have spent queueing for the resource (i.e. sum of the times each patient spent waiting). Used to calculate the average queue length. - resource_busy_time (float): + area_resource_busy (float): Total time that resources have been in use during the simulation (i.e. sum of the times each individual resource was busy). Used to calculated utilisation. @@ -230,8 +230,8 @@ def init_results(self): Resets monitoring attributes to initial values. """ self.time_last_event = self._env.now - self.queue_time = 0.0 - self.resource_busy_time = 0.0 + self.area_n_in_queue = 0.0 + self.area_resource_busy = 0.0 def request(self, *args, **kwargs): """ @@ -277,7 +277,7 @@ def update_time_weighted_stats(self): Between every request or release of the resource, it calculates the relevant statistics - e.g.: - - Total waiting times (number of requests in queue * time) + - Total queue time (number of requests in queue * time) - Total resource use (number of resources in use * time) These are summed to return the totals from across the whole simulation. In Runner.run_single(), these are then used to calculate utilisation. @@ -296,28 +296,9 @@ def update_time_weighted_stats(self): # Update the statistics # len(self.queue) is the number of requests queued - self.queue_time += len(self.queue) * time_since_last_event + self.area_n_in_queue += len(self.queue) * time_since_last_event # self.count is the number of resources in use - self.resource_busy_time += self.count * time_since_last_event - - def end_of_run_cleanup(self, run_length): - """ - Cleans up and finalises statistics at the end of the simulation run. - - If the simulation ends while resources are still in use or requests are - still in the queue, the time between the last recorded event and the - simulation end will not have been accounted for. This method fills - in that gap, avoiding underestimation of resource usage and queue - sizes. - - Arguments: - run_length (float): - Duration of the simulation run. - """ - # Delay clean up until the entire simulation has completed - yield self._env.timeout(run_length) - # Update the time-weighted statistics - self.update_time_weighted_stats() + self.area_resource_busy += self.count * time_since_last_event class Exponential: @@ -354,7 +335,7 @@ def sample(self, size=None): Returns: float or numpy.ndarray: - A single sample if size is None, or an array of samples if + A single sample if size is None, or an array of samples if size is specified. """ return self.rand.exponential(self.mean, size=size) @@ -576,6 +557,9 @@ def warm_up_complete(self): # Delay process until warm-up period has completed yield self.env.timeout(self.param.warm_up_period) + # Reset results collection variables + self.init_results_variables() + # If there was a warm-up period, log that this time has passed so we # can distinguish between patients before and after warm-up in logs if self.param.warm_up_period > 0: @@ -583,9 +567,6 @@ def warm_up_complete(self): self.param.logger.log(f'{self.env.now:.2f}: Warm up complete.') self.param.logger.log('─' * 10) - # Reset results collection variables - self.init_results_variables() - def run(self): """ Runs the simulation for the specified duration. @@ -604,13 +585,21 @@ def run(self): self.env.process( self.interval_audit(interval=self.param.audit_interval)) - # Schedule process which will clean up monitoring of resources at the - # end of the run - self.env.process(self.nurse.end_of_run_cleanup(run_length)) - # Run the simulation self.env.run(until=run_length) + # If the simulation ends while resources are still in use or requests + # are still in the queue, the time between the last recorded event and + # the simulation end will not have been accounted for. Hence, we call + # update_time_weighted_stats() to run for last event --> end. + self.nurse.update_time_weighted_stats() + + # Error handling - if there was no data collection period, the + # simulation ends before it has a chance to reset the results, + # so we do so manually + if self.param.data_collection_period == 0: + self.init_results_variables() + # Convert list of patient objects into a list that just contains the # attributes of each of those patients as dictionaries self.results_list = [x.__dict__ for x in self.patients] @@ -674,7 +663,6 @@ def run_single(self, run): # Create dictionary recording the run results # Currently has two alternative methods of measuring utilisation - # TODO: Is mean_q_time_nurse and mean_nurse_q_length the same? run_results = { 'run_number': run, 'scenario': self.param.scenario_name, @@ -684,10 +672,10 @@ def run_single(self, run): 'mean_nurse_utilisation': (model.nurse_time_used / (self.param.number_of_nurses * self.param.data_collection_period)), - 'mean_nurse_utilisation_tw': (model.nurse.resource_busy_time / + 'mean_nurse_utilisation_tw': (model.nurse.area_resource_busy / (self.param.number_of_nurses * self.param.data_collection_period)), - 'mean_nurse_q_length': (model.nurse.queue_time / + 'mean_nurse_q_length': (model.nurse.area_n_in_queue / self.param.data_collection_period) } diff --git a/tests/exp_results/overall.csv b/tests/exp_results/overall.csv index 4d3f3e3..dbf57c7 100644 --- a/tests/exp_results/overall.csv +++ b/tests/exp_results/overall.csv @@ -1,5 +1,5 @@ ,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length -mean,378.0,2.1667325673589564,10.159320371752361,0.6362147508884318,0.6385838493112572,0.5445692746656905 -std_dev,15.198684153570664,0.7844583147114635,0.4786676748781607,0.02383218108751965,0.024489056062460362,0.19009766156834382 -lower_95_ci,359.12834106644124,1.192698919890132,9.564975952752244,0.606623189633386,0.6081766700485065,0.3085318521535542 -upper_95_ci,396.87165893355876,3.1407662148277806,10.75366479075248,0.6658063121434776,0.6689910285740079,0.7806066971778267 +mean,378.0,2.1667325673589564,10.159320371752361,0.6362147508884318,0.6397764054245421,0.5445692746656905 +std_dev,15.198684153570664,0.7844583147114635,0.4786676748781607,0.02383218108751965,0.024277980144559095,0.19009766156834382 +lower_95_ci,359.12834106644124,1.192698919890132,9.564975952752244,0.606623189633386,0.6096313115299372,0.3085318521535542 +upper_95_ci,396.87165893355876,3.1407662148277806,10.75366479075248,0.6658063121434776,0.6699214993191469,0.7806066971778267 diff --git a/tests/exp_results/run.csv b/tests/exp_results/run.csv index 28d4f0a..b7c840d 100644 --- a/tests/exp_results/run.csv +++ b/tests/exp_results/run.csv @@ -1,6 +1,6 @@ run_number,scenario,arrivals,mean_q_time_nurse,mean_time_with_nurse,mean_nurse_utilisation,mean_nurse_utilisation_tw,mean_nurse_q_length -0,0,403,2.065395937787463,9.622970542788952,0.6430060048077357,0.6427511004490071,0.5549030419522317 -1,0,382,1.3967545762785822,10.18623477209793,0.6456396558371599,0.6461544929803225,0.35570683209227894 -2,0,369,3.4842840540548505,10.733822459914006,0.6607899582685668,0.6665903474771238,0.8582185938875108 -3,0,367,2.0505219928782124,10.511446608041043,0.6345411517895263,0.6380766020091272,0.5021881615506957 -4,0,369,1.8367062757956718,9.742127475919874,0.5970969837391709,0.5993467036407059,0.45182974384573527 +0,0,403,2.065395937787463,9.622970542788952,0.6430060048077357,0.6430060048077361,0.5549030419522317 +1,0,382,1.3967545762785822,10.18623477209793,0.6456396558371599,0.6476900423541169,0.35570683209227894 +2,0,369,3.4842840540548505,10.733822459914006,0.6607899582685668,0.6683185188812463,0.8582185938875108 +3,0,367,2.0505219928782124,10.511446608041043,0.6345411517895263,0.6384068134475295,0.5021881615506957 +4,0,369,1.8367062757956718,9.742127475919874,0.5970969837391709,0.6014606476320816,0.45182974384573527 From b8ee8f83fc18311d7bf0f70e96ffc52b13351fa1 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 17:03:06 +0000 Subject: [PATCH 20/25] test(unittest): add some tests for MonitoredResource --- tests/test_unittest_model.py | 90 +++++++++++++++++++++++++++++++++--- 1 file changed, 83 insertions(+), 7 deletions(-) diff --git a/tests/test_unittest_model.py b/tests/test_unittest_model.py index 9ebca85..3e64e51 100644 --- a/tests/test_unittest_model.py +++ b/tests/test_unittest_model.py @@ -15,7 +15,9 @@ import numpy as np import pandas as pd import pytest -from simulation.model import Defaults, Exponential, Model, Runner +import simpy +from simulation.model import ( + Defaults, Exponential, Model, Runner, MonitoredResource) def test_new_attribute(): @@ -201,18 +203,14 @@ def helper_warmup(warm_up_period): # and queue time greater than 0 assert first_warmup['arrival_time'] > 500, ( 'Expect first patient to arrive after time 500 when model is run ' + - f'with warm-up, but got {first_warmup["arrival_time"]}.' + f'with warm-up (length 500), but got {first_warmup["arrival_time"]}.' ) assert first_warmup['q_time_nurse'] > 0, ( 'Expect first patient to need to queue in model with warm-up and ' + f'high arrival rate, but got {first_warmup["q_time_nurse"]}.' ) - # Check that model without warm-up has arrival and queue time of 0 - assert first_none['arrival_time'] == 0, ( - 'Expect first patient to arrive at time 0 when model is run ' + - f'without warm-up, but got {first_none["arrival_time"]}.' - ) + # Check that, in model without warm-up, first patient has 0 queue time assert first_none['q_time_nurse'] == 0, ( 'Expect first patient to have no wait time in model without warm-up ' + f'but got {first_none["q_time_nurse"]}.' @@ -429,3 +427,81 @@ def test_parallel(): pd.testing.assert_frame_equal( results['seq']['interval_audit'], results['par']['interval_audit']) assert results['seq']['run'] == results['par']['run'] + + +def test_consistent_metrics(): + """ + Presently, the simulation code includes a few different methods to + calculate the same metrics. We would expect each to return similar results + (with a little tolerance, as expect some deviation due to methodological + differences). + """ + # Run default model + experiment = Runner(Defaults()) + experiment.run_reps() + + # Absolute tolerance (atol) = +- 0.001 + + # Check nurse utilisation + pd.testing.assert_series_equal( + experiment.run_results_df['mean_nurse_utilisation'], + experiment.run_results_df['mean_nurse_utilisation_tw'], + atol=0.001, + check_names=False) + + +def test_monitoredresource_cleanup(): + """ + Run simple example and check that the monitored resource calculations + are as expected (e.g. clean-up was performed appropriately at end of + simulation). + """ + # Simulation setup + env = simpy.Environment() + resource = MonitoredResource(env, capacity=1) + + def process_task(env, resource, duration): + """Simulate a task that requests the resource.""" + with resource.request() as req: + yield req + yield env.timeout(duration) + + # Set run length + run_length = 12 + + # Schedule tasks to occur during the simulation + env.process(process_task(env, resource, duration=5)) # Task A + env.process(process_task(env, resource, duration=10)) # Task B + env.process(process_task(env, resource, duration=15)) # Task C + + # Run the simulation + env.run(until=run_length) + + # If the simulation ends while resources are still in use or requests are + # still in the queue, the time between the last recorded event and the + # simulation end will not have been accounted for. Hence, we call + # update_time_weighted_stats() to run for time between last event and end. + resource.update_time_weighted_stats() + + # Assertions + # At time=12: + # - Task A is done (0-5) + # - Task B is still using the resource (5-15) + # - Task C is still waiting in the queue (15-30) + # Hence... + + # Expected queue time: 17, as task B (5) + task C (12) + expected_queue_time = 17.0 + + # Expected busy time: 12, as one resource busy for the whole simulation + expected_busy_time = 12.0 + + # Run assertions + assert resource.area_n_in_queue == expected_queue_time, ( + f'Expected queue time {expected_queue_time} but ' + + f'observed {resource.area_n_in_queue}.' + ) + assert resource.area_resource_busy == expected_busy_time, ( + f'Expected queue time {expected_busy_time} but ' + + f'observed {resource.area_resource_busy}.' + ) From f7d5a41e807e292b2d77ef83f2361c21f2300537 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 17:04:07 +0000 Subject: [PATCH 21/25] bug(choosing parameters): running this notebook since changes, there has been a big change in the metrics over time --- notebooks/choosing_parameters.ipynb | 33 +++++++++++++------------ outputs/choose_param_cores.png | Bin 45395 -> 46026 bytes outputs/choose_param_time_series_1.png | Bin 96109 -> 103517 bytes outputs/choose_param_time_series_2.png | Bin 83955 -> 94649 bytes 4 files changed, 17 insertions(+), 16 deletions(-) diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index cf2ef79..fb2b0c9 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -232,7 +232,8 @@ " if warm_up is not None:\n", " full_figure.add_vline(\n", " x=warm_up, line_color='red', line_dash='dash',\n", - " annotation_text='Warm-up', annotation_position='top left',\n", + " annotation_text='Suggested warm-up length',\n", + " annotation_position='top left',\n", " annotation_font_color='red')\n", " i += 1\n", "\n", @@ -268,7 +269,7 @@ { "data": { "image/svg+xml": [ - "00.10.20.30.40500100015002000250030003500400000.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" + "0.30.350.40.450.50.550.650010001500200025003000350040000.10.20.30.40.50.60.70.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeSuggested warm-up lengthSuggested warm-up lengthSuggested warm-up length" ] }, "metadata": {}, @@ -295,7 +296,7 @@ { "data": { "image/svg+xml": [ - "00.10.20.30.40.5010k20k30k40k50k00.20.40.60.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeWarm-upWarm-upWarm-up" + "0.30.350.40.450.50.550.610k20k30k40k50k0.10.20.30.40.50.60.70.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeSuggested warm-up lengthSuggested warm-up lengthSuggested warm-up length" ] }, "metadata": {}, @@ -684,7 +685,7 @@ { "data": { "image/svg+xml": [ - "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" + "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" ] }, "metadata": {}, @@ -1317,7 +1318,7 @@ { "data": { "image/svg+xml": [ - "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" + "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" ] }, "metadata": {}, @@ -1613,7 +1614,7 @@ { "data": { "image/svg+xml": [ - "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" + "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" ] }, "metadata": {}, @@ -1658,20 +1659,20 @@ "Running with cores: 7.\n", "Running with cores: 8.\n", " cores run_time\n", - "0 1 4.5\n", - "1 2 3.5\n", - "2 3 2.5\n", - "3 4 2.0\n", - "4 5 2.0\n", - "5 6 2.0\n", - "6 7 2.0\n", - "7 8 1.0\n" + "0 1 10.5\n", + "1 2 8.5\n", + "2 3 6.5\n", + "3 4 6.0\n", + "4 5 4.5\n", + "5 6 4.5\n", + "6 7 4.5\n", + "7 8 2.5\n" ] }, { "data": { "image/svg+xml": [ - "1234567811.522.533.544.5Number of coresRun time (rounded to nearest .5 seconds)" + "12345678345678910Number of coresRun time (rounded to nearest .5 seconds)" ] }, "metadata": {}, @@ -1725,7 +1726,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 24s\n" + "Notebook run time: 1m 5s\n" ] } ], diff --git a/outputs/choose_param_cores.png b/outputs/choose_param_cores.png index 5fa323311eeb8ad0f5b0ce8742fccb415aff39c9..ed8161b466d69ff6f4baaee1e9d026fe5e0888f4 100644 GIT binary patch literal 46026 zcmeGEc{J7g`#z4_8)1_vLc%r_LP!}h?V^y#P^Lm=A@e-$%*tGu=eaT@iZT|VjFEYs z=XsvLk0w%3@6#fczq-K^@5EGl9z@nDdD@HhcR;`Hdg z@-r1AgYPr!T(1u4i%QyzN!;g#5D11n`HRFeNi4Z%+B)POqg60c*Lwxm_hX9AzbUsg 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zS0FlX4elyFBTD{F=Zr$aH}A2TH(*oChZ0t&dv=*W>`c;rIk1ss5xgbrJZ;oxJFJXX zq06|b!F1JN&fh9oTQlok;N7i_r#>2G(~>bH-wQ;(*s12(`W#xFik@QgP^mF{HCRwjEN1Xc=P{;^ z&wYxU$1V93B!BHJdC6l??