From 2f35d588c27739b850bab79099f4fee611421606 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Tue, 18 Mar 2025 12:08:08 -0400 Subject: [PATCH 01/24] added eigenvalues and determinant of the FIM --- Untitled.ipynb | 64 ++++++++++++++++++++++++++++++++++++++++ pyomo/contrib/doe/doe.py | 8 ++++- 2 files changed, 71 insertions(+), 1 deletion(-) create mode 100644 Untitled.ipynb diff --git a/Untitled.ipynb b/Untitled.ipynb new file mode 100644 index 00000000000..6fd13e7ecf3 --- /dev/null +++ b/Untitled.ipynb @@ -0,0 +1,64 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "2fa90a1a-4ac1-4c46-980c-20b601d908fc", + "metadata": {}, + "outputs": [], + "source": [ + "import pyomo.environ as pyo" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ccd32242-00d5-4939-93c1-93dca289bd42", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/shuvashishmondal/Documents/GitHub/pyomo/pyomo/environ/__init__.py'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pyo.__file__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "13c65fb0-8e06-44ca-8466-1dc2f139052e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 12599de7c60..6e77c214c48 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1457,6 +1457,9 @@ def compute_FIM_full_factorial( "log10 A-opt": [], "log10 E-opt": [], "log10 ME-opt": [], + "eigval_min": [], + "eigval_max": [], + "det_FIM": [], "solve_time": [], } ) @@ -1521,7 +1524,7 @@ def compute_FIM_full_factorial( # Compute and record metrics on FIM D_opt = np.log10(np.linalg.det(FIM)) A_opt = np.log10(np.trace(FIM)) - E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues + E_vals, E_vecs = np.linalg.eigh(FIM) # Grab eigenvalues E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > 1e-8: @@ -1545,6 +1548,9 @@ def compute_FIM_full_factorial( fim_factorial_results["log10 A-opt"].append(A_opt) fim_factorial_results["log10 E-opt"].append(E_opt) fim_factorial_results["log10 ME-opt"].append(ME_opt) + fim_factorial_results["eigval_min"].append(E_vals.min()) + fim_factorial_results["eigval_max"].append(E_vals.max()) + fim_factorial_results["det_FIM"].append(np.linalg.det(FIM)) fim_factorial_results["solve_time"].append(time_set[-1]) self.fim_factorial_results = fim_factorial_results From 03278796c13996cc751f9671071e78f4e935d02c Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Tue, 18 Mar 2025 14:44:26 -0400 Subject: [PATCH 02/24] added trace as a output in compute_FIM_full_factorial() --- pyomo/contrib/doe/doe.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 6e77c214c48..26860f85bf7 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1460,6 +1460,7 @@ def compute_FIM_full_factorial( "eigval_min": [], "eigval_max": [], "det_FIM": [], + "trace_FIM": [], "solve_time": [], } ) @@ -1551,8 +1552,9 @@ def compute_FIM_full_factorial( fim_factorial_results["eigval_min"].append(E_vals.min()) fim_factorial_results["eigval_max"].append(E_vals.max()) fim_factorial_results["det_FIM"].append(np.linalg.det(FIM)) + fim_factorial_results["trace_FIM"].append(np.trace(FIM)) fim_factorial_results["solve_time"].append(time_set[-1]) - + self.fim_factorial_results = fim_factorial_results return self.fim_factorial_results From eb78589b5782d8d07c7f6604edd0e1d09e7f03c2 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Tue, 18 Mar 2025 15:58:55 -0400 Subject: [PATCH 03/24] added eigvalsh for calculating --- Untitled.ipynb | 64 ---------------------------------------- pyomo/contrib/doe/doe.py | 6 ++-- 2 files changed, 3 insertions(+), 67 deletions(-) delete mode 100644 Untitled.ipynb diff --git a/Untitled.ipynb b/Untitled.ipynb deleted file mode 100644 index 6fd13e7ecf3..00000000000 --- a/Untitled.ipynb +++ /dev/null @@ -1,64 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "2fa90a1a-4ac1-4c46-980c-20b601d908fc", - "metadata": {}, - "outputs": [], - "source": [ - "import pyomo.environ as pyo" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "ccd32242-00d5-4939-93c1-93dca289bd42", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'/Users/shuvashishmondal/Documents/GitHub/pyomo/pyomo/environ/__init__.py'" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pyo.__file__" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "13c65fb0-8e06-44ca-8466-1dc2f139052e", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.13.2" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 26860f85bf7..13bab0b0b45 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1525,7 +1525,7 @@ def compute_FIM_full_factorial( # Compute and record metrics on FIM D_opt = np.log10(np.linalg.det(FIM)) A_opt = np.log10(np.trace(FIM)) - E_vals, E_vecs = np.linalg.eigh(FIM) # Grab eigenvalues + E_vals = np.linalg.eigvalsh(FIM) # Grab eigenvalues E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > 1e-8: @@ -1549,8 +1549,8 @@ def compute_FIM_full_factorial( fim_factorial_results["log10 A-opt"].append(A_opt) fim_factorial_results["log10 E-opt"].append(E_opt) fim_factorial_results["log10 ME-opt"].append(ME_opt) - fim_factorial_results["eigval_min"].append(E_vals.min()) - fim_factorial_results["eigval_max"].append(E_vals.max()) + fim_factorial_results["eigval_min"].append(E_vals[0]) + fim_factorial_results["eigval_max"].append(E_vals[-1]) fim_factorial_results["det_FIM"].append(np.linalg.det(FIM)) fim_factorial_results["trace_FIM"].append(np.trace(FIM)) fim_factorial_results["solve_time"].append(time_set[-1]) From 5b2e90ea71775f44157a2b0f4f93ab058377a825 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Tue, 18 Mar 2025 20:39:49 -0400 Subject: [PATCH 04/24] changed the method to calculate the minimum eigenvalues --- pyomo/contrib/doe/doe.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 13bab0b0b45..28925b05011 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1389,7 +1389,7 @@ def update_FIM_prior(self, model=None, FIM=None): self.logger.info("FIM prior has been updated.") - # ToDo: Add an update function for the parameter values? --> closed loop parameter estimation? + # TODO: Add an update function for the parameter values? --> closed loop parameter estimation? # Or leave this to the user????? def update_unknown_parameter_values(self, model=None, param_vals=None): raise NotImplementedError( @@ -1448,8 +1448,8 @@ def compute_FIM_full_factorial( "Design ranges keys must be a subset of experimental design names." ) - # ToDo: Add more objective types? i.e., modified-E; G-opt; V-opt; etc? - # ToDo: Also, make this a result object, or more user friendly. + # TODO: Add more objective types? i.e., modified-E; G-opt; V-opt; etc? + # TODO: Also, make this a result object, or more user friendly. fim_factorial_results = {k.name: [] for k, v in model.experiment_inputs.items()} fim_factorial_results.update( { @@ -1525,17 +1525,22 @@ def compute_FIM_full_factorial( # Compute and record metrics on FIM D_opt = np.log10(np.linalg.det(FIM)) A_opt = np.log10(np.trace(FIM)) - E_vals = np.linalg.eigvalsh(FIM) # Grab eigenvalues - E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + E_vals =np.linalg.eigvalsh(FIM) # np.linalg.eigvalsh(FIM) # Grab eigenvalues + + #Shuvo: ???????????????????????? + # Probably not required? + E_ind = 0 # np.argmin(E_vals.real) # Grab index of minima to check imaginary # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > 1e-8: self.logger.warning( - "Eigenvalue has imaginary component greater than 1e-6, contact developers if this issue persists." + "Eigenvalue has imaginary component greater than 1e-8, contact developers if this issue persists." ) + #???????????????????????? # If the real value is less than or equal to zero, set the E_opt value to nan if E_vals.real[E_ind] <= 0: - E_opt = np.nan + E_opt = np.nan # Shuvo: Also, instead of using nan, can we not use `E_opt = np.log10(abs(E_vals[0]))` + # Shuvo: if the value is very small, e.g. 1e-10? else: E_opt = np.log10(E_vals.real[E_ind]) From 701947b778d25144fa078a0c6150da3a01b4c6c6 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Wed, 26 Mar 2025 11:56:39 -0400 Subject: [PATCH 05/24] Added img_thereshold instead of the embedded constant for imaginary value checking in 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z=BH(lA$s9J6`7{C&9T*hDl|G1-gi6*~99w)pV39IlO<_cpP z3KV^ySnm!8Sj8?#zK(3cKCrGN<>!R+b*k9KHEJ;4pk6;84+IC!o)n0Y{*rgjnL&u|nr%ok++ zs)*Ro{wOUhv3Vymzo>8Dd!x*Yk>LgB3mLog@ao6?1P)_=G^T1qIx&$fb9dU&z}-{u zWpz&l5*u(sbTaxuUaQI{FFWObd2~+TABL)8<(v_OyV+b(ruc+g{U$pdLs7Z;W;kH- z!_}d^&A4i;{A+2QQ`(fo%KxTfc7kG4xOBNevUZ-XfAWx>J^4~nLxgGKdU>?5kMfU> zYg6B}{k04CQ(Hec9~}Pk4;iImF+jM(`7wdPbSZ|Uex8n&WFZ+RWWJZIgTY~HQO!=myAm_Im$n`>FbZIV)<{68br2-FX_~bQZRI+0VzJa z9*u-3eS*2eq0(9o7%iF8|9)YcMZw2kI1ciZm}TS!F}x`Ht7EhuDq^HSId)kDqqQIX z(_XZ}scnD9=?k7mtgwDcYuUG92?H&D!q=}w3 1e-8: + if abs(E_vals.imag[E_ind]) > img_thereshold: self.logger.warning( - "Eigenvalue has imaginary component greater than 1e-8, contact developers if this issue persists." + f"Eigenvalue has imaginary component greater than {img_thereshold}, contact developers if this issue persists." ) - #???????????????????????? # If the real value is less than or equal to zero, set the E_opt value to nan if E_vals.real[E_ind] <= 0: - E_opt = np.nan # Shuvo: Also, instead of using nan, can we not use `E_opt = np.log10(abs(E_vals[0]))` - # Shuvo: if the value is very small, e.g. 1e-10? + E_opt = np.nan else: E_opt = np.log10(E_vals.real[E_ind]) From 114a86e864e46b0ebca7f54207e7310bf973baba Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Wed, 26 Mar 2025 12:55:15 -0400 Subject: [PATCH 06/24] Alex suggested some objectives and tests --- pyomo/contrib/doe/doe.py | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index ba792f48e04..9c3b863fe6e 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1521,7 +1521,19 @@ def compute_FIM_full_factorial( time_set.append(iter_t) FIM = self._computed_FIM - + + ''' + # Alex said to makek this a function + # This should be a static (?) function + # Making it a function allows us to perform error tests + # on the FIM + def compute_metrics(FIM): + + # Compute D, A, E, ME metrics + # Perform error checks + # Return D, A, E, ME + + ''' # Compute and record metrics on FIM D_opt = np.log10(np.linalg.det(FIM)) A_opt = np.log10(np.trace(FIM)) From cb694be94a5fb5ba44f7d7a2ef7d01b0e0e4db01 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Mon, 31 Mar 2025 15:54:36 -0400 Subject: [PATCH 07/24] Added `IMG_THRESHOLD` instead of embedded variable --- pyomo/contrib/doe/doe.