From 366e7550a2a3ce1c07614c7fceec4185066043a8 Mon Sep 17 00:00:00 2001 From: Anirban Chaudhuri <75496534+anirban-chaudhuri@users.noreply.github.com> Date: Thu, 11 Apr 2024 21:51:57 -0400 Subject: [PATCH] `optimize` with fixed set of interventions along with optimizing over specific interventions (#563) * Adding fixed interventions as input to `optimize` * Update optimize_interface.ipynb * Adding integration utility to combine interventions * Adding deepcopy for fixed interventions * Update intervention_builder.py * Sw output (#565) * simplify intervention splicing * lint * removed test --------- Co-authored-by: Sam Witty * Update optimize_interface.ipynb * Adding tests for using fixed intervention with optimize * Simplify interchange dictionary processing (#564) (#566) * simplify intervention splicing * lint * removed test Co-authored-by: Sam Witty * Update test_interfaces.py * updating name for combining interventions * Update ouu.py * lint * update tests to use new name for combining interventions * lint * Update optimize_interface.ipynb --------- Co-authored-by: Sam Witty --- docs/source/optimize_interface.ipynb | 543 ++++++++++++++---- .../integration_utils/intervention_builder.py | 13 + pyciemss/interfaces.py | 26 +- pyciemss/ouu/ouu.py | 16 +- tests/fixtures.py | 21 +- tests/test_interfaces.py | 21 +- 6 files changed, 486 insertions(+), 154 deletions(-) diff --git a/docs/source/optimize_interface.ipynb b/docs/source/optimize_interface.ipynb index e35938d87..fcac72dfb 100644 --- a/docs/source/optimize_interface.ipynb +++ b/docs/source/optimize_interface.ipynb @@ -21,15 +21,17 @@ "outputs": [], "source": [ "import os\n", - "import torch\n", - "import pyro\n", - "import numpy as np\n", + "import time\n", "from typing import Dict, List\n", + "\n", + "import numpy as np\n", + "import pyro\n", + "import torch\n", + "\n", "import pyciemss\n", "import pyciemss.visuals.plots as plots\n", - "import time\n", - "\n", "from pyciemss.integration_utils.intervention_builder import (\n", + " combine_static_parameter_interventions,\n", " param_value_objective,\n", " start_time_objective,\n", ")\n", @@ -64,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -88,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -132,13 +134,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Time taken: 2.518198251724243\n", - "Risk associated with QoI: [488.77843139648434]\n" + "Time taken: 3.5998737812042236\n", + "Risk associated with QoI: [482.3097875976562]\n" ] }, { "data": { - "image/png": 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", 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"text/plain": [ "" ] @@ -175,25 +177,400 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Time taken: 5.616910696029663\n", - "Risk associated with QoI: [3543763.439999999]\n" + "Time taken: 6.568208456039429\n", + "Risk associated with QoI: [4438493.509999998]\n" ] }, { "data": { - "image/png": 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timepoint_idsample_idtimepoint_unknownpersistent_beta_c_parampersistent_kappa_parampersistent_gamma_parampersistent_hosp_parampersistent_death_hosp_parampersistent_I0_paramD_stateE_stateH_stateI_stateR_stateS_stateinfected_observable_stateexposed_observable_statehospitalized_observable_statedead_observable_state
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............................................................