>s4Yd5`{L0JQSq4I-x|d&l{~yznbe+f$w0LPDoA+z7(X z3cFX$4Vm^bA2~9YPC+%%P5xS?jbC>m541aNnRi$G`Yf@PX>ULE`K$mO;`}tm)iXB zH&o?eVk885)Rm}!If?C`Y1YK@N5;Qd`@}NIOV|l}=yf+5-x5>xq zNJx$u&viM^@M{CGyv*?w(o!?bHq`p+9c<;Im%eYN_+7D-?Az{P>oXH7aCEg_KqqRZ zHB|hv%CJ>o_GM)|a?HQS{k_A8QxMMyF2na}K8N4$_=oRV7l9j;^||Hy-xlzDWO$;c z0X!XrTxNscX7k^FiuJ!Q|6j8InXmqr;r@R-Y8Y{)eV;U~J9UOw@JB{c;acuhJ@5Ym DFLk%B From 618b1c377fcbcfd6021ce98c13914bf88fe279a8 Mon Sep 17 00:00:00 2001 From: amyheather Date: Tue, 28 Jan 2025 17:05:24 +0000 Subject: [PATCH 22/25] docs(README/.md): update README and RAP checklists --- README.md | 12 ++++++++++-- docs/heather_2025.md | 2 +- docs/nhs_rap.md | 2 +- 3 files changed, 12 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 983878c..6aa5a16 100644 --- a/README.md +++ b/README.md @@ -42,9 +42,9 @@ This repository provides a template for building discrete-event simulation (DES) ♻️ **Reproducible:** This template is designed to function as a RAP. It adheres to reproducibility recommendations from: * ["Levels of RAP" framework](https://nhsdigital.github.io/rap-community-of-practice/introduction_to_RAP/levels_of_RAP/) from the NHS RAP Community of Practice (`docs/nhs_rap.md`). -* Recommendations from [Heather et al. 2025](TODO:ADDLINK) "*On the reproducibility of discrete-event simulation studies in health research: an empirical study using open models*" (`docs/heather_2025.md`). +* Recommendations from [Heather et al. 2025](https://doi.org/10.48550/arXiv.2501.13137) "*On the reproducibility of discrete-event simulation studies in health research: an empirical study using open models*" (`docs/heather_2025.md`). -🚀 **Extendable:** This template adapts from and complements material from Sammi Rosser and Dan Chalk (2024) ["HSMA - the little book of DES"](https://github.com/hsma-programme/hsma6_des_book). The book includes additional advanced features that can be used to extend the model in this template, including: +🚀 **Extendable:** This template adapts from Sammi Rosser and Dan Chalk (2024) ["HSMA - the little book of DES"](https://github.com/hsma-programme/hsma6_des_book). The book includes additional advanced features that can be used to extend the model in this template, including: * Multiple activities * Branching paths @@ -150,6 +150,12 @@ To run tests, ensure environment is active and located in main directory (i.e. p pytest ``` +To run tests in parallel - + +``` +pytest -n auto +``` + The repository contains a GitHub action `tests.yaml` which will automatically run tests with new commits to GitHub. This is continuous integration, helping to catch bugs early and keep the code stable. It will run the tests on three operating systems: Ubuntu, Windows and Mac. If you have changed the model behaviour, you may wish to amend, remove or write new tests. @@ -234,6 +240,8 @@ The overall run time will vary depending on how the template model is used. A fe * `choosing_parameters.ipynb` - 22s * `generate_exp_results.ipynb` - 0s + + These times were obtained on an Intel Core i7-12700H with 32GB RAM running Ubuntu 24.04.1 Linux.
diff --git a/docs/heather_2025.md b/docs/heather_2025.md index 4bf6ffc..cd74a26 100644 --- a/docs/heather_2025.md +++ b/docs/heather_2025.md @@ -1,6 +1,6 @@ # Reproducibility recommendations from Heather et al. 2025 -As part of the project STARS (Sharing Tools and Artefacts for Reproducible Simulations), a series of computational reproducibility assessments were conducted by Heather et al. 2025 (**TODO: add DOI of pre-print**). From these, several recommendations were shared to support reproducibility of healthcare discrete-event simulation (DES) models. These are copied below. Those marked with a star (⭐) were identified as having the greatest impact in Heather et al. 2025. +As part of the project STARS (Sharing Tools and Artefacts for Reproducible Simulations), a series of computational reproducibility assessments were conducted by [Heather et al. 2025](https://doi.org/10.48550/arXiv.2501.13137). From these, several recommendations were shared to support reproducibility of healthcare discrete-event simulation (DES) models. These are copied below. Those marked with a star (⭐) were identified as having the greatest impact in Heather et al. 2025. ## Recommendations to support reproduction diff --git a/docs/nhs_rap.md b/docs/nhs_rap.md index 2250234..0b05fa1 100644 --- a/docs/nhs_rap.md +++ b/docs/nhs_rap.md @@ -15,7 +15,7 @@ RAP fundamentals offering resilience against future change. | Data produced by code in an open-source language (e.g., Python, R, SQL). | ✅ | Python | | Code is version controlled (see [Git basics](https://nhsdigital.github.io/rap-community-of-practice/training_resources/git/introduction-to-git/) and [using Git collaboratively](https://nhsdigital.github.io/rap-community-of-practice/training_resources/git/using-git-collaboratively/) guides). | ✅ | [GitHub](https://github.com/pythonhealthdatascience/rap_template_python_des/) | | Repository includes a README.md file (or equivalent) that clearly details steps a user must follow to reproduce the code (use [NHS Open Source Policy section on Readmes](https://github.com/nhsx/open-source-policy/blob/main/open-source-policy.md#b-readmes) as a guide). | ✅ | - | -| Code has been [peer reviewed](https://nhsdigital.github.io/rap-community-of-practice/implementing_RAP/workflow/code-review/). | ❌ | **TODO: Have code peer reviewed, record on GitHub - this would typically be through working on branches and then reviewing code in a pull request before it is merged into the already approved code. Could create empty branch.** | +| Code has been [peer reviewed](https://nhsdigital.github.io/rap-community-of-practice/implementing_RAP/workflow/code-review/). | ✅ | Peer reviewed by Tom Monks | | Code is [published in the open](https://nhsdigital.github.io/rap-community-of-practice/implementing_RAP/publishing_code/how-to-publish-your-code-in-the-open/) and linked to & from accompanying publication (if relevant). | ✅ & N/A | Shared openly. No publication. | ## 🥈 Silver From 7aafc1c7921c65a6d133dea48fe264bcd59da173 Mon Sep 17 00:00:00 2001 From: amyheather Date: Wed, 29 Jan 2025 09:56:23 +0000 Subject: [PATCH 23/25] style(plots): set template 'plotly_white' --- notebooks/analysis.ipynb | 156 +++++++++++++------------ notebooks/choosing_parameters.ipynb | 39 ++++--- outputs/choose_param_conf_int_1.png | Bin 39861 -> 37215 bytes outputs/choose_param_conf_int_2.png | Bin 57508 -> 54687 bytes outputs/choose_param_conf_int_3.png | Bin 46760 -> 44025 bytes outputs/choose_param_cores.png | Bin 46026 -> 42229 bytes outputs/choose_param_time_series_1.png | Bin 103517 -> 100173 bytes outputs/choose_param_time_series_2.png | Bin 94649 -> 90579 bytes outputs/scenario_nurse_util.png | Bin 59811 -> 57148 bytes outputs/scenario_nurse_wait.png | Bin 52487 -> 49694 bytes outputs/sensitivity_consult_time.png | Bin 44203 -> 42586 bytes outputs/spread_arrivals.png | Bin 19004 -> 17552 bytes outputs/spread_nurse_time.png | Bin 20712 -> 19626 bytes outputs/spread_nurse_util.png | Bin 20169 -> 18948 bytes outputs/spread_nurse_wait.png | Bin 20039 -> 18768 bytes 15 files changed, 100 insertions(+), 95 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index f6e416b..6d0b60e 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -638,7 +638,8 @@ " fig = px.histogram(experiment.run_results_df, x=column)\n", " fig.update_layout(\n", " xaxis_title=x_label,\n", - " yaxis_title='Frequency'\n", + " yaxis_title='Frequency',\n", + " template='plotly_white'\n", " )\n", "\n", " # Show figure\n", @@ -656,7 +657,7 @@ { "data": { "image/svg+xml": [ - "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" + "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" ] }, "metadata": {}, @@ -665,7 +666,7 @@ { "data": { "image/svg+xml": [ - "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" + "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" ] }, "metadata": {}, @@ -674,7 +675,7 @@ { "data": { "image/svg+xml": [ - "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" + "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" ] }, "metadata": {}, @@ -683,7 +684,7 @@ { "data": { "image/svg+xml": [ - "0.480.490.50.51012345678Mean nurse utilisationFrequency" + "0.480.490.50.51012345678Mean nurse utilisationFrequency" ] }, "metadata": {}, @@ -959,7 +960,8 @@ " fig.update_layout(\n", " xaxis_title=xaxis_title,\n", " yaxis_title=yaxis_title,\n", - " legend_title_text=legend_title\n", + " legend_title_text=legend_title,\n", + " template='plotly_white'\n", " )\n", "\n", " # Plot confidence interval lines\n", @@ -988,7 +990,7 @@ { "data": { "image/svg+xml": [ - "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" + "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1025,7 +1027,7 @@ { "data": { "image/svg+xml": [ - "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" + "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" ] }, "metadata": {}, @@ -1153,7 +1155,7 @@ { "data": { "image/svg+xml": [ - "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" + "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1357,73 +1359,73 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-01-28 16:40:27,536 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-28 16:40:27,541 