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 9c3b863fe6e..687de6eb0bc 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1537,14 +1537,14 @@ def compute_metrics(FIM): # Compute and record metrics on FIM D_opt = np.log10(np.linalg.det(FIM)) A_opt = np.log10(np.trace(FIM)) - E_vals =np.linalg.eigvalsh(FIM) # np.linalg.eigvalsh(FIM) # Grab eigenvalues + E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues - E_ind = 0 # Grab index of minima to check imaginary - img_thereshold = 1e-8 # Threshold for imaginary component + E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + IMG_THERESHOLD = 1e-6 # Threshold for imaginary component # Warn the user if there is a ``large`` imaginary component (should not be) - if abs(E_vals.imag[E_ind]) > img_thereshold: + if abs(E_vals.imag[E_ind]) > IMG_THERESHOLD: self.logger.warning( - f"Eigenvalue has imaginary component greater than {img_thereshold}, contact developers if this issue persists." + f"Eigenvalue has imaginary component greater than {IMG_THERESHOLD}, contact developers if this issue persists." ) # If the real value is less than or equal to zero, set the E_opt value to nan From 0a938ac072091d72c9778ef610e8c71d687027ad Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Fri, 4 Apr 2025 00:46:22 -0400 Subject: [PATCH 08/24] Added FIM test metrics for doe.py --- pyomo/contrib/doe/doe.py | 16 ++-- .../contrib/doe/tests/test_doe_FIM_metrics.py | 90 +++++++++++++++++++ 2 files changed, 99 insertions(+), 7 deletions(-) create mode 100644 pyomo/contrib/doe/tests/test_doe_FIM_metrics.py diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 687de6eb0bc..c6cc41bf951 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1523,7 +1523,7 @@ def compute_FIM_full_factorial( FIM = self._computed_FIM ''' - # Alex said to makek this a function + # Alex said to make this a function # This should be a static (?) function # Making it a function allows us to perform error tests # on the FIM @@ -1535,9 +1535,11 @@ def compute_metrics(FIM): ''' # Compute and record metrics on FIM - D_opt = np.log10(np.linalg.det(FIM)) - A_opt = np.log10(np.trace(FIM)) - E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues + det_FIM = np.linalg.det(FIM) # Determinant of FIM + D_opt = np.log10(det_FIM) + trace_FIM = np.trace(FIM) # Trace of FIM + A_opt = np.log10(trace_FIM) + E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary IMG_THERESHOLD = 1e-6 # Threshold for imaginary component @@ -1564,9 +1566,9 @@ def compute_metrics(FIM): fim_factorial_results["log10 E-opt"].append(E_opt) fim_factorial_results["log10 ME-opt"].append(ME_opt) fim_factorial_results["eigval_min"].append(E_vals[0]) - fim_factorial_results["eigval_max"].append(E_vals[-1]) - fim_factorial_results["det_FIM"].append(np.linalg.det(FIM)) - fim_factorial_results["trace_FIM"].append(np.trace(FIM)) + fim_factorial_results["eigval_max"].append(E_vals.max()) + fim_factorial_results["det_FIM"].append(det_FIM) + fim_factorial_results["trace_FIM"].append(trace_FIM) fim_factorial_results["solve_time"].append(time_set[-1]) self.fim_factorial_results = fim_factorial_results diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py new file mode 100644 index 00000000000..b9fb3acbce3 --- /dev/null +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -0,0 +1,90 @@ +from pyomo.common.dependencies import ( + numpy as np, + pandas as pd +) +import pytest + +def compute_FIM_metrics(FIM): + # Compute and record metrics on FIM + det_FIM = np.linalg.det(FIM) # Determinant of FIM + D_opt = np.log10(det_FIM) + trace_FIM = np.trace(FIM) # Trace of FIM + A_opt = np.log10(trace_FIM) + E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors + + E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + IMG_THERESHOLD = 1e-6 # Threshold for imaginary component + # Warn the user if there is a ``large`` imaginary component (should not be) + if abs(E_vals.imag[E_ind]) > IMG_THERESHOLD: + print( + f"Eigenvalue has imaginary component greater than {IMG_THERESHOLD}, contact developers if this issue persists." + ) + + # If the real value is less than or equal to zero, set the E_opt value to nan + if E_vals.real[E_ind] <= 0: + E_opt = np.nan + else: + E_opt = np.log10(E_vals.real[E_ind]) + + ME_opt = np.log10(np.linalg.cond(FIM)) + + return { + "det_FIM": det_FIM, + "trace_FIM": trace_FIM, + "E_vals": E_vals, + "D_opt": D_opt, + "A_opt": A_opt, + "E_opt": E_opt, + "ME_opt": ME_opt + } + +def test_FIM_metrics(): + # Create a sample Fisher Information Matrix (FIM) + FIM = np.array([[4, 2], [2, 3]]) + + # Call the function to compute metrics + results = compute_FIM_metrics(FIM) + + # Use known values for assertions + det_expected = np.linalg.det(FIM) + D_opt_expected = np.log10(det_expected) + + trace_expected = np.trace(FIM) + A_opt_expected = np.log10(trace_expected) + + E_vals_expected, _ = np.linalg.eig(FIM) + min_eigval = np.min(E_vals_expected.real) + + cond_expected = np.linalg.cond(FIM) + + assert np.isclose(results['det_FIM'], det_expected) + assert np.isclose(results['trace_FIM'], trace_expected) + assert np.allclose(results['E_vals'], E_vals_expected) + assert np.isclose(results['D_opt'], D_opt_expected) + assert np.isclose(results['A_opt'], A_opt_expected) + if min_eigval.real > 0: + assert np.isclose(results['E_opt'], np.log10(min_eigval)) + else: + assert np.isnan(results['E_opt']) + + assert np.isclose(results['ME_opt'], np.log10(cond_expected)) + + +def test_FIM_metrics_warning_printed(capfd): + # Create a matrix with an imaginary component large enough to trigger the warning + FIM = np.array([ + [9, -2], + [9, 3] + ]) + + # Call the function + compute_FIM_metrics(FIM) + + # Capture stdout and stderr + out, err = capfd.readouterr() + + # Correct expected message + expected_message = "Eigenvalue has imaginary component greater than 1e-06, contact developers if this issue persists." + + # Ensure expected message is in the output + assert expected_message in out From acf06f051a4652039d80941790b59f003d5ebbeb Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Wed, 16 Apr 2025 15:39:35 -0400 Subject: [PATCH 09/24] Changed the ``isclose() `` method to ``==`` --- .../contrib/doe/tests/test_doe_FIM_metrics.py | 20 +++++++++---------- 1 file changed, 9 insertions(+), 11 deletions(-) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index b9fb3acbce3..bd246c299a1 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -1,7 +1,5 @@ -from pyomo.common.dependencies import ( - numpy as np, - pandas as pd -) +import numpy as np +# from pyomo.common.dependencies import numpy as np import pytest def compute_FIM_metrics(FIM): @@ -57,17 +55,17 @@ def test_FIM_metrics(): cond_expected = np.linalg.cond(FIM) - assert np.isclose(results['det_FIM'], det_expected) - assert np.isclose(results['trace_FIM'], trace_expected) - assert np.allclose(results['E_vals'], E_vals_expected) - assert np.isclose(results['D_opt'], D_opt_expected) - assert np.isclose(results['A_opt'], A_opt_expected) + assert results['det_FIM']== det_expected # np.isclose(results['det_FIM'], det_expected) + assert results['trace_FIM']== trace_expected # np.isclose(results['trace_FIM'], trace_expected) + assert results['E_vals']== E_vals_expected # np.allclose(results['E_vals'], E_vals_expected) + assert results['D_opt']== D_opt_expected # np.isclose(results['D_opt'], D_opt_expected) + assert results['A_opt']== A_opt_expected # np.isclose(results['A_opt'], A_opt_expected) if min_eigval.real > 0: - assert np.isclose(results['E_opt'], np.log10(min_eigval)) + assert results['E_opt']== np.log10(min_eigval) # np.isclose(results['E_opt'], np.log10(min_eigval)) else: assert np.isnan(results['E_opt']) - assert np.isclose(results['ME_opt'], np.log10(cond_expected)) + assert results['ME_opt']== np.log10(cond_expected)# np.isclose(results['ME_opt'], np.log10(cond_expected)) def test_FIM_metrics_warning_printed(capfd): From 41a6272112fce9ffb484a2469dd85ce66dc2c368 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Wed, 16 Apr 2025 16:11:00 -0400 Subject: [PATCH 10/24] Changed back to ``isclose()`` --- .../contrib/doe/tests/test_doe_FIM_metrics.py | 26 ++++++++++++++----- 1 file changed, 19 insertions(+), 7 deletions(-) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index bd246c299a1..977a3fafee5 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -55,17 +55,29 @@ def test_FIM_metrics(): cond_expected = np.linalg.cond(FIM) - assert results['det_FIM']== det_expected # np.isclose(results['det_FIM'], det_expected) - assert results['trace_FIM']== trace_expected # np.isclose(results['trace_FIM'], trace_expected) - assert results['E_vals']== E_vals_expected # np.allclose(results['E_vals'], E_vals_expected) - assert results['D_opt']== D_opt_expected # np.isclose(results['D_opt'], D_opt_expected) - assert results['A_opt']== A_opt_expected # np.isclose(results['A_opt'], A_opt_expected) + assert np.isclose(results['det_FIM'], det_expected) + assert np.isclose(results['trace_FIM'], trace_expected) + assert np.allclose(results['E_vals'], E_vals_expected) + assert np.isclose(results['D_opt'], D_opt_expected) + assert np.isclose(results['A_opt'], A_opt_expected) if min_eigval.real > 0: - assert results['E_opt']== np.log10(min_eigval) # np.isclose(results['E_opt'], np.log10(min_eigval)) + assert np.isclose(results['E_opt'], np.log10(min_eigval)) else: assert