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589975699957.00.4082950.3856640.3049270.0811850.0837019.2002166.101063193.43602015.067760142.5785221062.26184119338620.0142.578522193.43602015.0677606.101063
589985799958.00.4082950.3856640.3049270.0811850.0837019.2002166.357671200.17514015.592758147.5460051105.70935119338564.0147.546005200.17514015.5927586.357671
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59000 rows × 19 columns

\n", + "
" + ], + "text/plain": [ + " timepoint_id sample_id timepoint_unknown persistent_beta_c_param \\\n", + "0 0 0 1.0 0.571750 \n", + "1 1 0 2.0 0.571750 \n", + "2 2 0 3.0 0.571750 \n", + "3 3 0 4.0 0.571750 \n", + "4 4 0 5.0 0.571750 \n", + "... ... ... ... ... \n", + "58995 54 999 55.0 0.408295 \n", + "58996 55 999 56.0 0.408295 \n", + "58997 56 999 57.0 0.408295 \n", + "58998 57 999 58.0 0.408295 \n", + "58999 58 999 59.0 0.408295 \n", + "\n", + " persistent_kappa_param persistent_gamma_param persistent_hosp_param \\\n", + "0 0.713856 0.395258 0.177363 \n", + "1 0.713856 0.395258 0.177363 \n", + "2 0.713856 0.395258 0.177363 \n", + "3 0.713856 0.395258 0.177363 \n", + "4 0.713856 0.395258 0.177363 \n", + "... ... ... ... \n", + "58995 0.385664 0.304927 0.081185 \n", + "58996 0.385664 0.304927 0.081185 \n", + "58997 0.385664 0.304927 0.081185 \n", + "58998 0.385664 0.304927 0.081185 \n", + "58999 0.385664 0.304927 0.081185 \n", + "\n", + " persistent_death_hosp_param persistent_I0_param D_state E_state \\\n", + "0 0.031050 2.202619 0.000975 35.041294 \n", + "1 0.031050 2.202619 0.005324 34.493839 \n", + "2 0.031050 2.202619 0.014098 36.236645 \n", + "3 0.031050 2.202619 0.027678 39.287868 \n", + "4 0.031050 2.202619 0.046192 43.207626 \n", + "... ... ... ... ... \n", + "58995 0.083701 9.200216 5.613476 180.630524 \n", + "58996 0.083701 9.200216 5.853095 186.923691 \n", + "58997 0.083701 9.200216 6.101063 193.436020 \n", + "58998 0.083701 9.200216 6.357671 200.175140 \n", + "58999 0.083701 9.200216 6.623219 207.148956 \n", + "\n", + " H_state I_state R_state S_state \\\n", + "0 0.389144 9.072495 1.980924 19339994.0 \n", + "1 1.042031 13.223642 5.794514 19339986.0 \n", + "2 1.795166 16.187820 10.872204 19339976.0 \n", + "3 2.582339 18.701599 16.975542 19339964.0 \n", + "4 3.382130 21.126259 24.028297 19339950.0 \n", + "... ... ... ... ... \n", + "58995 14.070179 133.139481 979.705994 19338726.0 \n", + "58996 14.560432 137.778214 1020.277161 19338674.0 \n", + "58997 15.067760 142.578522 1062.261841 19338620.0 \n", + "58998 15.592758 147.546005 1105.709351 19338564.0 \n", + "58999 16.136040 152.686493 1150.670532 19338506.0 \n", + "\n", + " infected_observable_state exposed_observable_state \\\n", + "0 9.072495 35.041294 \n", + "1 13.223642 34.493839 \n", + "2 16.187820 36.236645 \n", + "3 18.701599 39.287868 \n", + "4 21.126259 43.207626 \n", + "... ... ... \n", + "58995 133.139481 180.630524 \n", + "58996 137.778214 186.923691 \n", + "58997 142.578522 193.436020 \n", + "58998 147.546005 200.175140 \n", + "58999 152.686493 207.148956 \n", + "\n", + " hospitalized_observable_state dead_observable_state \n", + "0 0.389144 0.000975 \n", + "1 1.042031 0.005324 \n", + "2 1.795166 0.014098 \n", + "3 2.582339 0.027678 \n", + "4 3.382130 0.046192 \n", + "... ... ... \n", + "58995 14.070179 5.613476 \n", + "58996 14.560432 5.853095 \n", + "58997 15.067760 6.101063 \n", + "58998 15.592758 6.357671 \n", + "58999 16.136040 6.623219 \n", + "\n", + "[59000 rows x 19 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", "text/plain": [ "" ] }, - "execution_count": 9, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -212,6 +589,7 @@ ")\n", "print(\"Time taken: \", time.time()-start_t)\n", "print(\"Risk associated