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-28 16:40:27,545 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", - "2025-01-28 16:40:27,546 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-28 16:40:27,548 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", - "2025-01-28 16:40:27,549 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-28 16:40:27,550 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", - "2025-01-28 16:40:27,552 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-28 16:40:27,553 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", - "2025-01-28 16:40:27,554 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-28 16:40:27,555 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", - "2025-01-28 16:40:27,558 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-28 16:40:27,559 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", - "2025-01-28 16:40:27,560 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-28 16:40:27,560 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", - "2025-01-28 16:40:27,561 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-28 16:40:27,562 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", - "2025-01-28 16:40:27,563 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-28 16:40:27,564 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", - "2025-01-28 16:40:27,564 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-28 16:40:27,565 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", - "2025-01-28 16:40:27,566 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-28 16:40:27,566 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", - "2025-01-28 16:40:27,567 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-28 16:40:27,568 - INFO - logging.py:log():128 - ──────────\n", - "2025-01-28 16:40:27,568 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", - "2025-01-28 16:40:27,569 - INFO - logging.py:log():128 - ──────────\n", - "2025-01-28 16:40:27,569 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-28 16:40:27,570 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-28 16:40:27,570 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-28 16:40:27,571 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-28 16:40:27,571 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-28 16:40:27,574 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-28 16:40:27,574 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-28 16:40:27,575 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-28 16:40:27,575 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-28 16:40:27,576 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-28 16:40:27,577 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-28 16:40:27,577 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-28 16:40:27,578 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-28 16:40:27,578 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-28 16:40:27,579 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-28 16:40:27,580 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-28 16:40:27,580 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-28 16:40:27,581 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-28 16:40:27,581 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-28 16:40:27,582 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-28 16:40:27,582 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-28 16:40:27,582 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-28 16:40:27,583 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-28 16:40:27,583 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-28 16:40:27,583 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-28 16:40:27,584 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-28 16:40:27,584 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-28 16:40:27,584 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-28 16:40:27,585 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-28 16:40:27,585 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-28 16:40:27,586 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-28 16:40:27,586 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-28 16:40:27,586 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-28 16:40:27,587 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-28 16:40:27,587 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-28 16:40:27,588 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-28 16:40:27,589 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-28 16:40:27,592 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-28 16:40:27,592 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-28 16:40:27,593 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-29 09:54:55,823 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-29 09:54:55,823 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-29 09:54:55,824 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", + "2025-01-29 09:54:55,824 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-29 09:54:55,824 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", + "2025-01-29 09:54:55,824 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-29 09:54:55,824 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", + "2025-01-29 09:54:55,825 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-29 09:54:55,826 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", + "2025-01-29 09:54:55,827 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-29 09:54:55,828 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", + "2025-01-29 09:54:55,828 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-29 09:54:55,828 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-29 09:54:55,828 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", + "2025-01-29 09:54:55,829 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-29 09:54:55,829 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-29 09:54:55,829 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-29 09:54:55,830 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-29 09:54:55,830 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-29 09:54:55,830 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-29 09:54:55,830 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-29 09:54:55,831 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-29 09:54:55,831 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-29 09:54:55,831 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-29 09:54:55,832 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-29 09:54:55,833 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-29 09:54:55,833 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-29 09:54:55,833 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-29 09:54:55,833 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-29 09:54:55,834 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-29 09:54:55,834 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-29 09:54:55,834 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-29 09:54:55,835 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-29 09:54:55,835 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-29 09:54:55,835 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-29 09:54:55,835 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-29 09:54:55,835 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-29 09:54:55,836 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-29 09:54:55,836 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-29 09:54:55,836 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-29 09:54:55,836 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-29 09:54:55,836 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-29 09:54:55,836 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-29 09:54:55,837 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-29 09:54:55,837 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-29 09:54:55,837 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-29 09:54:55,837 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-29 09:54:55,838 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-29 09:54:55,838 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-29 09:54:55,838 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-29 09:54:55,838 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-29 09:54:55,838 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-29 09:54:55,839 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-29 09:54:55,839 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-29 09:54:55,839 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -1563,7 +1565,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 1m 6s\n" + "Notebook run time: 0m 27s\n" ] } ], diff --git a/notebooks/choosing_parameters.ipynb b/notebooks/choosing_parameters.ipynb index fb2b0c9..23e89c6 100644 --- a/notebooks/choosing_parameters.ipynb +++ b/notebooks/choosing_parameters.ipynb @@ -244,7 +244,8 @@ " full_figure.update_layout(\n", " width=1400,\n", " height=800,\n", - " showlegend=False\n", + " showlegend=False,\n", + " template='plotly_white'\n", " )\n", "\n", " # Show figure\n", @@ -269,7 +270,7 @@ { "data": { "image/svg+xml": [ - "0.30.350.40.450.50.550.650010001500200025003000350040000.10.20.30.40.50.60.70.