np.isnan(results['E_opt']) - assert results['ME_opt']== np.log10(cond_expected)# np.isclose(results['ME_opt'], np.log10(cond_expected)) + assert np.isclose(results['ME_opt'], np.log10(cond_expected)) + + # assert results['det_FIM']== det_expected # np.isclose(results['det_FIM'], det_expected) + # assert results['trace_FIM']== trace_expected # np.isclose(results['trace_FIM'], trace_expected) + # assert results['E_vals']== E_vals_expected # np.allclose(results['E_vals'], E_vals_expected) + # assert results['D_opt']== D_opt_expected # np.isclose(results['D_opt'], D_opt_expected) + # assert results['A_opt']== A_opt_expected # np.isclose(results['A_opt'], A_opt_expected) + # if min_eigval.real > 0: + # assert results['E_opt']== np.log10(min_eigval) # np.isclose(results['E_opt'], np.log10(min_eigval)) + # else: + # assert np.isnan(results['E_opt']) + + # assert results['ME_opt']== np.log10(cond_expected)# np.isclose(results['ME_opt'], np.log10(cond_expected)) def test_FIM_metrics_warning_printed(capfd): From b55786fb1a64a64c758144e16cb4628d01ad7faa Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 17 Apr 2025 14:52:21 -0400 Subject: [PATCH 11/24] Added todo list --- pyomo/contrib/doe/tests/test_doe_FIM_metrics.py | 15 ++------------- 1 file changed, 2 insertions(+), 13 deletions(-) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 977a3fafee5..5b647c37976 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -11,7 +11,7 @@ def compute_FIM_metrics(FIM): E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - IMG_THERESHOLD = 1e-6 # Threshold for imaginary component + IMG_THERESHOLD = 1e-6 # Instead of creating a new constant, use `SMALL_DIFF` by importiing it form `doe.py` # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > IMG_THERESHOLD: print( @@ -67,18 +67,7 @@ def test_FIM_metrics(): assert np.isclose(results['ME_opt'], np.log10(cond_expected)) - # assert results['det_FIM']== det_expected # np.isclose(results['det_FIM'], det_expected) - # assert results['trace_FIM']== trace_expected # np.isclose(results['trace_FIM'], trace_expected) - # assert results['E_vals']== E_vals_expected # np.allclose(results['E_vals'], E_vals_expected) - # assert results['D_opt']== D_opt_expected # np.isclose(results['D_opt'], D_opt_expected) - # assert results['A_opt']== A_opt_expected # np.isclose(results['A_opt'], A_opt_expected) - # if min_eigval.real > 0: - # assert results['E_opt']== np.log10(min_eigval) # np.isclose(results['E_opt'], np.log10(min_eigval)) - # else: - # assert np.isnan(results['E_opt']) - - # assert results['ME_opt']== np.log10(cond_expected)# np.isclose(results['ME_opt'], np.log10(cond_expected)) - + def test_FIM_metrics_warning_printed(capfd): # Create a matrix with an imaginary component large enough to trigger the warning From 3cc77ef9b29af72bf78fedd26fb7963d816a7574 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 17 Apr 2025 15:30:20 -0400 Subject: [PATCH 12/24] imported `_SMALL_TOLERANCE_IMG` from `doe.py` and used it in the `compute_FIM_metrics` function. --- pyomo/contrib/doe/doe.py | 29 ++++++++----- .../contrib/doe/tests/test_doe_FIM_metrics.py | 42 +++++++++---------- 2 files changed, 39 insertions(+), 32 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index eb33c08621c..afc27751e34 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -61,6 +61,13 @@ # below and the tests. The user should not need to adjust it. _SMALL_TOLERANCE_SYMMETRY = 1e-6 +# This small and positive tolerance is used to check +# if the imaginary part of the eigenvalues of the FIM is +# greater than a small tolerance. It is defined as a +# tolerance here to ensure consistency between the code +# below and the tests. The user should not need to adjust it. +_SMALL_TOLERANCE_IMG = 1e-6 + class ObjectiveLib(Enum): determinant = "determinant" @@ -1578,8 +1585,8 @@ def compute_FIM_full_factorial( time_set.append(iter_t) FIM = self._computed_FIM - - ''' + + """ # Alex said to make this a function # This should be a static (?) function # Making it a function allows us to perform error tests @@ -1590,25 +1597,25 @@ def compute_metrics(FIM): # Perform error checks # Return D, A, E, ME - ''' + """ # Compute and record metrics on FIM - det_FIM = np.linalg.det(FIM) # Determinant of FIM + det_FIM = np.linalg.det(FIM) # Determinant of FIM D_opt = np.log10(det_FIM) trace_FIM = np.trace(FIM) # Trace of FIM - A_opt = np.log10(trace_FIM) - E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors + A_opt = np.log10(trace_FIM) + E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - IMG_THERESHOLD = 1e-6 # Threshold for imaginary component + # Warn the user if there is a ``large`` imaginary component (should not be) - if abs(E_vals.imag[E_ind]) > IMG_THERESHOLD: + if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: self.logger.warning( - f"Eigenvalue has imaginary component greater than {IMG_THERESHOLD}, contact developers if this issue persists." + f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." ) # If the real value is less than or equal to zero, set the E_opt value to nan if E_vals.real[E_ind] <= 0: - E_opt = np.nan + E_opt = np.nan else: E_opt = np.log10(E_vals.real[E_ind]) @@ -1627,7 +1634,7 @@ def compute_metrics(FIM): fim_factorial_results["det_FIM"].append(det_FIM) fim_factorial_results["trace_FIM"].append(trace_FIM) fim_factorial_results["solve_time"].append(time_set[-1]) - + self.fim_factorial_results = fim_factorial_results return self.fim_factorial_results diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 5b647c37976..4a735e85749 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -1,26 +1,29 @@ import numpy as np + # from pyomo.common.dependencies import numpy as np +from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG import pytest + def compute_FIM_metrics(FIM): # Compute and record metrics on FIM - det_FIM = np.linalg.det(FIM) # Determinant of FIM + det_FIM = np.linalg.det(FIM) # Determinant of FIM D_opt = np.log10(det_FIM) trace_FIM = np.trace(FIM) # Trace of FIM - A_opt = np.log10(trace_FIM) - E_vals, E_vecs =np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors + A_opt = np.log10(trace_FIM) + E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary IMG_THERESHOLD = 1e-6 # Instead of creating a new constant, use `SMALL_DIFF` by importiing it form `doe.py` # Warn the user if there is a ``large`` imaginary component (should not be) - if abs(E_vals.imag[E_ind]) > IMG_THERESHOLD: + if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: print( - f"Eigenvalue has imaginary component greater than {IMG_THERESHOLD}, contact developers if this issue persists." + f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." ) # If the real value is less than or equal to zero, set the E_opt value to nan if E_vals.real[E_ind] <= 0: - E_opt = np.nan + E_opt = np.nan else: E_opt = np.log10(E_vals.real[E_ind]) @@ -33,9 +36,10 @@ def compute_FIM_metrics(FIM): "D_opt": D_opt, "A_opt": A_opt, "E_opt": E_opt, - "ME_opt": ME_opt + "ME_opt": ME_opt, } + def test_FIM_metrics(): # Create a sample Fisher Information Matrix (FIM) FIM = np.array([[4, 2], [2, 3]]) @@ -55,26 +59,22 @@ def test_FIM_metrics(): cond_expected = np.linalg.cond(FIM) - assert np.isclose(results['det_FIM'], det_expected) - assert np.isclose(results['trace_FIM'], trace_expected) - assert np.allclose(results['E_vals'], E_vals_expected) - assert np.isclose(results['D_opt'], D_opt_expected) - assert np.isclose(results['A_opt'], A_opt_expected) + assert np.isclose(results["det_FIM"], det_expected) + assert np.isclose(results["trace_FIM"], trace_expected) + assert np.allclose(results["E_vals"], E_vals_expected) + assert np.isclose(results["D_opt"], D_opt_expected) + assert np.isclose(results["A_opt"], A_opt_expected) if min_eigval.real > 0: - assert np.isclose(results['E_opt'], np.log10(min_eigval)) + assert np.isclose(results["E_opt"], np.log10(min_eigval)) else: - assert np.isnan(results['E_opt']) + assert np.isnan(results["E_opt"]) - assert np.isclose(results['ME_opt'], np.log10(cond_expected)) + assert np.isclose(results["ME_opt"], np.log10(cond_expected)) - def test_FIM_metrics_warning_printed(capfd): # Create a matrix with an imaginary component large enough to trigger the warning - FIM = np.array([ - [9, -2], - [9, 3] - ]) + FIM = np.array([[9, -2], [9, 3]]) # Call the function compute_FIM_metrics(FIM) @@ -83,7 +83,7 @@ def test_FIM_metrics_warning_printed(capfd): out, err = capfd.readouterr() # Correct expected message - expected_message = "Eigenvalue has imaginary component greater than 1e-06, contact developers if this issue persists." + expected_message = "Eigenvalue has imaginary component greater than 1e-6, contact developers if this issue persists." # Ensure expected message is in the output assert expected_message in out From 3ca1c4e45bf7ab576ff8828b2fecb5d8e3862a9b Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 24 Apr 2025 12:25:42 -0400 Subject: [PATCH 13/24] Deleted comment "Alex said..." --- pyomo/contrib/doe/doe.py | 12 ------------ 1 file changed, 12 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index afc27751e34..80f1aff2829 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1586,18 +1586,6 @@ def compute_FIM_full_factorial( FIM = self._computed_FIM - """ - # Alex said to make this a function - # This should be a static (?) function - # Making it a function allows us to perform error tests - # on the FIM - def compute_metrics(FIM): - - # Compute D, A, E, ME metrics - # Perform error checks - # Return D, A, E, ME - - """ # Compute and record metrics on FIM det_FIM = np.linalg.det(FIM) # Determinant of FIM D_opt = np.log10(det_FIM) From 7c2535fcf2fa9aa08372331c5dde97edd5bb2b79 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 24 Apr 2025 14:07:22 -0400 Subject: [PATCH 14/24] added 1e-6 as the _SMALL_TOLERANCE_IMG --- pyomo/contrib/doe/tests/test_doe_FIM_metrics.