with QoI:\", sample_results2[\"risk\"][\"I_state\"][\"risk\"])\n", + "display(sample_results2[\"data\"])\n", "# Plot results for all states\n", "schema = plots.trajectories(sample_results2[\"data\"], keep=\"I_state\", qlow=0.0, qhigh=1.0)\n", "plots.ipy_display(schema, dpi=150)" @@ -898,128 +1276,35 @@ "plots.ipy_display(schema, dpi=150)" ] }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Intervention: {39.0: {'beta_c': tensor(0.1500)}, 6.0327: {'gamma': tensor(0.4000)}}\n", - "Time taken: 12.033756732940674\n", - "Risk associated with QoI: [28489.04578124999]\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(\"Intervention: \", static_parameter_interventions(opt_result4[\"policy\"]))\n", - "start_t = time.time()\n", - "with pyro.poutine.seed(rng_seed=0):\n", - " result4 = pyciemss.sample(\n", - " model_opt2,\n", - " end_time_SEIRHD,\n", - " logging_step_size,\n", - " num_samples,\n", - " start_time=start_time,\n", - " static_parameter_interventions=static_parameter_interventions(opt_result4[\"policy\"]),\n", - " solver_method=\"euler\",\n", - " solver_options={\"step_size\": 0.1},\n", - " )\n", - "print(\"Time taken: \", time.time()-start_t)\n", - "# Check risk estimate used in constraints\n", - "print(\"Risk associated with QoI:\", result4[\"risk\"][observed_params[0]][\"risk\"])\n", - "# Plot results for all states\n", - "schema = plots.trajectories(result4[\"data\"], keep=\"I_state\", qlow=0.0, qhigh=1.0)\n", - "plots.ipy_display(schema, dpi=150)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Intervention: {39.0: {'beta_c': tensor(0.1500)}, 6.0327: {'gamma': tensor(0.4000)}}\n", - "Time taken: 14.085338592529297\n", - "Risk associated with QoI: [30001.24765624999]\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(\"Intervention: \", static_parameter_interventions(opt_result4[\"policy\"]))\n", - "start_t = time.time()\n", - "with pyro.poutine.seed(rng_seed=0):\n", - " result4 = pyciemss.sample(\n", - " model_opt2,\n", - " end_time_SEIRHD,\n", - " logging_step_size,\n", - " num_samples,\n", - " start_time=start_time,\n", - " static_parameter_interventions=static_parameter_interventions(opt_result4[\"policy\"]),\n", - " solver_method=\"dopri5\",\n", - " )\n", - "print(\"Time taken: \", time.time()-start_t)\n", - "# Check risk estimate used in constraints\n", - "print(\"Risk associated with QoI:\", result4[\"risk\"][observed_params[0]][\"risk\"])\n", - "# Plot results for all states\n", - "schema = plots.trajectories(result4[\"data\"], keep=\"I_state\", qlow=0.0, qhigh=1.0)\n", - "plots.ipy_display(schema, dpi=150)" - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimize interface with multiple interventions and QoI defined as max over range of simulated time\n", - "### Optimizing multiple intervention values (SEIRHD) and max QoI over simulated time\n", + "### Optimizing multiple intervention values (SEIRHD) with existing intervention on hosp parameter\n", "Minimum change in two intervention parameters from their current values to get infections below 300,000 individuals betweeen 0-90 days for SEIRHD model\n", "* Intervene on beta_c after 10 days\n", - "* Intervene on gamma after 15 days" + "* Intervene on gamma after 15 days\n", + "\n", + "Intervention on \"hosp\" parameter is set to 0.1 after 10 days" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 27%|██▋ | 32/120 [02:44<07:07, 4.86s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:100: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " 28%|██▊ | 33/120 [04:14<09:45, 6.73s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:108: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", " warnings.warn(\n", - " 52%|█████▎ | 63/120 [05:54<05:21, 