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeSuggested warm-up lengthSuggested warm-up lengthSuggested warm-up length" + "0.30.350.40.450.50.550.650010001500200025003000350040000.10.20.30.40.50.60.70.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeSuggested warm-up lengthSuggested warm-up lengthSuggested warm-up length" ] }, "metadata": {}, @@ -296,7 +297,7 @@ { "data": { "image/svg+xml": [ - "0.30.350.40.450.50.550.610k20k30k40k50k0.10.20.30.40.50.60.70.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeSuggested warm-up lengthSuggested warm-up lengthSuggested warm-up length" + "0.30.350.40.450.50.550.610k20k30k40k50k0.10.20.30.40.50.60.70.8Run time (minutes)Run time (minutes)Cumulative mean nurse utilisationRunning mean nurse wait timeSuggested warm-up lengthSuggested warm-up lengthSuggested warm-up length" ] }, "metadata": {}, @@ -395,7 +396,8 @@ " y=['cumulative_mean', 'lower_ci', 'upper_ci'])\n", " fig.update_layout(\n", " xaxis_title='Number of replications',\n", - " yaxis_title=yaxis_title\n", + " yaxis_title=yaxis_title,\n", + " template='plotly_white'\n", " )\n", " if min_rep is not None:\n", " fig.add_vline(x=min_rep, line_color='red', line_dash='dash')\n", @@ -685,7 +687,7 @@ { "data": { "image/svg+xml": [ - "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" + "51015208.599.51010.511variablecumulative_meanlower_ciupper_ciNumber of replicationsMean time with nurse" ] }, "metadata": {}, @@ -1318,7 +1320,7 @@ { "data": { "image/svg+xml": [ - "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" + "10203040504244464850525456variablecumulative_meanlower_ciupper_ciNumber of replicationsMean wait time for nurse" ] }, "metadata": {}, @@ -1614,7 +1616,7 @@ { "data": { "image/svg+xml": [ - "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" + "510152048.54949.55050.55151.5variablecumulative_meanlower_ciupper_ciNumber of replicationsMean nurse utilisation" ] }, "metadata": {}, @@ -1659,20 +1661,20 @@ "Running with cores: 7.\n", "Running with cores: 8.\n", " cores run_time\n", - "0 1 10.5\n", - "1 2 8.5\n", - "2 3 6.5\n", - "3 4 6.0\n", - "4 5 4.5\n", - "5 6 4.5\n", - "6 7 4.5\n", - "7 8 2.5\n" + "0 1 5.0\n", + "1 2 3.5\n", + "2 3 2.5\n", + "3 4 2.0\n", + "4 5 2.0\n", + "5 6 2.0\n", + "6 7 2.0\n", + "7 8 1.0\n" ] }, { "data": { "image/svg+xml": [ - "12345678345678910Number of coresRun time (rounded to nearest .5 seconds)" + "1234567811.522.533.544.55Number of coresRun time (rounded to nearest .5 seconds)" ] }, "metadata": {}, @@ -1701,7 +1703,8 @@ "fig = px.line(timing_results, x='cores', y='run_time')\n", "fig.update_layout(\n", " xaxis_title='Number of cores',\n", - " yaxis_title='Run time (rounded to nearest .5 seconds)'\n", + " yaxis_title='Run time (rounded to nearest .5 seconds)',\n", + " template='plotly_white'\n", ")\n", "\n", "# Display and save figure\n", @@ -1726,7 +1729,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 1m 5s\n" + "Notebook run time: 0m 25s\n" ] } ], diff --git a/outputs/choose_param_conf_int_1.png b/outputs/choose_param_conf_int_1.png index 0b9f797e709a69739946fb2c22572e6d54231e03..1df7b267d1ea4f2c026b9362458a9cf764fbc21e 100644 GIT binary patch literal 37215 zcmeEuWmJ^!x;G%wNJ|JP(hVZrAR$Og2@EM9-3*Pw(5cd?lu|?I5DulJsB}4mpwxiU z_1?4h+55lGKIdKM;Bl{Pw9RodQeSSmb=BPbvsdaJJH z5@Y3l=LHwhT@%MRt{8pX>$teMii(PH)QZ`E@)ut%T#R@a$#h2Yj{r(S%P?<6 ztqK40<=}&rBWPPWBjZ!*zx*la63IXN13vt3m;QH_{&z3^e{tg4SW_~yVRzyQKPcW@ z=o=0H&6)D7k(FJPikY0C zfAUYiBrEcQuKJ2}bh-}<UZwq zkdOH`=|O#sgv600=r-(!(OO&xDZcC^B{}qNm_!hYNNRrkOVvAWgq!s}7gi#;wWcPD zKdEHGd6XK`VO0ISg&WadS;1+_52+>G4Mkw(q=!bW}lghb&&YC_0qI>K?jFx};9264M4bV&P8*oIs1J%4)b{MK;OSNQ{r5d&WQ z^3%2JDFYD#cga^nDO zk;DKW@Xgd%r%prrq4FH_*!RSBX60t><{^s}s#oJp0|deMcb+x0Hgb1bbYgSV)06%( zik@)lqa_Y|>DA`>=`nYj5>)=gi~iSSe1 zDFz8@x}Cjbg3mby>8+r0D6$;W-k7SW=j5869K+>8gbIXPMwOvYuS?^Xpl>$Yh9k}9 zdGfB(N$WzYb-5F52iw-C6`R~g(HG=mT31@5dOLqPgJ-ON^Th;dtx|z z>065Pk{`B4^T(F=)Y?&RcKn|b?-o?ZDMK??iW@bJmpzQ(smB}J4j${SBXEkv=%_@M zsidks$1&}hl{orm6k|x8C9CJY55kcZMK&jVkBQ)8x^=8e6NGWc$(KR!sPjw$zmr)p*7RaSokCOR0@$f_Y+0CM0tAtZXawE=4=F$w2Vc zPzMZoC_ieErlY0b@;+`;L>9~e6!IfsWD`6Y${J1#Z8H0m($h-(~>6Jb{I7`-Tdt4kWC?-d7wRzc~hUB%kh2?4ohO{vDH2Q8{@$7V+g-y{w zYD0|)j$i0NGB~T(@peWo@ut!reKmRCH-?6R1lFwk0M7+Pcq_ewJW81H z(m^}q4>iPgaw4a)w+?nlmh?c~gM2Z#I_xmvy~*5M?Ge|X?Qy;8H?ko+cRSBev|F;! zc~%sS@WRyY)7OHuiHaTVcUZXToyE7ie_3AkZVcQWWJj<@A1V!T9FX5Ch)KUH$UUt_{|Y`c!lDC0%B+m&keq638t`3B;fVRGXDYsqXK zxx55x)mM5!^kXuK6xiA^Il$8xHA0v{M~lDDkg7TF#-F1ue}ojXhsi-q6K3 zG6%u*P5-_L>eIuGaN4DOR4qDgbHDTC(wtE)l!0a_t)G?5ryKe7*5@M49CKvQ0Doew z!;(?pOP`A=aoAMYmgGGEk735*0}8#>rs_>k zQC%*;1Ac) z%6UN^mY*0x>Ko3HCiYRd{nBn?$yjkSx7C(cRgi zBe^+B*@*o<5u7K}kSP*b!Q(c8SA;H)%Dx8BIkgf9D=6jFpg!I%SX0+&muI#E?pr= z>7{o;E)(7ytW;M>#+B%)*ejn{5WlVVg{r1VQKx}~cQeN^piFeh!%k2RY`z0}4K3dX zsENmtbR>k-&S1ca8C?V86UTBp5}ofnIZrdHcXJ%M5uK=ykYLqt|Zg+iuYbZ zbflDyAOsxSEvwH%l}B)j%n&wIlkPLII-E(vZsLDVj>b2lvgw46u}SSqJ5sn1vlS1k zWBPL!l4{retn6AjGR+VCmL6!L4oKAwmqoy<3*LNttVRvdN{jg5n4+K;dGu{2o`954 zHEZJ~!|LV6 z4J7cFbxhV*ZC7{Iv1->f=8DOy=hv6uJyTyT`%o)o<42#G_n=*FCg_X6;^JadngjFm z1-F3#?+lcN3r?G#OQLu|(4!q`=Sw0+$xyuAPO(Rwos3k;O|q(1W2ce?H6|$r&~-tJ z=ow<8J7NM9C2utfji>yeZ?CQtW41$*J8&u{;=UIunDE^^uiZCDU^t7-rQew=x;86| z=93FuH@)9gTg|xsB~8NT*KZjyzU%~jc1^2KgOu`sr4^_it_FaB=-Nd*N6%Q}%4Te1O~vn_)uSLc}e7B91v?u{*C>w5Kq7H|=hl zT_1ateL^d~U z>DogLy!;S$g9C}X$me97xDb&Y%do3>ho#J@M9os9&8Lv-#YlVT?Eoi4t~E_g=8Ws2 zr%?J>UidG=!J#AOkiZwYOgoDwe#wzX=OuImdKcbP@-c}z56qSBK?3W@n16*Dzd^Pi zefJ~@x(so7B1QB3Iraufj4~n{*bVJf^idsX?6!t3!+usVmaln%$^Dkj_BWr9vApGH zm{RG2`Q? z*`yS5s;EEp<{~?BzGlMi;|#&#w!@+Y0e2BL>t;JlN$zqX*BZ+WUx%#CFDl5S3R zgX5HNGjS6YJJ2>%g2TFWPA4v2A(+8OE!M-^zdd`UQv`kienjycpFI^A7 zh@D>nJ$=^3cuC^x-52{q(xd%L{wqb2nl(P75(P{mn85Y8x`>5S%;s<{Oz6FabArH9 z<;FEVX#8l3?D1ZBe-RpPH0#ERbgxIytrWD+R|} z3wkqItL9(sES?9Wc(!K!aYf4?hco#lgr2j^_b^AyaNY`mVVI@N>7-j2^_gEeoE%tYt_77-F>Ad;sC z6*VBjdl?;`8L%byU35OgftO?}gseAVeK{>>_0cMRK}ht%8QID%$lQxmC zD7%7&AF*h+%N2KoL@1s;Li|Z(Sa+_w5o+Di-`xAlENNr;a+90R@&rZla#$6EZI64q z5FmF@KXo0+o_61XP|2V+biKG82hE_WLqP+_&hY@>!%05e!limN9fZ!zHFcY5 zfnbJzQt*zghWjVqEYp)D`!^-E6{v{5e4^b3dxUa0(ixE*m%xQ#f_inQyWavH<;q!( z#>JUV1nsn`KuQ!VJ!$I8&d8WDrdnOU6yEIJD%s>A%_o4HtVsWeX!S~Ov1xUbncmh8 zP%;WNer8hdDGg|!=$9`d9_!m9o;ygIfJOoq#ByZK`anpWW#}C2-Af8DNu@=4h+YOt zP%Cvaj5hQax$P83`h#IJ#7z+FANagi_i^#2f&|y;yeawf0IK4!JV^UW&VoQVB0oK! zTgT{@>^VySj-?_P8!^Aio+G)lmfD}4v9&6gff)&mek$MdiHy2LT`@olv;QUlRHG&y zu9aWPl9h?Ps)dg$J5p0ty?U2M_zGD;VjOm;fjZy}S?m8n0{3#65h0{b>+Vz@SYsco zZjOCQxXeSQIs-WN`_&FLBOAl>hkWm5utVN5(WVPj-vR?$Gt5vHqqNJJbq6| zmmc$T$&)@p9Z*59N0*>^2&R%P44@YT1z3d`Yt#OFbOqol|MNNw!?%LbUPsbhOvB(G~VC;1hvkNkKdq$Vp(-%VJ z8+Ug8ibO6;f>L}@*T6W}e#G**mf6uqGbV5E0t{|;SUXBzzh|KPb60SU(0RF66fRB# zpW0|Cx(D7f=yBi=r-pM{`}jl2C9dXP&J zWz>WcH@)%=umrZuH~vO0=PK`AosP^|bS#chlgEUYR_!mym!UhQJjL|&zY5v^!D3_M zSovuzj|A-O0l=Yq`;n&aASE))yHlj~w3WRH@X+p@u>&=X3UL}#pc%V;^?gA5A zusxqy$Mw9qM&u;Z85aV=NI?w|EIjefNG%KPiKe~k&(siK8Hp1Qpe2G$NxRK!3WKrq zeLiipC4yV-IXig-DKReN`y0w~7}!y3j6(DZ(PEWm*Z8GK`|AYzi&Q6w>b8@e!v_52 zFJHh*JK{Le7s;yD`#@WwxzsdQsMQ{2#8+~dVY912Tg)ThL zEF*X%A$E3hw>o+%0>Z|$>vN) zg#0E0*wPWrPWaDOH}Xva!_2Q@|;AgQvHE=8Zx$m0t}hC4ruaE>}U8(YF)^)-m31GI1Rup_@G zB+o6P&!+$DwV?0sjZ5EZj|?8KqX~zh?$iLyK3SBdcJ9iG1R_y2{mdNwB76Ok(l$dH zH$qM#n;U`Q3wOi($Q|V3R8}Qn#=%2@F1@(D{hV*iv-Ck&_H;&l&J(e^7PrkG1$g7_ z^9*>c03i3gG0Dg`=u-l=cD+c2MNtF@3ZD8V;DZgCc3`agbR_K4%xn}`<+B1Y+w*U5 zp{;Q@ueXm}Y(}=E`Pgl?WZCmn;N>B6-C^F8Ta&YD>+gx-tAtgj-&b*lomyJJ0vmD%zub#kQuS7O%k#y7m$Wm zi;;K>LR%R(X|>YfwkuR?lu?3Zoi6~m96ahZq$v%neGDmK;Sj?%2`T0q-r$$0vAKwxezMUi$i-q%cnxT zhTRZU^;8i>49j`ZleV(4PJFCiQyRtN;CJt-#t*sJ!Aw)0 zoQaodT{aV^u2W2_+ZlL80ERq`;Ii*9fW~tnE+rtLF=u28$(NB$6lpbkQ9G9eAK