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 4a735e85749..616d220e5d6 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -18,7 +18,7 @@ def compute_FIM_metrics(FIM): # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: print( - f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." + "Eigenvalue has imaginary component greater than 1e-6, contact developers if this issue persists." ) # If the real value is less than or equal to zero, set the E_opt value to nan From 5216672fab4053b04967fa221e7de2f60bf72445 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 24 Apr 2025 14:33:34 -0400 Subject: [PATCH 15/24] Deleted the figures that was generated by runnig the example --- example_reactor_compute_FIM_A_opt.png | Bin 282246 -> 0 bytes example_reactor_compute_FIM_D_opt.png | Bin 277949 -> 0 bytes example_reactor_compute_FIM_E_opt.png | Bin 285852 -> 0 bytes example_reactor_compute_FIM_ME_opt.png | Bin 286753 -> 0 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zJX2t(JRLE|NjP`de&3Q3j?XDxAyWSG(8HjqR8g;!b6$Hr^NF`nRY~R!vD|v8Sbk7_ zYSQqC_eD-Q5J(>7VL16Of-vl~#Pz`!z$V<lOzQl$c~Wf1zF*xh%UiaPm8IeyLz^JI z=BH(lA$s9J6`7{C&9T*hDl|G1-gi6*~99w)pV39IlO<_cpP z3KV^ySnm!8Sj8?#zK(3cKCrGN<>!R+b*k9KHEJ;4pk6;84+IC!o)n0Y{*rgjnL&u|nr%ok++ zs)*Ro{wOUhv3Vymzo>8Dd!x*Yk>LgB3mLog@ao6?1P)_=G^T1qIx&$fb9dU&z}-{u zWpz&l5*u(sbTaxuUaQI{FFWObd2~+TABL)8<(v_OyV+b(ruc+g{U$pdLs7Z;W;kH- z!_}d^&A4i;{A+2QQ`(fo%KxTfc7kG4xOBNevUZ-XfAWx>J^4~nLxgGKdU>?5kMfU> zYg6B}{k04CQ(Hec9~}Pk4;iImF+jM(`7wdPbSZ|Uex8n&WFZ+RWWJZIgTY~HQO!=myAm_Im$n`>FbZIV)<{68br2-FX_~bQZRI+0VzJa z9*u-3eS*2eq0(9o7%iF8|9)YcMZw2kI1ciZm}TS!F}x`Ht7EhuDq^HSId)kDqqQIX z(_XZ}scnD9=?k7mtgwDcYuUG92?H&D!q=}w3 Date: Mon, 28 Apr 2025 15:14:21 -0400 Subject: [PATCH 16/24] adding unittest --- .../contrib/doe/tests/test_doe_FIM_metrics.py | 24 +++++++++++++++++-- 1 file changed, 22 insertions(+), 2 deletions(-) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 616d220e5d6..73ba835a32f 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -1,8 +1,28 @@ +from pyomo.common.dependencies import ( + numpy as np, + numpy_available, + pandas as pd, + pandas_available, +) + +import pyomo.common.unittest as unittest +from pyomo.contrib.doe import DesignOfExperiments +from pyomo.contrib.doe.doe import compute_FIM_full_factorial, _SMALL_TOLERANCE_IMG +from pyomo.opt import SolverFactory + + +@unittest.skipIf(not numpy_available, "Numpy is not available") +class TestFullFactrialMetrics(unittest.TestCase): + def test_compute_FIM_full_factorial_metrics(self): + # Create a sample Fisher Information Matrix (FIM) + FIM = np.array([[4, 2], [2, 3]]) + + +# ====================================================================== import numpy as np # from pyomo.common.dependencies import numpy as np from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG -import pytest def compute_FIM_metrics(FIM): @@ -14,7 +34,7 @@ def compute_FIM_metrics(FIM): E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - IMG_THERESHOLD = 1e-6 # Instead of creating a new constant, use `SMALL_DIFF` by importiing it form `doe.py` + # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: print( From e9e83b6e7a16ebf7de664f723b387b6737db92d0 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Tue, 29 Apr 2025 21:13:23 -0400 Subject: [PATCH 17/24] to test doe , added the "doe_test_example.py" script, which returns a doe object that uses the "reactor_experiment" example in doe directory. Also added the png files to gitignore that are stored when "reactor_example.py" is run. --- .gitignore | 6 + pyomo/contrib/doe/tests/doe_test_example.py | 150 ++++++++++++++++++ .../contrib/doe/tests/test_doe_FIM_metrics.py | 13 +- 3 files changed, 167 insertions(+), 2 deletions(-) create mode 100644 pyomo/contrib/doe/tests/doe_test_example.py diff --git a/.gitignore b/.gitignore index 9550b0773f7..fa26f23655a 100644 --- a/.gitignore +++ b/.gitignore @@ -34,3 +34,9 @@ cplex.log # Mac tracking files *.DS_Store* + +# DOE example .png files +example_reactor_compute_FIM_E_opt.png +example_reactor_compute_FIM_A_opt.png +example_reactor_compute_FIM_D_opt.png +example_reactor_compute_FIM_ME_opt.png diff --git a/pyomo/contrib/doe/tests/doe_test_example.py b/pyomo/contrib/doe/tests/doe_test_example.py new file mode 100644 index 00000000000..1b332a28695 --- /dev/null +++ b/pyomo/contrib/doe/tests/doe_test_example.py @@ -0,0 +1,150 @@ +# ___________________________________________________________________________ +# +# Pyomo: Python Optimization Modeling Objects +# Copyright (c) 2008-2025 +# National Technology and Engineering Solutions of Sandia, LLC +# Under the terms of Contract DE-NA0003525 with National Technology and +# Engineering Solutions of Sandia, LLC, the U.S. Government retains certain +# rights in this software. +# This software is distributed under the 3-clause BSD License. +# ___________________________________________________________________________ +from pyomo.common.dependencies import numpy as np + +from pyomo.contrib.doe.examples.reactor_experiment import ReactorExperiment +from pyomo.contrib.doe import DesignOfExperiments + +import pyomo.environ as pyo + +import json +from pathlib import Path +import idaes.core.solvers.get_solver # import the idaes solvers + + +# Example for sensitivity analysis on the reactor experiment +# After sensitivity analysis is done, we perform optimal DoE +def run_reactor_doe( + run_doe=False, + compute_FIM_full_factorial=False, + draw_factorial_figure=False, + save_draw_factorial_figure=False, +): + # Read in file + DATA_DIR = Path(__file__).parent.parent / "examples" + file_path = DATA_DIR / "result.json" + + with open(file_path) as f: + data_ex = json.load(f) + + # Put temperature control time points into correct format for reactor experiment + data_ex["control_points"] = { + float(k): v for k, v in data_ex["control_points"].items() + } + + # Create a ReactorExperiment object; data and discretization information are part + # of the constructor of this object + experiment = ReactorExperiment(data=data_ex, nfe=10, ncp=3) + + # Use a central difference, with step size 1e-3 + fd_formula = "central" + step_size = 1e-3 + + # Use the determinant objective with scaled sensitivity matrix + objective_option = "determinant" + scale_nominal_param_value = True + + # Create the DesignOfExperiments object + # We will not be passing any prior information in this example + # and allow the experiment object and the DesignOfExperiments + # call of ``run_doe`` perform model initialization. + doe_obj = DesignOfExperiments( + experiment, + fd_formula=fd_formula, + step=step_size, + objective_option=objective_option, + scale_constant_value=1, + scale_nominal_param_value=scale_nominal_param_value, + prior_FIM=None, + jac_initial=None, + fim_initial=None, + L_diagonal_lower_bound=1e-7, + solver=None, + tee=False, + get_labeled_model_args=None, + _Cholesky_option=True, + _only_compute_fim_lower=True, + ) + + # Make design ranges to compute the full factorial design + design_ranges = {"CA[0]": [1, 5, 9], "T[0]": [300, 700, 9]} + + # Compute the full factorial design with the sequential FIM calculation + if compute_FIM_full_factorial: + doe_obj.compute_FIM_full_factorial( + design_ranges=design_ranges, method="sequential" + ) + + # Plot the results + if draw_factorial_figure: + if save_draw_factorial_figure: + figure_file_name = "example_reactor_compute_FIM" + else: + figure_file_name = None + + doe_obj.draw_factorial_figure( + sensitivity_design_variables=["CA[0]", "T[0]"], + fixed_design_variables={ + "T[0.125]": 300, + "T[0.25]": 300, + "T[0.375]": 300, + "T[0.5]": 300, + "T[0.625]": 300, + "T[0.75]": 300, + "T[0.875]": 300, + "T[1]": 300, + }, + title_text="Reactor Example", + xlabel_text="Concentration of A (M)", + ylabel_text="Initial Temperature (K)", + figure_file_name=figure_file_name, + log_scale=False, + ) + + ########################### + # End sensitivity analysis + + # Begin optimal DoE + #################### + if run_doe: + doe_obj.run_doe() + + # Print out a results summary + print("Optimal experiment values: ") + print( + "\tInitial concentration: {:.2f}".format( + doe_obj.results["Experiment Design"][0] + ) + ) + print( + ("\tTemperature values: [" + "{:.2f}, " * 8 + "{:.2f}]").format( + *doe_obj.results["Experiment Design"][1:] + ) + ) + print("FIM at optimal design:\n {}".format(np.array(doe_obj.results["FIM"]))) + print( + "Objective value at optimal design: {:.2f}".format( + pyo.value(doe_obj.model.objective) + ) + ) + + print(doe_obj.results["Experiment Design Names"]) + + ################### + # End optimal DoE + + # retrun the doe object for further use + return doe_obj + + +# uncomment the following line to run the example +# if __name__ == "__main__": +# run_reactor_doe(run_doe=True) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 73ba835a32f..454a802fd63 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -7,12 +7,21 @@ import pyomo.common.unittest as unittest from pyomo.contrib.doe import DesignOfExperiments -from pyomo.contrib.doe.doe import compute_FIM_full_factorial, _SMALL_TOLERANCE_IMG +from pyomo.contrib.doe.tests import doe_test_example +from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG from pyomo.opt import SolverFactory +import pyomo.environ as pyo + +import json +from pathlib import Path +import idaes + +ipopt_available = SolverFactory("ipopt").available() +k_aug_available = SolverFactory("k_aug", solver_io="nl", validate=False) @unittest.skipIf(not numpy_available, "Numpy is not available") -class TestFullFactrialMetrics(unittest.TestCase): +class TestFullFactorialMetrics(unittest.TestCase): def test_compute_FIM_full_factorial_metrics(self): # Create a sample Fisher Information Matrix (FIM) FIM = np.array([[4, 2], [2, 3]]) From 706496619355b3e9001929fed7c6bb87c301e575 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Tue, 29 Apr 2025 