5.65s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:100: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " 52%|█████▎ | 63/120 [08:35<07:14, 7.62s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:108: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", " warnings.warn(\n", - " 79%|███████▉ | 95/120 [09:07<02:15, 5.43s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:100: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:108: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", " warnings.warn(\n", - "124it [11:53, 5.75s/it] " + "124it [15:58, 7.73s/it] " ] }, { @@ -1060,7 +1345,7 @@ "initial_guess_interventions = [0.2, 0.4]\n", "bounds_interventions = [[0.1, 0.1], [0.5, 0.5]]\n", "# Note that param_value is not passed in below and defaults to None.\n", - "# User can also pass ina list of lambda x: torch.tensor(x) for each intervention.\n", + "# User can also pass in a list of lambda x: torch.tensor(x) for each intervention.\n", "static_parameter_interventions = param_value_objective(\n", " param_name=intervened_params,\n", " start_time=intervention_time,\n", @@ -1069,6 +1354,7 @@ "risk_bound = 3e5\n", "qoi = lambda y: obs_max_qoi(y, observed_params)\n", "objfun = lambda x: np.sum(np.abs(param_current - x))\n", + "fixed_interventions = {10.: {\"hosp\": torch.tensor(0.1)}}\n", "\n", "# Run optimize interface\n", "opt_result5 = pyciemss.optimize(\n", @@ -1085,6 +1371,7 @@ " n_samples_ouu=num_samples_ouu,\n", " maxiter=maxiter,\n", " maxfeval=maxfeval,\n", + " fixed_static_parameter_interventions=fixed_interventions,\n", " solver_method=\"rk4\",\n", " solver_options={\"step_size\": 1.0},\n", ")\n", @@ -1101,14 +1388,21 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Intervention: {10.0: {'beta_c': tensor(0.3500)}, 15.0: {'gamma': tensor(0.4602)}}\n", + "Fixed interventions: {10.0: {'hosp': tensor(0.1000)}}\n", + "Optimal intervention (including fixed interventions): {10.0: {'hosp': tensor(0.1000), 'beta_c': tensor(0.3500)}, 15.0: {'gamma': tensor(0.4602)}}\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "Risk associated with QoI: [299594.7449999999]\n" ] }, @@ -1119,13 +1413,16 @@ "" ] }, - "execution_count": 25, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "print(\"Intervention: \", static_parameter_interventions(opt_result5[\"policy\"]))\n", + "from copy import deepcopy\n", + "print(\"Fixed interventions: \", fixed_interventions)\n", + "opt_intervention = combine_static_parameter_interventions([deepcopy(fixed_interventions), static_parameter_interventions(opt_result5[\"policy\"])])\n", + "print(\"Optimal intervention (including fixed interventions): \", opt_intervention)\n", "with pyro.poutine.seed(rng_seed=0):\n", " result5 = pyciemss.sample(\n", " model_opt2,\n", @@ -1133,7 +1430,7 @@ " logging_step_size,\n", " num_samples,\n", " start_time=start_time,\n", - " static_parameter_interventions=static_parameter_interventions(opt_result5[\"policy\"]),\n", + " static_parameter_interventions=opt_intervention,\n", " solver_method=\"rk4\",\n", " solver_options={\"step_size\": 1.},\n", " )\n", diff --git a/pyciemss/integration_utils/intervention_builder.py b/pyciemss/integration_utils/intervention_builder.py index b41779e55..fc6535511 100644 --- a/pyciemss/integration_utils/intervention_builder.py +++ b/pyciemss/integration_utils/intervention_builder.py @@ -57,3 +57,16 @@ def intervention_generator( return static_parameter_interventions return intervention_generator + + +def combine_static_parameter_interventions( + interventions: List[Dict[torch.Tensor, Dict[str, Intervention]]] +) -> Dict[torch.Tensor, Dict[str, Intervention]]: + static_parameter_interventions: Dict[torch.Tensor, Dict[str, Intervention]] = {} + for intervention in