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"metadata": {}, + "source": [ + "# Time-weighted averages\n", + "\n", + "This notebook provides some simple examples to explain the time-weighted average calculation used in the model." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext pycodestyle_magic\n", + "%pycodestyle_on\n", + "\n", + "import plotly.express as px\n", + "import plotly.io as pio\n", + "\n", + "pio.renderers.default = 'svg'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 1: Queue size" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we have a given queue size over time:\n", + "\n", + "| Interval | Queue Size | Duration |\n", + "|-------------|------------|----------|\n", + "| 0 - 14.4 | 0 | 14.4 |\n", + "| 14.4 - 15.2 | 1 | 0.8 |\n", + "| 15.2 - 16.1 | 2 | 0.9 |\n", + "| 16.1 - 17.0 | 3 | 0.9 |\n", + "\n", + "You can see that, for most of the time, there is no-one in the queue, but then a few people join at the end.\n", + "\n", + "Hence, we would logically expect to see an average queue size fairly close to 0." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "02468101214160123TimeQueue size" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Given data\n", + "time = [0.0, 14.4, 15.2, 16.1, 17.0]\n", + "queue = [0, 1, 2, 3, 3]\n", + "\n", + "fig = px.line(x=time, y=queue)\n", + "fig.update_traces(mode='lines', line_shape='hv')\n", + "fig.update_xaxes(dtick=2)\n", + "fig.update_yaxes(dtick=1)\n", + "fig.update_layout(\n", + " xaxis_title='Time',\n", + " yaxis_title='Queue size',\n", + " template='plotly_white')\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simple average\n", + "\n", + "#### Formula for simple average queue size:\n", + "\n", + "$$\n", + "\\text{Simple Average} = \\frac{\\sum (\\text{Queue Size})}{\\text{Number of Intervals}}\n", + "$$\n", + "\n", + "#### Applying values:\n", + "\n", + "$$\n", + "= \\frac{0 + 1 + 2 + 3}{4}\n", + "$$\n", + "\n", + "$$\n", + "= \\frac{6}{4} = 1.5\n", + "$$\n", + "\n", + "With a simple average, we find quite a high average: 1.5." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Simple Average Queue Size: 1.5\n" + ] + } + ], + "source": [ + "simple_avg = sum(queue[:-1]) / len(queue[:-1])\n", + "print(f'Simple Average Queue Size: {simple_avg}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Time-weighted average\n", + "\n", + "#### Formula for time-weighted average queue size:\n", + "\n", + "$$\n", + "\\text{Time-Weighted Average} = \\frac{\\sum (\\text{Queue Size} \\times \\text{Time Duration})}{\\text{Total Time}}\n", + "$$\n", + "\n", + "#### Applying values:\n", + "\n", + "$$\n", + "= \\frac{(0 \\times 14.4) + (1 \\times 0.8) + (2 \\times 0.9) + (3 \\times 0.9)}{17.0}\n", + "$$\n", + "\n", + "$$\n", + "= \\frac{0 + 0.8 + 1.8 + 2.7}{17.0}\n", + "$$\n", + "\n", + "$$\n", + "= \\frac{5.3}{17.0} \\approx 0.312\n", + "$$\n", + "\n", + "The time-weighted average better meets our expectations, being fairly close to 0." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time-Weighted Average Queue Size: 0.3117647058823529\n" + ] + } + ], + "source": [ + "# Compute time-weighted sum\n", + "weighted_sum = sum(\n", + " queue[i] * (time[i+1] - time[i]) for i in range(len(time)-1))\n", + "\n", + "# Total time duration\n", + "total_time = time[-1] - time[0]\n", + "\n", + "# Compute time-weighted average\n", + "time_weighted_avg = weighted_sum / total_time\n", + "\n", + "print(f'Time-Weighted Average Queue Size: {time_weighted_avg}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 2: Utilisation\n", + "\n", + "Building on our queue example:\n", + "\n", + "* There are **2 nurses** in this system.\n", + "* Five patients arrive during the observation period - 2 at the start, and 3 near the end.\n", + "* **Patients A and B** are seen immediately, and each has a long consultation.\n", + "* **Patients C, D, and E** arrive and wait in the queue since no nurses are available, and are still waiting at the end of the observation period." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "| Time | Event | Patients in system | Nurses busy | Queue size |\n", + "| - | - | - | - | - |\n", + "| 0.0 | Clinic opens |0 | 0 | 0 |\n", + "| 1.2 | Patient A arrives, sees nurse for 19 | 1 | 1 | 0 |\n", + "| 2.3 | Patient B arrives, sees nurse for 20 | 2 | 2 | 0 |\n", + "| 14.4 | Patient C arrives, waits for nurse | 3 | 2 | 1 |\n", + "| 15.2 | Patient D arrives, waits for nurse | 4 | 2 | 2 |\n", + "| 16.1 | Patient E arrives, waits for nurse | 5 | 2 | 3 |\n", + "| 17.0 | Simulation ends, three patients waiting still | 5 | 2 | 3 |" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The utilisation of the nurses will depend on how many are busy at each point in time.\n", + "\n", + "* When **no nurses** are busy, utilisation is **0.0** (i.e. 0%).\n", + "* When **one nurse** is busy, utilisation is **0.5** (i.e. 50%).\n", + "* When **two nurses** are busy, utilisation is **1.0** (i.e. 100%)." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "024681012141600.51TimeNurse utilisation" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time = [0.0, 1.2, 2.3, 14.4, 15.2, 16.1, 17.0]\n", + "utilisation = [0, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0]\n", + "\n", + "fig = px.line(x=time, y=utilisation)\n", + "fig.update_traces(mode='lines', line_shape='hv')\n", + "fig.update_xaxes(dtick=2)\n", + "fig.update_yaxes(dtick=0.5)\n", + "fig.update_layout(\n", + " xaxis_title='Time',\n", + " yaxis_title='Nurse utilisation',\n", + " template='plotly_white')\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this scenario, we'd expect to see an average utilisation close to 1, as there was full utilisation for most of the observation period." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simple average\n", + "\n", + "#### Formula for simple average utilisation\n", + "\n", + "$$\n", + "\\text{Simple Average} = \\frac{\\sum (\\text{Utilisation})}{\\text{Number of Intervals}}\n", + "$$\n", + "\n", + "#### Applying values:\n", + "\n", + "$$\n", + "= \\frac{0 + 0.5 + 1 + 1 + 1 + 1 + 1}{7} = 0.7857\n", + "$$\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Simple Average Utilisation: 0.7857142857142857\n" + ] + } + ], + "source": [ + "simple_avg = sum(utilisation) / len(utilisation)\n", + "print(f'Simple Average Utilisation: {simple_avg}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Time-weighted average\n", + "\n", + "#### Formula for time-weighted utilisation\n", + "\n", + "$$\n", + "\\text{Time-Weighted Average} = \\frac{\\sum (\\text{Utilisation} \\times \\text{Time Duration})}{\\text{Total Time}}\n", + "$$\n", + "\n", + "#### Applying values:\n", + "\n", + "$$\n", + "= \\frac{(0 \\times 1.2) + (0.5 \\times 1.1) + (1 \\times 14.7)}{17.0}\n", + "$$\n", + "\n", + "$$\n", + "= \\frac{0 + 0.55 + 14.7}{17.0} \\approx 0.897\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time-Weighted Average Utilisation: 0.8970588235294119\n" + ] + } + ], + "source": [ + "weighted_sum = sum(\n", + " utilisation[i] * (time[i+1] - time[i]) for i in range(len(time)-1)\n", + ")\n", + "\n", + "# Total time duration\n", + "total_time = time[-1] - time[0]\n", + "\n", + "time_weighted_avg = weighted_sum / total_time\n", + "print(f'Time-Weighted Average Utilisation: {time_weighted_avg}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "When calculating the time-weighted average, we indeed observe a higher average utilisation, better reflecting the reality of utilisation during the observation period." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "template-des", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 0cea60954a76a417a934036632cfd63f3326df0a Mon Sep 17 00:00:00 2001 From: amyheather Date: Wed, 29 Jan 2025 13:50:40 +0000 Subject: [PATCH 25/25] style(analysis): removed legend (got re-add accidentally when dealing with merge conflicts) --- notebooks/analysis.ipynb | 155 +++++++++++++++++----------------- outputs/spread_arrivals.png | Bin 20520 -> 17552 bytes outputs/spread_nurse_time.png | Bin 23638 -> 19626 bytes outputs/spread_nurse_util.png | Bin 22911 -> 18948 bytes outputs/spread_nurse_wait.png | Bin 22301 -> 18768 bytes 5 files changed, 78 insertions(+), 77 deletions(-) diff --git a/notebooks/analysis.ipynb b/notebooks/analysis.ipynb index 5556caf..d7a2e7f 100644 --- a/notebooks/analysis.ipynb +++ b/notebooks/analysis.ipynb @@ -770,7 +770,7 @@ { "data": { "image/svg+xml": [ - "10.6k10.8k11k024681012Patient Arrivals (n)Select a KPI from the drop down listPatient Arrivals" + "10.6k10.8k11k024681012Patient Arrivals (n)Select a KPI from the drop down listPatient Arrivals" ] }, "metadata": {}, @@ -828,7 +828,8 @@ " fig.update_layout(\n", " xaxis_title=x_label,\n", " yaxis_title='Frequency',\n", - " template='plotly_white')\n", + " template='plotly_white',\n", + " showlegend=False)\n", "\n", " # Show figure\n", " fig.show()\n", @@ -845,7 +846,7 @@ { "data": { "image/svg+xml": [ - "10.5k10.6k10.7k10.8k10.9k11k024681012variablearrivalsArrivalsFrequency" + "10.5k10.6k10.7k10.8k10.9k11k024681012ArrivalsFrequency" ] }, "metadata": {}, @@ -854,7 +855,7 @@ { "data": { "image/svg+xml": [ - "0.350.40.450.50.550.60.650246810variablemean_q_time_nurseMean wait time for nurseFrequency" + "0.350.40.450.50.550.60.650246810Mean wait time for nurseFrequency" ] }, "metadata": {}, @@ -863,7 +864,7 @@ { "data": { "image/svg+xml": [ - "9.89.91010.110.20123456789variablemean_time_with_nurseMean length of nurse consultationFrequency" + "9.89.91010.110.20123456789Mean length of nurse consultationFrequency" ] }, "metadata": {}, @@ -872,7 +873,7 @@ { "data": { "image/svg+xml": [ - "0.480.490.50.51012345678variablemean_nurse_utilisationMean nurse utilisationFrequency" + "0.480.490.50.51012345678Mean nurse utilisationFrequency" ] }, "metadata": {}, @@ -1184,7 +1185,7 @@ { "data": { "image/svg+xml": [ - "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" + "3456700.511.52Nurses5678Patient inter-arrival timeMean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1221,7 +1222,7 @@ { "data": { "image/svg+xml": [ - "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" + "345670.20.30.40.50.6Nurses5678Patient inter-arrival timeMean nurse utilisation" ] }, "metadata": {}, @@ -1349,7 +1350,7 @@ { "data": { "image/svg+xml": [ - "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" + "89101112131415012345Mean nurse consultation time (minutes)Mean wait time for nurse (minutes)" ] }, "metadata": {}, @@ -1553,73 +1554,73 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-01-29 13:26:34,058 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", - "2025-01-29 13:26:34,060 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", - "2025-01-29 13:26:34,060 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", - "2025-01-29 13:26:34,061 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", - "2025-01-29 13:26:34,062 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", - "2025-01-29 13:26:34,062 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", - "2025-01-29 13:26:34,062 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", - "2025-01-29 13:26:34,063 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", - "2025-01-29 13:26:34,063 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", - "2025-01-29 13:26:34,063 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", - "2025-01-29 13:26:34,063 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", - "2025-01-29 13:26:34,064 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", - "2025-01-29 13:26:34,064 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", - "2025-01-29 13:26:34,064 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", - "2025-01-29 13:26:34,065 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", - "2025-01-29 13:26:34,065 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", - "2025-01-29 13:26:34,065 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", - "2025-01-29 13:26:34,065 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", - "2025-01-29 13:26:34,066 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", - "2025-01-29 13:26:34,066 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", - "2025-01-29 13:26:34,066 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", - "2025-01-29 13:26:34,066 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", - "2025-01-29 13:26:34,067 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", - "2025-01-29 13:26:34,067 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", - "2025-01-29 13:26:34,067 - INFO - logging.py:log():128 - ──────────\n", - "2025-01-29 13:26:34,067 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", - "2025-01-29 13:26:34,067 - INFO - logging.py:log():128 - ──────────\n", - "2025-01-29 13:26:34,068 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", - "2025-01-29 13:26:34,068 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", - "2025-01-29 13:26:34,068 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", - "2025-01-29 13:26:34,069 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", - "2025-01-29 13:26:34,069 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", - "2025-01-29 13:26:34,070 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", - "2025-01-29 13:26:34,070 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", - "2025-01-29 13:26:34,071 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", - "2025-01-29 13:26:34,071 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", - "2025-01-29 13:26:34,074 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", - "2025-01-29 13:26:34,074 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", - "2025-01-29 13:26:34,074 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", - "2025-01-29 13:26:34,075 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", - "2025-01-29 13:26:34,075 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", - "2025-01-29 13:26:34,075 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", - "2025-01-29 13:26:34,075 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", - "2025-01-29 13:26:34,076 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", - "2025-01-29 13:26:34,076 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", - "2025-01-29 13:26:34,076 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", - "2025-01-29 13:26:34,077 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", - "2025-01-29 13:26:34,077 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", - "2025-01-29 13:26:34,077 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", - "2025-01-29 13:26:34,077 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", - "2025-01-29 13:26:34,077 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", - "2025-01-29 13:26:34,077 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", - "2025-01-29 13:26:34,078 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", - "2025-01-29 13:26:34,078 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", - "2025-01-29 13:26:34,078 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", - "2025-01-29 13:26:34,078 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", - "2025-01-29 13:26:34,078 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", - "2025-01-29 13:26:34,079 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", - "2025-01-29 13:26:34,080 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", - "2025-01-29 13:26:34,080 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", - "2025-01-29 13:26:34,080 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" + "2025-01-29 13:39:29,576 - INFO - logging.py:log():128 - Initialised model: {'param': , 'run_number': 0, 'env': , 'nurse': , 'patients': [], 'nurse_time_used': 0, 'nurse_consult_count': 0, 'running_mean_nurse_wait': 0, 'audit_list': [], 'results_list': [], 'patient_inter_arrival_dist': , 'nurse_consult_time_dist': }\n", + "2025-01-29 13:39:29,577 - INFO - logging.py:log():128 - Parameters: {'_initialising': False, 'patient_inter': 4, 'mean_n_consult_time': 10, 'number_of_nurses': 5, 'warm_up_period': 50, 'data_collection_period': 100, 'number_of_runs': 1, 'audit_interval': 120, 'scenario_name': 0, 'cores': 0, 'logger': }\n", + "2025-01-29 13:39:29,577 - INFO - logging.py:log():128 - Patient 1 arrives at: 0.000\n", + "2025-01-29 13:39:29,577 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 0.000 minutes. Consultation length: 8.031 minutes.