diff --git a/docs/source/optimize_interface.ipynb b/docs/source/optimize_interface.ipynb index dac1ad922..e35938d87 100644 --- a/docs/source/optimize_interface.ipynb +++ b/docs/source/optimize_interface.ipynb @@ -64,13 +64,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "start_time = 0.0\n", "end_time_SIR = 40.0\n", "end_time_SEIRHD = 60.0\n", + "end_time_SEIRHD2 = 90.0\n", "logging_step_size = 1.0\n", "num_samples = 3 if smoke_test else 1000\n", "num_samples_ouu = 10 if smoke_test else 1000 # controls accuracy of risk estimation in each optimization iteration\n", @@ -87,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -102,7 +103,17 @@ " ndays = 1 leads to using the value at the end of the simulation.\n", " \"\"\"\n", " dataQoI = samples[contexts[0]].detach().numpy()\n", - " return np.mean(dataQoI[:, -ndays:], axis=1)" + " return np.mean(dataQoI[:, -ndays:], axis=1)\n", + "\n", + "\n", + "def obs_max_qoi(samples: Dict[str, torch.Tensor], contexts: List) -> np.ndarray:\n", + " \"\"\"\n", + " Return maximum value over simulated time.\n", + " samples is is the output from a Pyro Predictive object.\n", + " samples[VARIABLE] is expected to have dimension (nreplicates, ntimepoints)\n", + " \"\"\"\n", + " dataQoI = samples[contexts[0]].detach().numpy()\n", + " return np.max(dataQoI, axis=1)" ] }, { @@ -164,25 +175,25 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Time taken: 5.338383674621582\n", - "Risk associated with QoI: [4217777.989999998]\n" + "Time taken: 5.616910696029663\n", + "Risk associated with QoI: [3543763.439999999]\n" ] }, { "data": { - "image/png": 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", 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"text/plain": [ "" ] }, - "execution_count": 6, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -212,7 +223,7 @@ "source": [ "## Optimize interface with single intervention\n", "### Optimizing a single parameter value (SIR)\n", - "Minimum change in the intervention parameter from the current value to get infections below 300 individuals at 40 days for SIR model" + "Minimum change in the intervention parameter from the current value to get infections below 200 individuals at 40 days for SIR model" ] }, { @@ -366,7 +377,7 @@ "metadata": {}, "source": [ "### Optimizing the start time for a single intervention (SIR)\n", - "Maximum delay in the intervention to get infections below 300 individuals at 40 days for SIR model" + "Maximum delay in the intervention to get infections below 200 individuals at 40 days for SIR model" ] }, { @@ -501,7 +512,7 @@ "source": [ "## Optimize interface with multiple interventions\n", "### Optimizing multiple intervention values (SEIRHD)\n", - "Minimum change in two intervention parameters from their current values to get infections below 800 individuals at 40 days for SEIRHD model\n", + "Minimum change in two intervention parameters from their current values to get infections below 30000 individuals at 60 days for SEIRHD model\n", "* Intervene on beta_c after 10 days\n", "* Intervene on gamma after 15 days" ] @@ -646,7 +657,7 @@ "metadata": {}, "source": [ "### Optimizing for start times of multiple interventions (SEIRHD)\n", - "Maximum delay in starting two interventions to get infections below 800 individuals at 40 days for SEIRHD model\n", + "Maximum delay in starting two interventions to get infections below 30000 individuals at 60 days for SEIRHD model\n", "* Intervene on beta_c to be 0.15\n", "* Intervene on gamma to be 0.35" ] @@ -981,6 +992,158 @@ "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", + "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" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "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", + " 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", + " 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", + " warnings.warn(\n", + "124it [11:53, 5.75s/it] " + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimal policy: tensor([0.3500, 0.4602], dtype=torch.float64)\n", + "{'policy': tensor([0.3500, 0.4602], dtype=torch.float64), 'OptResults': message: ['requested number of basinhopping iterations completed successfully']\n", + " success: False\n", + " fun: 0.26016707274061507\n", + " x: [ 3.500e-01 4.602e-01]\n", + " nit: 3\n", + " minimization_failures: 4\n", + " nfev: 120\n", + " lowest_optimization_result: message: Maximum number of function evaluations has been exceeded.