interventions: + for key, value in intervention.items(): + if key in static_parameter_interventions: + static_parameter_interventions[key].update(value) + else: + static_parameter_interventions.update({key: value}) + return static_parameter_interventions diff --git a/pyciemss/interfaces.py b/pyciemss/interfaces.py index 8fdced747..5df3ab18e 100644 --- a/pyciemss/interfaces.py +++ b/pyciemss/interfaces.py @@ -765,6 +765,9 @@ def optimize( solver_options: Dict[str, Any] = {}, start_time: float = 0.0, inferred_parameters: Optional[pyro.nn.PyroModule] = None, + fixed_static_parameter_interventions: Dict[ + torch.Tensor, Dict[str, Intervention] + ] = {}, n_samples_ouu: int = int(1e3), maxiter: int = 5, maxfeval: int = 25, @@ -818,6 +821,12 @@ def optimize( - A Pyro module that contains the inferred parameters of the model. This is typically the result of `calibrate`. - If not provided, we will use the default values from the AMR model. + fixed_static_parameter_interventions: Dict[float, Dict[str, Intervention]] + - A dictionary of fixed static interventions to apply to the model and not optimize for. + - Each key is the time at which the intervention is applied. + - Each value is a dictionary of the form {parameter_name: intervention_assignment}. + - Note that the `intervention_assignment` can be any type supported by + :func:`~chirho.interventional.ops.intervene`, including functions. n_samples_ouu: int - The number of samples to draw from the model to estimate risk for each optimization iteration. maxiter: int @@ -855,6 +864,7 @@ def optimize( risk_measure=lambda z: alpha_superquantile(z, alpha=alpha), num_samples=1, guide=inferred_parameters, + fixed_static_parameter_interventions=fixed_static_parameter_interventions, solver_method=solver_method, solver_options=solver_options, u_bounds=bounds_np, @@ -872,21 +882,7 @@ def optimize( print(f"Time taken: ({forward_time/1.:.2e} seconds per model evaluation).") # Assign the required number of MC samples for each OUU iteration - RISK = computeRisk( - model=control_model, - interventions=static_parameter_interventions, - qoi=qoi, - end_time=end_time, - logging_step_size=logging_step_size, - start_time=start_time, - risk_measure=lambda z: alpha_superquantile(z, alpha=alpha), - num_samples=n_samples_ouu, - guide=inferred_parameters, - solver_method=solver_method, - solver_options=solver_options, - u_bounds=bounds_np, - risk_bound=risk_bound, - ) + RISK.num_samples = n_samples_ouu # Define constraints >= 0 constraints = ( # risk constraint diff --git a/pyciemss/ouu/ouu.py b/pyciemss/ouu/ouu.py index 3699194b9..c889a4b4c 100644 --- a/pyciemss/ouu/ouu.py +++ b/pyciemss/ouu/ouu.py @@ -1,5 +1,6 @@ import contextlib import warnings +from copy import deepcopy from typing import Any, Callable, Dict, List, Tuple import numpy as np @@ -10,6 +11,9 @@ from scipy.optimize import basinhopping from tqdm import tqdm +from pyciemss.integration_utils.intervention_builder import ( + combine_static_parameter_interventions, +) from pyciemss.interruptions import ( ParameterInterventionTracer, StaticParameterIntervention, @@ -70,6 +74,9 @@ def __init__( risk_measure: Callable = lambda z: alpha_superquantile(z, alpha=0.95), num_samples: int = 1000, guide=None, + fixed_static_parameter_interventions: Dict[ + torch.Tensor, Dict[str, Intervention] + ] = {}, solver_method: str = "dopri5", solver_options: Dict[str, Any] = {}, u_bounds: np.ndarray = np.atleast_2d([[0], [1]]), @@ -84,6 +91,7 @@ def __init__( self.start_time = start_time self.end_time = end_time self.guide = guide + self.fixed_static_parameter_interventions = fixed_static_parameter_interventions self.solver_method = solver_method self.solver_options = solver_options