23:04:08 -0400 Subject: [PATCH 18/24] The test_example file is not required. It is deleted. in `test_doe_FIM_metrics.py` instead of importing idaes, only the solvers are imported. --- pyomo/contrib/doe/tests/doe_test_example.py | 150 ------------------ .../contrib/doe/tests/test_doe_FIM_metrics.py | 12 +- 2 files changed, 11 insertions(+), 151 deletions(-) delete mode 100644 pyomo/contrib/doe/tests/doe_test_example.py diff --git a/pyomo/contrib/doe/tests/doe_test_example.py b/pyomo/contrib/doe/tests/doe_test_example.py deleted file mode 100644 index 1b332a28695..00000000000 --- a/pyomo/contrib/doe/tests/doe_test_example.py +++ /dev/null @@ -1,150 +0,0 @@ -# ___________________________________________________________________________ -# -# Pyomo: Python Optimization Modeling Objects -# Copyright (c) 2008-2025 -# National Technology and Engineering Solutions of Sandia, LLC -# Under the terms of Contract DE-NA0003525 with National Technology and -# Engineering Solutions of Sandia, LLC, the U.S. Government retains certain -# rights in this software. -# This software is distributed under the 3-clause BSD License. -# ___________________________________________________________________________ -from pyomo.common.dependencies import numpy as np - -from pyomo.contrib.doe.examples.reactor_experiment import ReactorExperiment -from pyomo.contrib.doe import DesignOfExperiments - -import pyomo.environ as pyo - -import json -from pathlib import Path -import idaes.core.solvers.get_solver # import the idaes solvers - - -# Example for sensitivity analysis on the reactor experiment -# After sensitivity analysis is done, we perform optimal DoE -def run_reactor_doe( - run_doe=False, - compute_FIM_full_factorial=False, - draw_factorial_figure=False, - save_draw_factorial_figure=False, -): - # Read in file - DATA_DIR = Path(__file__).parent.parent / "examples" - file_path = DATA_DIR / "result.json" - - with open(file_path) as f: - data_ex = json.load(f) - - # Put temperature control time points into correct format for reactor experiment - data_ex["control_points"] = { - float(k): v for k, v in data_ex["control_points"].items() - } - - # Create a ReactorExperiment object; data and discretization information are part - # of the constructor of this object - experiment = ReactorExperiment(data=data_ex, nfe=10, ncp=3) - - # Use a central difference, with step size 1e-3 - fd_formula = "central" - step_size = 1e-3 - - # Use the determinant objective with scaled sensitivity matrix - objective_option = "determinant" - scale_nominal_param_value = True - - # Create the DesignOfExperiments object - # We will not be passing any prior information in this example - # and allow the experiment object and the DesignOfExperiments - # call of ``run_doe`` perform model initialization. - doe_obj = DesignOfExperiments( - experiment, - fd_formula=fd_formula, - step=step_size, - objective_option=objective_option, - scale_constant_value=1, - scale_nominal_param_value=scale_nominal_param_value, - prior_FIM=None, - jac_initial=None, - fim_initial=None, - L_diagonal_lower_bound=1e-7, - solver=None, - tee=False, - get_labeled_model_args=None, - _Cholesky_option=True, - _only_compute_fim_lower=True, - ) - - # Make design ranges to compute the full factorial design - design_ranges = {"CA[0]": [1, 5, 9], "T[0]": [300, 700, 9]} - - # Compute the full factorial design with the sequential FIM calculation - if compute_FIM_full_factorial: - doe_obj.compute_FIM_full_factorial( - design_ranges=design_ranges, method="sequential" - ) - - # Plot the results - if draw_factorial_figure: - if save_draw_factorial_figure: - figure_file_name = "example_reactor_compute_FIM" - else: - figure_file_name = None - - doe_obj.draw_factorial_figure( - sensitivity_design_variables=["CA[0]", "T[0]"], - fixed_design_variables={ - "T[0.125]": 300, - "T[0.25]": 300, - "T[0.375]": 300, - "T[0.5]": 300, - "T[0.625]": 300, - "T[0.75]": 300, - "T[0.875]": 300, - "T[1]": 300, - }, - title_text="Reactor Example", - xlabel_text="Concentration of A (M)", - ylabel_text="Initial Temperature (K)", - figure_file_name=figure_file_name, - log_scale=False, - ) - - ########################### - # End sensitivity analysis - - # Begin optimal DoE - #################### - if run_doe: - doe_obj.run_doe() - - # Print out a results summary - print("Optimal experiment values: ") - print( - "\tInitial concentration: {:.2f}".format( - doe_obj.results["Experiment Design"][0] - ) - ) - print( - ("\tTemperature values: [" + "{:.2f}, " * 8 + "{:.2f}]").format( - *doe_obj.results["Experiment Design"][1:] - ) - ) - print("FIM at optimal design:\n {}".format(np.array(doe_obj.results["FIM"]))) - print( - "Objective value at optimal design: {:.2f}".format( - pyo.value(doe_obj.model.objective) - ) - ) - - print(doe_obj.results["Experiment Design Names"]) - - ################### - # End optimal DoE - - # retrun the doe object for further use - return doe_obj - - -# uncomment the following line to run the example -# if __name__ == "__main__": -# run_reactor_doe(run_doe=True) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 454a802fd63..8e5ae5ab04c 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -1,3 +1,13 @@ +# ___________________________________________________________________________ +# +# Pyomo: Python Optimization Modeling Objects +# Copyright (c) 2008-2025 +# National Technology and Engineering Solutions of Sandia, LLC +# Under the terms of Contract DE-NA0003525 with National Technology and +# Engineering Solutions of Sandia, LLC, the U.S. Government retains certain +# rights in this software. +# This software is distributed under the 3-clause BSD License. +# ___________________________________________________________________________ from pyomo.common.dependencies import ( numpy as np, numpy_available, @@ -14,7 +24,7 @@ import json from pathlib import Path -import idaes +import idaes.core.solvers.get_solver ipopt_available = SolverFactory("ipopt").available() k_aug_available = SolverFactory("k_aug", solver_io="nl", validate=False) From 50118001adb249cc0ed1282794c818a1e3125f34 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Wed, 30 Apr 2025 10:26:21 -0400 Subject: [PATCH 19/24] Coding with Alex about `compute_FIM_metrics` funciton. --- pyomo/contrib/doe/doe.py | 63 +++++++++++++++++++ .../contrib/doe/tests/test_doe_FIM_metrics.py | 42 +------------ 2 files changed, 65 insertions(+), 40 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 80f1aff2829..abf9985ecb1 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -2333,3 +2333,66 @@ def _sgn(self, p): return 1 else: return -1 + + +# To discuss with Pyomo team: Should this be a light weight class? +# The init method would essentially be the function below +# The class would have atributes instead of returning a dictionary +# This would then allow extensions such as a method to print the eigendecomposition +# in a nicely formatted pandas dataframe. +def _compute_FIM_metrics(FIM): + """Need to add a document string here. + + TODO: Return several results in a tuple (multiple outputs). This is a private function. + """ + + # Need to do error checking here to make sure FIM is a square matrix + # Need to do error checking here to make sure FIM is positive definite + # Need to do error checking here to make sure FIM is symmetric + # These error checks are implemented above, let's generalize them + # so we can reuse code + + # Compute and record metrics on FIM + det_FIM = np.linalg.det(FIM) # Determinant of FIM + D_opt = np.log10(det_FIM) + trace_FIM = np.trace(FIM) # Trace of FIM + A_opt = np.log10(trace_FIM) + E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors + + E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + + # Warn the user if there is a ``large`` imaginary component (should not be) + if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: + print( + f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." + ) + + # If the real value is less than or equal to zero, set the E_opt value to nan + if E_vals.real[E_ind] <= 0: + E_opt = np.nan + else: + E_opt = np.log10(E_vals.real[E_ind]) + + ME_opt = np.log10(np.linalg.cond(FIM)) + + return det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt + + +def get_FIM_metrics(FIM): + """Add document string here. This is the public interface.""" + + det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( + _compute_FIM_metrics(FIM) + ) + + # Also return the eigenvectors + return { + "det_FIM": det_FIM, + "trace_FIM": trace_FIM, + "E_vals": E_vals, + "E_vecs": E_vecs, + "D_opt": D_opt, + "A_opt": A_opt, + "E_opt": E_opt, + "ME_opt": ME_opt, + } diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 8e5ae5ab04c..1318b019b81 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -18,7 +18,7 @@ import pyomo.common.unittest as unittest from pyomo.contrib.doe import DesignOfExperiments from pyomo.contrib.doe.tests import doe_test_example -from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG +from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG, compute_FIM_metrics from pyomo.opt import SolverFactory import pyomo.environ as pyo @@ -40,44 +40,6 @@ def test_compute_FIM_full_factorial_metrics(self): # ====================================================================== import numpy as np -# from pyomo.common.dependencies import numpy as np -from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG - - -def compute_FIM_metrics(FIM): - # Compute and record metrics on FIM - det_FIM = np.linalg.det(FIM) # Determinant of FIM - D_opt = np.log10(det_FIM) - trace_FIM = np.trace(FIM) # Trace of FIM - A_opt = np.log10(trace_FIM) - E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors - - E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - - # Warn the user if there is a ``large`` imaginary component (should not be) - if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: - print( - "Eigenvalue has imaginary component greater than 1e-6, contact developers if this issue persists." - ) - - # If the real value is less than or equal to zero, set the E_opt value to nan - if E_vals.real[E_ind] <= 0: - E_opt = np.nan - else: - E_opt = np.log10(E_vals.real[E_ind]) - - ME_opt = np.log10(np.linalg.cond(FIM)) - - return { - "det_FIM": det_FIM, - "trace_FIM": trace_FIM, - "E_vals": E_vals, - "D_opt": D_opt, - "A_opt": A_opt, - "E_opt": E_opt, - "ME_opt": ME_opt, - } - def test_FIM_metrics(): # Create a sample Fisher Information Matrix (FIM) @@ -122,7 +84,7 @@ def test_FIM_metrics_warning_printed(capfd): out, err = capfd.readouterr() # Correct expected message - expected_message = "Eigenvalue has imaginary component greater than 1e-6, contact developers if this issue persists." + expected_message = "Eigenvalue has imaginary component greater than {}, contact developers if this issue persists." # Ensure expected message is in the output assert expected_message in out From 6d26fdf121352952e83f9284c61123591a3f662c Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Wed, 30 Apr 2025 15:13:58 -0400 Subject: [PATCH 20/24] Changed the test file to test the new function and added logging for _compute_FIM_metric funciton in doe --- pyomo/contrib/doe/doe.py | 122 +++++++++++++----- .../contrib/doe/tests/test_doe_FIM_metrics.py | 49 ++++++- 2 files changed, 133 insertions(+), 38 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index abf9985ecb1..682caaafef0 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1381,6 +1381,31 @@ def check_model_FIM(self, model=None, FIM=None): ) ) + # Check FIM is positive definite and symmetric + self._check_FIM(FIM) + + self.logger.info( + "FIM provided matches expected dimensions from model and is approximately positive (semi) definite." + ) + + # TODO: Make this a static method + @staticmethod + def _check_FIM(FIM): + """Private method for basic diagonists on FIM + + Parameters + ---------- + FIM: 2D numpy array representing the FIM + + Returns + ------- + None, but will raise error messages as needed + + """ + # Ensure that the FIM is a square matrix + if FIM.shape[0] != FIM.shape[1]: + raise ValueError("FIM must be a square matrix") + # Compute the eigenvalues of the FIM evals = np.linalg.eigvals(FIM) @@ -1400,10 +1425,6 @@ def check_model_FIM(self, model=None, FIM=None): ) ) - self.logger.info( - "FIM provided matches expected dimensions from model and is approximately positive (semi) definite." - ) - # Check the jacobian shape against what is expected from the model. def check_model_jac(self, jac=None): if jac.shape != (self.n_experiment_outputs, self.n_parameters): @@ -2335,35 +2356,57 @@ def _sgn(self, p): return -1 -# To discuss with Pyomo team: Should this be a light weight class? -# The init method would essentially be the function below -# The class would have atributes instead of returning a dictionary -# This would then allow extensions such as a method to print the eigendecomposition -# in a nicely formatted pandas dataframe. +# loggers for the functions +function_logger = logging.getLogger(__name__) +function_logger.setLevel(logging.WARNING) + + +# Functions to compute FIM metrics def _compute_FIM_metrics(FIM): - """Need to add a document string here. + """ + This private function calculates the FIM metrics and returns them as a tuple. + + Parameters + ---------- + FIM: 2D numpy array of the FIM + + Returns + ------- + det_FIM: determinant of the FIM + trace_FIM: trace of the FIM + E_vals: eigenvalues of the FIM + E_vecs: eigenvectors of the FIM + D_opt: log10(D-optimality) metric + A_opt: log10(A-optimality) metric + E_opt: log10(E-optimality) metric + ME_opt: log10(Modified E-optimality) metric + TODO: Return several results in a tuple (multiple outputs). This is a private function. """ - # Need to do error checking here to make sure FIM is a square matrix - # Need to do error checking here to make sure FIM is positive definite - # Need to do error checking here to make sure FIM is symmetric - # These error checks are implemented above, let's generalize them - # so we can reuse code + # !Need to do error checking here to make sure FIM is a square matrix + # !Need to do error checking here to make sure FIM is positive definite + # !Need to do error checking here to make sure FIM is symmetric + # !These error checks are implemented above, let's generalize them + # !so we can reuse code - # Compute and record metrics on FIM - det_FIM = np.linalg.det(FIM) # Determinant of FIM + # Check whether the FIM is square, positive definite, and symmetric + DesignOfExperiments._check_FIM(FIM) + + # Compute FIM metrics + det_FIM = np.linalg.det(FIM) D_opt = np.log10(det_FIM) - trace_FIM = np.trace(FIM) # Trace of FIM + + trace_FIM = np.trace(FIM) A_opt = np.log10(trace_FIM) - E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors - E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + E_vals, E_vecs = np.linalg.eig(FIM) + E_ind = np.argmin(E_vals.real) # index of smallest eigenvalue # Warn the user if there is a ``large`` imaginary component (should not be) if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: - print( + function_logger.warning( f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." ) @@ -2379,20 +2422,35 @@ def _compute_FIM_metrics(FIM): def get_FIM_metrics(FIM): - """Add document string here. This is the public interface.""" - + """ + This private function calculates the FIM metrics and returns them as a dictionary. + + Parameters + ---------- + FIM: 2D numpy array of the FIM + + Returns + ------- + det_FIM: determinant of the FIM + trace_FIM: trace of the FIM + E_vals: eigenvalues of the FIM + E_vecs: eigenvectors of the FIM + D_opt: D-optimality metric + A_opt: A-optimality metric + E_opt: E-optimality metric + ME_opt: Modified E-optimality metric + """ det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( _compute_FIM_metrics(FIM) ) - # Also return the eigenvectors return { - "det_FIM": det_FIM, - "trace_FIM": trace_FIM, - "E_vals": E_vals, - "E_vecs": E_vecs, - "D_opt": D_opt, - "A_opt": A_opt, - "E_opt": E_opt, - "ME_opt": ME_opt, + "Determinanat of FIM": det_FIM, + "Trace of FIM": trace_FIM, + "Eigenvalues": E_vals, + "Eigen vectors": E_vecs, + "log10(D-Optimality)": D_opt, + "log10(A-Optimality)": A_opt, + "log10(E-Optimality)": E_opt, + "log10(Modified E-Optimality)": ME_opt, } diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 1318b019b81..9127905c17e 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -17,25 +17,62 @@ import pyomo.common.unittest as unittest from pyomo.contrib.doe import DesignOfExperiments -from pyomo.contrib.doe.tests import doe_test_example -from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG, compute_FIM_metrics + +# Not need? from pyomo.contrib.doe.tests import doe_test_example +from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG, _compute_FIM_metrics from pyomo.opt import SolverFactory import pyomo.environ as pyo import json from pathlib import Path +import logging import idaes.core.solvers.get_solver -ipopt_available = SolverFactory("ipopt").available() -k_aug_available = SolverFactory("k_aug", solver_io="nl", validate=False) +# ipopt_available = SolverFactory("ipopt").available() +# k_aug_available = SolverFactory("k_aug", solver_io="nl", validate=False) @unittest.skipIf(not numpy_available, "Numpy is not available") -class TestFullFactorialMetrics(unittest.TestCase): - def test_compute_FIM_full_factorial_metrics(self): +class TestComputeFIMMetrics(unittest.TestCase): + def test_compute_FIM_metrics(self): # Create a sample Fisher Information Matrix (FIM) FIM = np.array([[4, 2], [2, 3]]) + det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( + _compute_FIM_metrics(FIM) + ) + + # expected results + det_expected = np.linalg.det(FIM) + D_opt_expected = np.log10(det_expected) + + trace_expected = np.trace(FIM) + A_opt_expected = np.log10(trace_expected) + + E_vals_expected, E_vecs_expected = np.linalg.eig(FIM) + min_eigval = np.min(E_vals_expected.real) + E_opt_expected = np.log10(min_eigval) + + cond_expected = np.linalg.cond(FIM) + ME_opt_expected = np.log10(cond_expected) + + # Test results + self.assertEqual(det_FIM, det_expected) + self.assertEqual(trace_FIM, trace_expected) + self.assertTrue(np.allclose(E_vals, E_vals_expected)) + self.assertTrue(np.allclose(E_vecs, E_vecs_expected)) + self.assertEqual(D_opt, D_opt_expected) + self.assertEqual(A_opt, A_opt_expected) + self.assertEqual(E_opt, E_opt_expected) + self.assertEqual(ME_opt, ME_opt_expected) + + +class TestFIMWarning(unittest.TestCase): + def test_FIM_eigenvalue_warning(self): + # Create a matrix with an imaginary component large enough to trigger the warning + FIM = np.array([[9, -2], [9, 3]]) + with self.assertLogs('_compute_FIM_metrics', level="WARNING") as cm: + # ====================================================================== import numpy as np From 32079fe11421749e60d706a43a8f3ac7358a2f73 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 1 May 2025 01:37:24 -0400 Subject: [PATCH 21/24] added working test code for _compute_FIM_metric function and _check_FIM() staticmethod of DesignOfExperiments class --- pyomo/contrib/doe/doe.py | 54 ++++---- .../contrib/doe/tests/test_doe_FIM_metrics.py | 127 +++++++++--------- 2 files changed, 85 insertions(+), 96 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 682caaafef0..9a597facc5e 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1391,7 +1391,7 @@ def check_model_FIM(self, model=None, FIM=None): # TODO: Make this a static method @staticmethod def _check_FIM(FIM): - """Private method for basic diagonists on FIM + """Private method for basic diagonists on FIM to ensure that the FIM is square, positive definite and symmetric. Parameters ---------- @@ -1607,28 +1607,32 @@ def