\n", + " success: False\n", + " status: 2\n", + " fun: 0.26016707274061507\n", + " x: [ 3.500e-01 4.601e-01]\n", + " nfev: 30\n", + " maxcv: 0.0}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# Define optimization problem setup\n", + "observed_params = [\"I_state\"]\n", + "intervention_time = [torch.tensor(10.0), torch.tensor(15.0)]\n", + "intervened_params = [\"beta_c\", \"gamma\"]\n", + "param_current = [0.35, 0.2]\n", + "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", + "static_parameter_interventions = param_value_objective(\n", + " param_name=intervened_params,\n", + " start_time=intervention_time,\n", + ")\n", + "\n", + "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", + "\n", + "# Run optimize interface\n", + "opt_result5 = pyciemss.optimize(\n", + " model_opt2,\n", + " end_time_SEIRHD2,\n", + " logging_step_size,\n", + " qoi,\n", + " risk_bound,\n", + " static_parameter_interventions,\n", + " objfun,\n", + " initial_guess_interventions=initial_guess_interventions,\n", + " bounds_interventions=bounds_interventions,\n", + " start_time=start_time,\n", + " n_samples_ouu=num_samples_ouu,\n", + " maxiter=maxiter,\n", + " maxfeval=maxfeval,\n", + " solver_method=\"rk4\",\n", + " solver_options={\"step_size\": 1.0},\n", + ")\n", + "print(f\"Optimal policy:\", opt_result5[\"policy\"])\n", + "print(opt_result5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Sample using optimal policy as intervention" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intervention: {10.0: {'beta_c': tensor(0.3500)}, 15.0: {'gamma': tensor(0.4602)}}\n", + "Risk associated with QoI: [299594.7449999999]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(\"Intervention: \", static_parameter_interventions(opt_result5[\"policy\"]))\n", + "with pyro.poutine.seed(rng_seed=0):\n", + " result5 = pyciemss.sample(\n", + " model_opt2,\n", + " end_time_SEIRHD2,\n", + " logging_step_size,\n", + " num_samples,\n", + " start_time=start_time,\n", + " static_parameter_interventions=static_parameter_interventions(opt_result5[\"policy\"]),\n", + " solver_method=\"rk4\",\n", + " solver_options={\"step_size\": 1.},\n", + " )\n", + "\n", + "# Check risk estimate used in constraints\n", + "print(\"Risk associated with QoI:\", result5[\"risk\"][observed_params[0]][\"risk\"])\n", + "# Plot results for all states\n", + "schema = plots.trajectories(result5[\"data\"], keep=\"I_state\", qlow=0.0, qhigh=1.0)\n", + "plots.ipy_display(schema, dpi=150)" + ] } ], "metadata": { diff --git a/pyciemss/ouu/qoi.py b/pyciemss/ouu/qoi.py index ccc5ef15e..730e1e06a 100644 --- a/pyciemss/ouu/qoi.py +++ b/pyciemss/ouu/qoi.py @@ -16,3 +16,14 @@ def obs_nday_average_qoi( dataQoI = samples[contexts[0]].detach().numpy() return np.mean(dataQoI[:, -ndays:], axis=1) + + +def obs_max_qoi(samples: Dict[str, torch.Tensor], contexts: List) -> np.ndarray: + """ + Return maximum value over simulated time. + samples is is the output from a Pyro Predictive object. + samples[VARIABLE] is expected to have dimension (nreplicates, ntimepoints) + """ + dataQoI = samples[contexts[0]].detach().numpy() + + return np.max(dataQoI, axis=1) diff --git a/tests/fixtures.py b/tests/fixtures.py index 14d5c72d0..ef85e048c 100644 --- a/tests/fixtures.py +++ b/tests/fixtures.py @@ -10,7 +10,7 @@ param_value_objective, start_time_objective, ) -from pyciemss.ouu.qoi import obs_nday_average_qoi +from pyciemss.ouu.qoi import obs_max_qoi, obs_nday_average_qoi T = TypeVar("T") @@ -110,6 +110,19 @@ def __init__( "bounds_interventions": [[0.0], [40.0]], } +optimize_kwargs_SIRstockflow_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)], + ), + "objfun": lambda x: np.abs(0.35 - x), + "initial_guess_interventions": 0.15, + "bounds_interventions": [[0.1], [0.5]], +} + OPT_MODELS = [ ModelFixture( os.path.join(MODELS_PATH, "SIR_stockflow.json"), @@ -121,6 +134,11 @@ def __init__( 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, + ), ] BAD_AMRS = [ diff --git a/tests/visuals/test_schemas.py b/tests/visuals/test_schemas.py index af845e2ba..0064c7e41 100644 --- a/tests/visuals/test_schemas.py +++ b/tests/visuals/test_schemas.py @@ -291,7 +291,6 @@ def test_nested_mark_sources(schema_file): if __name__ == "__main__": - parser = argparse.ArgumentParser("Utility to generate reference images") parser.add_argument( "schema",