self.logging_times = torch.arange( @@ -119,7 +127,13 @@ def propagate_uncertainty(self, x): with pyro.poutine.seed(rng_seed=0): with torch.no_grad(): x = np.atleast_1d(x) - static_parameter_interventions = self.interventions(torch.from_numpy(x)) + # Combine existing interventions with intervention being optimized + static_parameter_interventions = combine_static_parameter_interventions( + [ + deepcopy(self.fixed_static_parameter_interventions), + self.interventions(torch.from_numpy(x)), + ] + ) static_parameter_intervention_handlers = [ StaticParameterIntervention( time, dict(**static_intervention_assignment) diff --git a/tests/fixtures.py b/tests/fixtures.py index ef85e048c..fee615178 100644 --- a/tests/fixtures.py +++ b/tests/fixtures.py @@ -110,34 +110,31 @@ def __init__( "bounds_interventions": [[0.0], [40.0]], } -optimize_kwargs_SIRstockflow_param_maxQoI = { +optimize_kwargs_SEIRHD_param_maxQoI = { "qoi": lambda x: obs_max_qoi(x, ["I_state"]), "risk_bound": 300.0, "static_parameter_interventions": param_value_objective( - param_name=["p_cbeta"], - param_value=[lambda x: torch.tensor([x])], - start_time=[torch.tensor(1.0)], + param_name=["beta_c", "gamma"], + start_time=[torch.tensor(10.0), torch.tensor(15.0)], ), - "objfun": lambda x: np.abs(0.35 - x), - "initial_guess_interventions": 0.15, - "bounds_interventions": [[0.1], [0.5]], + "objfun": lambda x: np.abs(0.35 - x[0]) + np.abs(0.2 - x[1]), + "initial_guess_interventions": [0.2, 0.4], + "bounds_interventions": [[0.1, 0.1], [0.5, 0.5]], + "fixed_static_parameter_interventions": {10.0: {"hosp": torch.tensor(0.1)}}, } OPT_MODELS = [ ModelFixture( os.path.join(MODELS_PATH, "SIR_stockflow.json"), - important_parameter="p_cbeta", optimize_kwargs=optimize_kwargs_SIRstockflow_param, ), ModelFixture( os.path.join(MODELS_PATH, "SIR_stockflow.json"), - important_parameter="p_cbeta", optimize_kwargs=optimize_kwargs_SIRstockflow_time, ), ModelFixture( - os.path.join(MODELS_PATH, "SIR_stockflow.json"), - important_parameter="p_cbeta", - optimize_kwargs=optimize_kwargs_SIRstockflow_param_maxQoI, + os.path.join(MODELS_PATH, "SEIRHD_NPI_Type1_petrinet.json"), + optimize_kwargs=optimize_kwargs_SEIRHD_param_maxQoI, ), ] diff --git a/tests/test_interfaces.py b/tests/test_interfaces.py index 18b0bcd8c..257c4fc35 100644 --- a/tests/test_interfaces.py +++ b/tests/test_interfaces.py @@ -1,3 +1,5 @@ +from copy import deepcopy + import numpy as np import pandas as pd import pyro @@ -5,6 +7,9 @@ import torch from pyciemss.compiled_dynamics import CompiledDynamics +from pyciemss.integration_utils.intervention_builder import ( + combine_static_parameter_interventions, +) from pyciemss.integration_utils.observation import load_data from pyciemss.interfaces import ( calibrate, @@ -578,15 +583,25 @@ def test_optimize(model_fixture, start_time, end_time, num_samples): assert bounds_interventions[0][i] <= opt_policy[i] assert opt_policy[i] <= bounds_interventions[1][i] + if "fixed_static_parameter_interventions" in optimize_kwargs: + opt_intervention = combine_static_parameter_interventions( + [ + deepcopy(optimize_kwargs["fixed_static_parameter_interventions"]), + optimize_kwargs["static_parameter_interventions"](opt_result["policy"]), + ] + ) + else: + opt_intervention = optimize_kwargs["static_parameter_interventions"]( + opt_result["policy"] + ) + result_opt = sample( model_url, end_time, logging_step_size, num_samples, start_time=start_time, - static_parameter_interventions=optimize_kwargs[ - "static_parameter_interventions" - ](opt_result["policy"]), + static_parameter_interventions=opt_intervention, solver_method=optimize_kwargs["solver_method"], solver_options=optimize_kwargs["solver_options"], )["unprocessed_result"]