compute_FIM_full_factorial( FIM = self._computed_FIM - # Compute and record metrics on FIM - det_FIM = np.linalg.det(FIM) # Determinant of FIM - D_opt = np.log10(det_FIM) - trace_FIM = np.trace(FIM) # Trace of FIM - A_opt = np.log10(trace_FIM) - E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors + det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( + _compute_FIM_metrics(FIM) + ) - E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + # # Compute and record metrics on FIM + # det_FIM = np.linalg.det(FIM) # Determinant of FIM + # D_opt = np.log10(det_FIM) + # trace_FIM = np.trace(FIM) # Trace of FIM + # A_opt = np.log10(trace_FIM) + # E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors - # Warn the user if there is a ``large`` imaginary component (should not be) - if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: - self.logger.warning( - f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." - ) + # E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - # If the real value is less than or equal to zero, set the E_opt value to nan - if E_vals.real[E_ind] <= 0: - E_opt = np.nan - else: - E_opt = np.log10(E_vals.real[E_ind]) + # # Warn the user if there is a ``large`` imaginary component (should not be) + # if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: + # self.logger.warning( + # f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." + # ) - ME_opt = np.log10(np.linalg.cond(FIM)) + # # If the real value is less than or equal to zero, set the E_opt value to nan + # if E_vals.real[E_ind] <= 0: + # E_opt = np.nan + # else: + # E_opt = np.log10(E_vals.real[E_ind]) + + # ME_opt = np.log10(np.linalg.cond(FIM)) # Append the values for each of the experiment inputs for k, v in model.experiment_inputs.items(): @@ -2380,17 +2384,8 @@ def _compute_FIM_metrics(FIM): A_opt: log10(A-optimality) metric E_opt: log10(E-optimality) metric ME_opt: log10(Modified E-optimality) metric - - - TODO: Return several results in a tuple (multiple outputs). This is a private function. """ - # !Need to do error checking here to make sure FIM is a square matrix - # !Need to do error checking here to make sure FIM is positive definite - # !Need to do error checking here to make sure FIM is symmetric - # !These error checks are implemented above, let's generalize them - # !so we can reuse code - # Check whether the FIM is square, positive definite, and symmetric DesignOfExperiments._check_FIM(FIM) @@ -2421,9 +2416,10 @@ def _compute_FIM_metrics(FIM): return det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt +# Standalone Function for user to calculate FIM metrics directly without using the class def get_FIM_metrics(FIM): """ - This private function calculates the FIM metrics and returns them as a dictionary. + This function calculates the FIM metrics and returns them as a dictionary. Parameters ---------- diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 9127905c17e..72fbcb4c392 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -11,32 +11,67 @@ from pyomo.common.dependencies import ( numpy as np, numpy_available, - pandas as pd, - pandas_available, ) import pyomo.common.unittest as unittest from pyomo.contrib.doe import DesignOfExperiments # Not need? from pyomo.contrib.doe.tests import doe_test_example -from pyomo.contrib.doe.doe import _SMALL_TOLERANCE_IMG, _compute_FIM_metrics -from pyomo.opt import SolverFactory -import pyomo.environ as pyo +from pyomo.contrib.doe.doe import ( + _SMALL_TOLERANCE_IMG, + _SMALL_TOLERANCE_DEFINITENESS, + _SMALL_TOLERANCE_SYMMETRY, + _compute_FIM_metrics, +) -import json -from pathlib import Path -import logging -import idaes.core.solvers.get_solver -# ipopt_available = SolverFactory("ipopt").available() -# k_aug_available = SolverFactory("k_aug", solver_io="nl", validate=False) +@unittest.skipIf(not numpy_available, "Numpy is not available") +class TestDesignOfExperimentsCheckFIM(unittest.TestCase): + """Test the check_FIM method of the DesignOfExperiments class.""" + + def test_check_FIM_valid(self): + """Test case where the FIM is valid (square, positive definite, symmetric).""" + FIM = np.array([[4, 1], [1, 3]]) + try: + # Call the static method directly + DesignOfExperiments._check_FIM(FIM) + except ValueError as e: + self.fail(f"Unexpected error: {e}") + + def test_check_FIM_non_square(self): + """Test case where the FIM is not square.""" + FIM = np.array([[4, 1], [1, 3], [2, 1]]) + with self.assertRaisesRegex(ValueError, "FIM must be a square matrix"): + DesignOfExperiments._check_FIM(FIM) + + def test_check_FIM_non_positive_definite(self): + """Test case where the FIM is not positive definite.""" + FIM = np.array([[1, 0], [0, -2]]) + with self.assertRaisesRegex( + ValueError, + r"FIM provided is not positive definite. It has one or more negative eigenvalue\(s\) less than -{:.1e}".format( + _SMALL_TOLERANCE_DEFINITENESS + ), + # r"FIM provided is not positive definite. .*", + ): + DesignOfExperiments._check_FIM(FIM) + + def test_check_FIM_non_symmetric(self): + """Test case where the FIM is not symmetric.""" + FIM = np.array([[4, 1], [0, 3]]) + with self.assertRaisesRegex( + ValueError, + "FIM provided is not symmetric using absolute tolerance {}".format( + _SMALL_TOLERANCE_SYMMETRY + ), + ): + DesignOfExperiments._check_FIM(FIM) -@unittest.skipIf(not numpy_available, "Numpy is not available") class TestComputeFIMMetrics(unittest.TestCase): def test_compute_FIM_metrics(self): # Create a sample Fisher Information Matrix (FIM) - FIM = np.array([[4, 2], [2, 3]]) + FIM = np.array([[10, 2], [2, 3]]) det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( _compute_FIM_metrics(FIM) @@ -51,9 +86,13 @@ def test_compute_FIM_metrics(self): E_vals_expected, E_vecs_expected = np.linalg.eig(FIM) min_eigval = np.min(E_vals_expected.real) - E_opt_expected = np.log10(min_eigval) + if min_eigval <= 0: + E_opt_expected = np.nan + else: + E_opt_expected = np.log10(min_eigval) cond_expected = np.linalg.cond(FIM) + ME_opt_expected = np.log10(cond_expected) # Test results @@ -70,58 +109,12 @@ def test_compute_FIM_metrics(self): class TestFIMWarning(unittest.TestCase): def test_FIM_eigenvalue_warning(self): # Create a matrix with an imaginary component large enough to trigger the warning - FIM = np.array([[9, -2], [9, 3]]) - with self.assertLogs('_compute_FIM_metrics', level="WARNING") as cm: - - -# ====================================================================== -import numpy as np - - -def test_FIM_metrics(): - # Create a sample Fisher Information Matrix (FIM) - FIM = np.array([[4, 2], [2, 3]]) - - # Call the function to compute metrics - results = compute_FIM_metrics(FIM) - - # Use known values for assertions - det_expected = np.linalg.det(FIM) - D_opt_expected = np.log10(det_expected) - - trace_expected = np.trace(FIM) - A_opt_expected = np.log10(trace_expected) - - E_vals_expected, _ = np.linalg.eig(FIM) - min_eigval = np.min(E_vals_expected.real) - - cond_expected = np.linalg.cond(FIM) - - assert np.isclose(results["det_FIM"], det_expected) - assert np.isclose(results["trace_FIM"], trace_expected) - assert np.allclose(results["E_vals"], E_vals_expected) - assert np.isclose(results["D_opt"], D_opt_expected) - assert np.isclose(results["A_opt"], A_opt_expected) - if min_eigval.real > 0: - assert np.isclose(results["E_opt"], np.log10(min_eigval)) - else: - assert np.isnan(results["E_opt"]) - - assert np.isclose(results["ME_opt"], np.log10(cond_expected)) - - -def test_FIM_metrics_warning_printed(capfd): - # Create a matrix with an imaginary component large enough to trigger the warning - FIM = np.array([[9, -2], [9, 3]]) - - # Call the function - compute_FIM_metrics(FIM) - - # Capture stdout and stderr - out, err = capfd.readouterr() + FIM = np.array([[6, 5j], [5j, 7]]) + with self.assertLogs("pyomo.contrib.doe", level="WARNING") as cm: + _compute_FIM_metrics(FIM) + expected_warning = f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." + self.assertIn(expected_warning, cm.output[0]) - # Correct expected message - expected_message = "Eigenvalue has imaginary component greater than {}, contact developers if this issue persists." - # Ensure expected message is in the output - assert expected_message in out +if __name__ == "__main__": + unittest.main() From e1842cf36a80d16df0ae7d3874b1b8c64ee27c93 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Thu, 1 May 2025 08:30:42 -0400 Subject: [PATCH 22/24] Splitted the test files into 2 separate files. Commented out the code in compute_FIM_full_factorial that is ready to be deleted. --- pyomo/contrib/doe/doe.py | 42 ++++++----- .../contrib/doe/tests/test_doe_FIM_metrics.py | 47 ------------- pyomo/contrib/doe/tests/test_doe_check_FIM.py | 69 +++++++++++++++++++ 3 files changed, 92 insertions(+), 66 deletions(-) create mode 100644 pyomo/contrib/doe/tests/test_doe_check_FIM.py diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 9a597facc5e..6839822c2f6 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1610,29 +1610,33 @@ def compute_FIM_full_factorial( det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( _compute_FIM_metrics(FIM) ) + """ + Since we are using the `_compute_FIM_metrics()` to compute the metrics in this chunk of code., This chunk of code is ready to be deleted. + Need Alex's input on this. - # # Compute and record metrics on FIM - # det_FIM = np.linalg.det(FIM) # Determinant of FIM - # D_opt = np.log10(det_FIM) - # trace_FIM = np.trace(FIM) # Trace of FIM - # A_opt = np.log10(trace_FIM) - # E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors + # Compute and record metrics on FIM + det_FIM = np.linalg.det(FIM) # Determinant of FIM + D_opt = np.log10(det_FIM) + trace_FIM = np.trace(FIM) # Trace of FIM + A_opt = np.log10(trace_FIM) + E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors - # E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary + E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - # # Warn the user if there is a ``large`` imaginary component (should not be) - # if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: - # self.logger.warning( - # f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." - # ) + # Warn the user if there is a ``large`` imaginary component (should not be) + if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: + self.logger.warning( + f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." + ) - # # If the real value is less than or equal to zero, set the E_opt value to nan - # if E_vals.real[E_ind] <= 0: - # E_opt = np.nan - # else: - # E_opt = np.log10(E_vals.real[E_ind]) + # If the real value is less than or equal to zero, set the E_opt value to nan + if E_vals.real[E_ind] <= 0: + E_opt = np.nan + else: + E_opt = np.log10(E_vals.real[E_ind]) - # ME_opt = np.log10(np.linalg.cond(FIM)) + ME_opt = np.log10(np.linalg.cond(FIM)) + """ # Append the values for each of the experiment inputs for k, v in model.experiment_inputs.items(): @@ -1642,7 +1646,7 @@ def compute_FIM_full_factorial( fim_factorial_results["log10 A-opt"].append(A_opt) fim_factorial_results["log10 E-opt"].append(E_opt) fim_factorial_results["log10 ME-opt"].append(ME_opt) - fim_factorial_results["eigval_min"].append(E_vals[0]) + fim_factorial_results["eigval_min"].append(E_vals.min()) fim_factorial_results["eigval_max"].append(E_vals.max()) fim_factorial_results["det_FIM"].append(det_FIM) fim_factorial_results["trace_FIM"].append(trace_FIM) diff --git a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py index 72fbcb4c392..6f027e13957 100644 --- a/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py +++ b/pyomo/contrib/doe/tests/test_doe_FIM_metrics.py @@ -14,60 +14,13 @@ ) import pyomo.common.unittest as unittest -from pyomo.contrib.doe import DesignOfExperiments - -# Not need? from pyomo.contrib.doe.tests import doe_test_example from pyomo.contrib.doe.doe import ( _SMALL_TOLERANCE_IMG, - _SMALL_TOLERANCE_DEFINITENESS, - _SMALL_TOLERANCE_SYMMETRY, _compute_FIM_metrics, ) @unittest.skipIf(not numpy_available, "Numpy is not available") -class TestDesignOfExperimentsCheckFIM(unittest.TestCase): - """Test the check_FIM method of the DesignOfExperiments class.""" - - def test_check_FIM_valid(self): - """Test case where the FIM is valid (square, positive definite, symmetric).""" - FIM = np.array([[4, 1], [1, 3]]) - try: - # Call the static method directly - DesignOfExperiments._check_FIM(FIM) - except ValueError as e: - self.fail(f"Unexpected error: {e}") - - def test_check_FIM_non_square(self): - """Test case where the FIM is not square.""" - FIM = np.array([[4, 1], [1, 3], [2, 1]]) - with self.assertRaisesRegex(ValueError, "FIM must be a square matrix"): - DesignOfExperiments._check_FIM(FIM) - - def test_check_FIM_non_positive_definite(self): - """Test case where the FIM is not positive definite.""" - FIM = np.array([[1, 0], [0, -2]]) - with self.assertRaisesRegex( - ValueError, - r"FIM provided is not positive definite. It has one or more negative eigenvalue\(s\) less than -{:.1e}".format( - _SMALL_TOLERANCE_DEFINITENESS - ), - # r"FIM provided is not positive definite. .*", - ): - DesignOfExperiments._check_FIM(FIM) - - def test_check_FIM_non_symmetric(self): - """Test case where the FIM is not symmetric.""" - FIM = np.array([[4, 1], [0, 3]]) - with self.assertRaisesRegex( - ValueError, - "FIM provided is not symmetric using absolute tolerance {}".format( - _SMALL_TOLERANCE_SYMMETRY - ), - ): - DesignOfExperiments._check_FIM(FIM) - - class TestComputeFIMMetrics(unittest.TestCase): def test_compute_FIM_metrics(self): # Create a sample Fisher Information Matrix (FIM) diff --git a/pyomo/contrib/doe/tests/test_doe_check_FIM.py b/pyomo/contrib/doe/tests/test_doe_check_FIM.py new file mode 100644 index 00000000000..d94966a84e3 --- /dev/null +++ b/pyomo/contrib/doe/tests/test_doe_check_FIM.py @@ -0,0 +1,69 @@ +# ___________________________________________________________________________ +# +# Pyomo: Python Optimization Modeling Objects +# Copyright (c) 2008-2025 +# National Technology and Engineering Solutions of Sandia, LLC +# Under the terms of Contract DE-NA0003525 with National Technology and +# Engineering Solutions of Sandia, LLC, the U.S. Government retains certain +# rights in this software. +# This software is distributed under the 3-clause BSD License. +# ___________________________________________________________________________ +from pyomo.common.dependencies import ( + numpy as np, + numpy_available, +) + +import pyomo.common.unittest as unittest +from pyomo.contrib.doe import DesignOfExperiments + +# Not need? from pyomo.contrib.doe.tests import doe_test_example +from pyomo.contrib.doe.doe import ( + _SMALL_TOLERANCE_DEFINITENESS, + _SMALL_TOLERANCE_SYMMETRY, +) + + +@unittest.skipIf(not numpy_available, "Numpy is not available") +class TestDesignOfExperimentsCheckFIM(unittest.TestCase): + """Test the check_FIM method of the DesignOfExperiments class.""" + + def test_check_FIM_valid(self): + """Test case where the FIM is valid (square, positive definite, symmetric).""" + FIM = np.array([[4, 1], [1, 3]]) + try: + # Call the static method directly + DesignOfExperiments._check_FIM(FIM) + except ValueError as e: + self.fail(f"Unexpected error: {e}") + + def test_check_FIM_non_square(self): + """Test case where the FIM is not square.""" + FIM = np.array([[4, 1], [1, 3], [2, 1]]) + with self.assertRaisesRegex(ValueError, "FIM must be a square matrix"): + DesignOfExperiments._check_FIM(FIM) + + def test_check_FIM_non_positive_definite(self): + """Test case where the FIM is not positive definite.""" + FIM = np.array([[1, 0], [0, -2]]) + with self.assertRaisesRegex( + ValueError, + r"FIM provided is not positive definite. It has one or more negative eigenvalue\(s\) less than -{:.1e}".format( + _SMALL_TOLERANCE_DEFINITENESS + ), + ): + DesignOfExperiments._check_FIM(FIM) + + def test_check_FIM_non_symmetric(self): + """Test case where the FIM is not symmetric.""" + FIM = np.array([[4, 1], [0, 3]]) + with self.assertRaisesRegex( + ValueError, + "FIM provided is not symmetric using absolute tolerance {}".format( + _SMALL_TOLERANCE_SYMMETRY + ), + ): + DesignOfExperiments._check_FIM(FIM) + + +if __name__ == "__main__": + unittest.main() From 898e87f6b75fa5303993a0aeb818d2031eb5f2f7 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Fri, 2 May 2025 07:56:12 -0400 Subject: [PATCH 23/24] Deleted TODO: "make static method", and the chunk of code in `compute_FIM_full_factorial()` which was replaced by function call `_compute_FIM_metrics()` --- pyomo/contrib/doe/doe.py | 28 ---------------------------- 1 file changed, 28 deletions(-) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index 6839822c2f6..a3978b49621 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1388,7 +1388,6 @@ def check_model_FIM(self, model=None, FIM=None): "FIM provided matches expected dimensions from model and is approximately positive (semi) definite." ) - # TODO: Make this a static method @staticmethod def _check_FIM(FIM): """Private method for basic diagonists on FIM to ensure that the FIM is square, positive definite and symmetric. @@ -1610,33 +1609,6 @@ def compute_FIM_full_factorial( det_FIM, trace_FIM, E_vals, E_vecs, D_opt, A_opt, E_opt, ME_opt = ( _compute_FIM_metrics(FIM) ) - """ - Since we are using the `_compute_FIM_metrics()` to compute the metrics in this chunk of code., This chunk of code is ready to be deleted. - Need Alex's input on this. - - # Compute and record metrics on FIM - det_FIM = np.linalg.det(FIM) # Determinant of FIM - D_opt = np.log10(det_FIM) - trace_FIM = np.trace(FIM) # Trace of FIM - A_opt = np.log10(trace_FIM) - E_vals, E_vecs = np.linalg.eig(FIM) # Grab eigenvalues and eigenvectors - - E_ind = np.argmin(E_vals.real) # Grab index of minima to check imaginary - - # Warn the user if there is a ``large`` imaginary component (should not be) - if abs(E_vals.imag[E_ind]) > _SMALL_TOLERANCE_IMG: - self.logger.warning( - f"Eigenvalue has imaginary component greater than {_SMALL_TOLERANCE_IMG}, contact developers if this issue persists." - ) - - # If the real value is less than or equal to zero, set the E_opt value to nan - if E_vals.real[E_ind] <= 0: - E_opt = np.nan - else: - E_opt = np.log10(E_vals.real[E_ind]) - - ME_opt = np.log10(np.linalg.cond(FIM)) - """ # Append the values for each of the experiment inputs for k, v in model.experiment_inputs.items(): From ec2a36103e39f5260465e895274c65ea3ae51818 Mon Sep 17 00:00:00 2001 From: Shuvashish Mondal Date: Fri, 2 May 2025 08:49:10 -0400 Subject: [PATCH 24/24] Added `Returns` in the `compute_FIM_full_factorial()` docstring. Thought that will be helpful for the user to understand the method. --- pyomo/contrib/doe/doe.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/pyomo/contrib/doe/doe.py b/pyomo/contrib/doe/doe.py index a3978b49621..ad2a0f3e6f9 100644 --- a/pyomo/contrib/doe/doe.py +++ b/pyomo/contrib/doe/doe.py @@ -1497,7 +1497,22 @@ def compute_FIM_full_factorial( method: string to specify which method should be used options are ``kaug`` and ``sequential`` + Returns + ------- + fim_factorial_results: a dictionary of the results with the following keys and + their corresponding values as a list. Each element in the list corresponds to + a different design point in the full factorial space. + "log10 D-opt": list of log10(D-optimality) + "log10 A-opt": list of log10(A-optimality) + "log10 E-opt": list of log10(E-optimality) + "log10 ME-opt": list of log10(ME-optimality) + "eigval_min": list of minimum eigenvalues + "eigval_max": list of maximum eigenvalues + "det_FIM": list of determinants + "trace_FIM": list of traces + "solve_time": list of solve times """ + # Start timer sp_timer = TicTocTimer() sp_timer.tic(msg=None)