\n", + "2025-01-29 13:39:29,578 - INFO - logging.py:log():128 - Patient 2 arrives at: 13.174\n", + "2025-01-29 13:39:29,578 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 13.174 minutes. Consultation length: 3.820 minutes.\n", + "2025-01-29 13:39:29,578 - INFO - logging.py:log():128 - Patient 3 arrives at: 16.227\n", + "2025-01-29 13:39:29,578 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 16.227 minutes. Consultation length: 3.642 minutes.\n", + "2025-01-29 13:39:29,578 - INFO - logging.py:log():128 - Patient 4 arrives at: 21.236\n", + "2025-01-29 13:39:29,579 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 21.236 minutes. Consultation length: 5.295 minutes.\n", + "2025-01-29 13:39:29,579 - INFO - logging.py:log():128 - Patient 5 arrives at: 22.140\n", + "2025-01-29 13:39:29,579 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 22.140 minutes. Consultation length: 27.884 minutes.\n", + "2025-01-29 13:39:29,579 - INFO - logging.py:log():128 - Patient 6 arrives at: 23.023\n", + "2025-01-29 13:39:29,579 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 23.023 minutes. Consultation length: 19.610 minutes.\n", + "2025-01-29 13:39:29,579 - INFO - logging.py:log():128 - Patient 7 arrives at: 30.223\n", + "2025-01-29 13:39:29,580 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 30.223 minutes. Consultation length: 9.490 minutes.\n", + "2025-01-29 13:39:29,580 - INFO - logging.py:log():128 - Patient 8 arrives at: 30.487\n", + "2025-01-29 13:39:29,580 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 30.487 minutes. Consultation length: 41.665 minutes.\n", + "2025-01-29 13:39:29,580 - INFO - logging.py:log():128 - Patient 9 arrives at: 34.089\n", + "2025-01-29 13:39:29,580 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 34.089 minutes. Consultation length: 5.874 minutes.\n", + "2025-01-29 13:39:29,581 - INFO - logging.py:log():128 - Patient 10 arrives at: 35.270\n", + "2025-01-29 13:39:29,581 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 35.270 minutes. Consultation length: 27.882 minutes.\n", + "2025-01-29 13:39:29,581 - INFO - logging.py:log():128 - Patient 11 arrives at: 44.470\n", + "2025-01-29 13:39:29,581 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 44.470 minutes. Consultation length: 24.915 minutes.\n", + "2025-01-29 13:39:29,582 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-29 13:39:29,582 - INFO - logging.py:log():128 - 50.00: Warm up complete.\n", + "2025-01-29 13:39:29,582 - INFO - logging.py:log():128 - ──────────\n", + "2025-01-29 13:39:29,582 - INFO - logging.py:log():128 - Patient 1 arrives at: 51.904\n", + "2025-01-29 13:39:29,582 - INFO - logging.py:log():128 - Patient 1 is seen by nurse after 51.904 minutes. Consultation length: 18.079 minutes.\n", + "2025-01-29 13:39:29,583 - INFO - logging.py:log():128 - Patient 2 arrives at: 51.963\n", + "2025-01-29 13:39:29,583 - INFO - logging.py:log():128 - Patient 2 is seen by nurse after 51.963 minutes. Consultation length: 3.102 minutes.\n", + "2025-01-29 13:39:29,583 - INFO - logging.py:log():128 - Patient 3 arrives at: 74.349\n", + "2025-01-29 13:39:29,583 - INFO - logging.py:log():128 - Patient 3 is seen by nurse after 74.349 minutes. Consultation length: 26.745 minutes.\n", + "2025-01-29 13:39:29,583 - INFO - logging.py:log():128 - Patient 4 arrives at: 77.534\n", + "2025-01-29 13:39:29,584 - INFO - logging.py:log():128 - Patient 4 is seen by nurse after 77.534 minutes. Consultation length: 0.748 minutes.\n", + "2025-01-29 13:39:29,584 - INFO - logging.py:log():128 - Patient 5 arrives at: 78.932\n", + "2025-01-29 13:39:29,584 - INFO - logging.py:log():128 - Patient 5 is seen by nurse after 78.932 minutes. Consultation length: 0.528 minutes.\n", + "2025-01-29 13:39:29,584 - INFO - logging.py:log():128 - Patient 6 arrives at: 86.815\n", + "2025-01-29 13:39:29,584 - INFO - logging.py:log():128 - Patient 6 is seen by nurse after 86.815 minutes. Consultation length: 2.435 minutes.\n", + "2025-01-29 13:39:29,585 - INFO - logging.py:log():128 - Patient 7 arrives at: 89.783\n", + "2025-01-29 13:39:29,585 - INFO - logging.py:log():128 - Patient 7 is seen by nurse after 89.783 minutes. Consultation length: 9.666 minutes.\n", + "2025-01-29 13:39:29,585 - INFO - logging.py:log():128 - Patient 8 arrives at: 89.807\n", + "2025-01-29 13:39:29,585 - INFO - logging.py:log():128 - Patient 8 is seen by nurse after 89.807 minutes. Consultation length: 7.005 minutes.\n", + "2025-01-29 13:39:29,585 - INFO - logging.py:log():128 - Patient 9 arrives at: 93.118\n", + "2025-01-29 13:39:29,586 - INFO - logging.py:log():128 - Patient 9 is seen by nurse after 93.118 minutes. Consultation length: 20.185 minutes.\n", + "2025-01-29 13:39:29,586 - INFO - logging.py:log():128 - Patient 10 arrives at: 95.598\n", + "2025-01-29 13:39:29,586 - INFO - logging.py:log():128 - Patient 10 is seen by nurse after 95.598 minutes. Consultation length: 7.651 minutes.\n", + "2025-01-29 13:39:29,587 - INFO - logging.py:log():128 - Patient 11 arrives at: 98.019\n", + "2025-01-29 13:39:29,587 - INFO - logging.py:log():128 - Patient 11 is seen by nurse after 98.019 minutes. Consultation length: 27.908 minutes.\n", + "2025-01-29 13:39:29,587 - INFO - logging.py:log():128 - Patient 12 arrives at: 109.379\n", + "2025-01-29 13:39:29,587 - INFO - logging.py:log():128 - Patient 12 is seen by nurse after 109.379 minutes. Consultation length: 16.811 minutes.\n", + "2025-01-29 13:39:29,587 - INFO - logging.py:log():128 - Patient 13 arrives at: 110.322\n", + "2025-01-29 13:39:29,588 - INFO - logging.py:log():128 - Patient 13 is seen by nurse after 110.322 minutes. Consultation length: 24.157 minutes.\n", + "2025-01-29 13:39:29,588 - INFO - logging.py:log():128 - Patient 14 arrives at: 120.342\n", + "2025-01-29 13:39:29,588 - INFO - logging.py:log():128 - Patient 14 is seen by nurse after 120.342 minutes. Consultation length: 1.451 minutes.\n", + "2025-01-29 13:39:29,588 - INFO - logging.py:log():128 - Patient 15 arrives at: 121.643\n", + "2025-01-29 13:39:29,588 - INFO - logging.py:log():128 - Patient 15 is seen by nurse after 121.643 minutes. Consultation length: 1.343 minutes.\n", + "2025-01-29 13:39:29,589 - INFO - logging.py:log():128 - Patient 16 arrives at: 127.827\n", + "2025-01-29 13:39:29,589 - INFO - logging.py:log():128 - Patient 16 is seen by nurse after 127.827 minutes. Consultation length: 1.554 minutes.\n", + "2025-01-29 13:39:29,589 - INFO - logging.py:log():128 - Patient 17 arrives at: 132.055\n", + "2025-01-29 13:39:29,589 - INFO - logging.py:log():128 - Patient 17 is seen by nurse after 132.055 minutes. Consultation length: 15.623 minutes.\n", + "2025-01-29 13:39:29,589 - INFO - logging.py:log():128 - Patient 18 arrives at: 133.617\n", + "2025-01-29 13:39:29,590 - INFO - logging.py:log():128 - Patient 18 is seen by nurse after 133.617 minutes. Consultation length: 4.688 minutes.\n", + "2025-01-29 13:39:29,590 - INFO - logging.py:log():128 - Patient 19 arrives at: 136.346\n", + "2025-01-29 13:39:29,590 - INFO - logging.py:log():128 - Patient 19 is seen by nurse after 136.346 minutes. Consultation length: 2.612 minutes.\n", + "2025-01-29 13:39:29,590 - INFO - logging.py:log():128 - Patient 20 arrives at: 144.142\n", + "2025-01-29 13:39:29,590 - INFO - logging.py:log():128 - Patient 20 is seen by nurse after 144.142 minutes. Consultation length: 6.348 minutes.\n" ] } ], @@ -1759,7 +1760,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook run time: 0m 26s\n" + "Notebook run time: 0m 27s\n" ] } ], diff --git a/outputs/spread_arrivals.png b/outputs/spread_arrivals.png index 1bc848365042bb6bb61748d30b0c9fead195c9a3..4e0832995500a8759dc3ed4715c094256bd5e85a 100644 GIT binary patch literal 17552 zcmeHvXH-+$);7kVAW{_RRS{5WqSB;AJ&1xdQ4m5=I7$bRlF*3_q^hWNf+8T&M5Koz zEjB!jrt=-5I^2Jwd z9*7rEt!&8MZ=^zZb-&qv;CcmE?s?neS#WH9HNL|hHWr7(~nE3$u)`X%}2sF z{s}%$l@_J&!@*Y@YcLipOt>=F{K4Okz^#sNKFcBc&}kb+scY)8AVdmUA6(Z;{YB+yI?T4yxwf(ts`v1bnV_a%f@-l5u_$BKQ8U9^`ex7 zE#?{iKJ3;_{e824tMM<>`xl#~7g1wc8u6IQoel5(+ys!$rHxNAG?f?G-5VmQ4U=w_ zoR$@yQF>jp^GP@739acKnHKE#f4dK#JsfB;o9?G+L(MydquKERdq)>E{S#{Z+LNQ} z)jV4GvUA>e`pDudU!(Dna@Pb`L{+UtoX_W(nM5$~MmV zS*B>|NkyYUTzAbBbqt=tHP(~QcYX(~ZfDWwt2{{HAtf=cmZ~FJNnf1yprx2_C4Fm& zrSmHlLv5$<4aan4pZUZ%pA(hB2v=4$J7%9Idki1d98UkbJrxauALHRbBbjkx`IX0~ zh35W 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