From dc168bc5dddf9dfed69524189eea41a7dec42a29 Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Wed, 1 Apr 2026 21:29:07 +1100 Subject: [PATCH 01/10] add mbar --- .github/workflows/ci.yml | 8 ++- devtools/conda-envs/test_env.yaml | 2 +- devtools/conda-envs/test_env_py39.yaml | 2 +- src/lipid.py | 11 ++- src/liquid.py | 15 ++-- src/tests/files/test_liquid/N_k.npy | Bin 0 -> 176 bytes src/tests/files/test_liquid/U_kln.npy | Bin 0 -> 230816 bytes .../files/test_liquid/mbar_weights_ref.npy | Bin 0 -> 230816 bytes src/tests/test_liquid.py | 65 ++++++++++++++++++ 9 files changed, 92 insertions(+), 11 deletions(-) create mode 100644 src/tests/files/test_liquid/N_k.npy create mode 100644 src/tests/files/test_liquid/U_kln.npy create mode 100644 src/tests/files/test_liquid/mbar_weights_ref.npy diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 89d81580e..ff8b75890 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -14,7 +14,7 @@ defaults: jobs: test: - name: Test on ${{ matrix.os }} (py=${{ matrix.python-version }}, gmx=${{ matrix.gmx-version }}) + name: Test on ${{ matrix.os }} (py=${{ matrix.python-version }}, gmx=${{ matrix.gmx-version }}, pymbar=${{ matrix.pymbar-version }}) runs-on: ${{ matrix.os }} timeout-minutes: 120 strategy: @@ -35,6 +35,9 @@ jobs: - "2019" - "2024" - "2025" + pymbar-version: + - "3" + - "4" exclude: # a 2022 build doesn't seem to exist for mac @@ -107,6 +110,9 @@ jobs: if: matrix.python-version == '3.9' || matrix.python-version == '3.10' shell: bash -l {0} run: pip install "setuptools<82" + + - name: Set pymbar version + run: micromamba install "pymbar=${{ matrix.pymbar-version }}.*" -c conda-forge -y - name: Additional info about the build shell: bash diff --git a/devtools/conda-envs/test_env.yaml b/devtools/conda-envs/test_env.yaml index aba44d2e9..0e4a1d811 100644 --- a/devtools/conda-envs/test_env.yaml +++ b/devtools/conda-envs/test_env.yaml @@ -18,7 +18,7 @@ dependencies: - zlib - swig - future - - pymbar =3 + - pymbar - openmm >= 8 - ambertools - ndcctools diff --git a/devtools/conda-envs/test_env_py39.yaml b/devtools/conda-envs/test_env_py39.yaml index 3664f71af..9127956a5 100644 --- a/devtools/conda-envs/test_env_py39.yaml +++ b/devtools/conda-envs/test_env_py39.yaml @@ -18,7 +18,7 @@ dependencies: - zlib - swig - future - - pymbar =3 + - pymbar - openmm >= 8 # ambertools has no Python 3.9 builds on conda-forge - ndcctools diff --git a/src/lipid.py b/src/lipid.py index 015e0000a..332559a65 100644 --- a/src/lipid.py +++ b/src/lipid.py @@ -25,7 +25,12 @@ try: from lxml import etree except: pass -from pymbar import pymbar +try: + from pymbar import pymbar # pymbar 3: MBAR lives in pymbar.pymbar submodule + _MBAR_SOLVER_KW = {} # v3: self-consistent-iteration default is fine +except ImportError: + import pymbar # pymbar 4: MBAR lives at pymbar top-level + _MBAR_SOLVER_KW = {'solver_protocol': 'robust'} # v4: default hybr diverges on some data import itertools from collections import defaultdict, namedtuple, OrderedDict import csv @@ -663,8 +668,8 @@ def get(self, mvals, AGrad=True, AHess=True): W1 = None if len(BPoints) > 1: logger.info("Running MBAR analysis on %i states...\n" % len(BPoints)) - mbar = pymbar.MBAR(U_kln, N_k, verbose=mbar_verbose, relative_tolerance=5.0e-8) - W1 = mbar.getWeights() + mbar = pymbar.MBAR(U_kln, N_k, verbose=mbar_verbose, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) + W1 = mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() logger.info("Done\n") elif len(BPoints) == 1: W1 = np.ones((BPoints*Shots,BPoints)) diff --git a/src/liquid.py b/src/liquid.py index 2467032ed..674719545 100644 --- a/src/liquid.py +++ b/src/liquid.py @@ -24,7 +24,12 @@ try: from lxml import etree except: pass -from pymbar import pymbar +try: + from pymbar import pymbar # pymbar 3: MBAR lives in pymbar.pymbar submodule + _MBAR_SOLVER_KW = {} # v3: self-consistent-iteration default is fine +except ImportError: + import pymbar # pymbar 4: MBAR lives at pymbar top-level + _MBAR_SOLVER_KW = {'solver_protocol': 'robust'} # v4: default hybr diverges on some data import itertools from forcebalance.optimizer import Counter from collections import defaultdict, namedtuple, OrderedDict @@ -894,8 +899,8 @@ def get_normal(self, mvals, AGrad=True, AHess=True): W1 = None if len(BPoints) > 1: logger.info("Running MBAR analysis on %i states...\n" % len(BPoints)) - mbar = pymbar.MBAR(U_kln, N_k, verbose=mbar_verbose, relative_tolerance=5.0e-8) - W1 = mbar.getWeights() + mbar = pymbar.MBAR(U_kln, N_k, verbose=mbar_verbose, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) + W1 = mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() logger.info("Done\n") elif len(BPoints) == 1: W1 = np.ones((Shots,1)) @@ -935,8 +940,8 @@ def fill_weights(weights, phase_points, mbar_points, snapshots): mU_kln[k, m, :] = mE[mE_idx] mU_kln[k, m, :] *= beta if np.abs(np.std(mE)) > 1e-6 and mBSims > 1: - mmbar = pymbar.MBAR(mU_kln, mN_k, verbose=False, relative_tolerance=5.0e-8, method='self-consistent-iteration') - mW1 = mmbar.getWeights() + mmbar = pymbar.MBAR(mU_kln, mN_k, verbose=False, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) + mW1 = mmbar.weights() if hasattr(mmbar, 'weights') else mmbar.getWeights() elif len(mBPoints) == 1: mW1 = np.ones((mShots,1)) mW1 /= mShots diff --git a/src/tests/files/test_liquid/N_k.npy b/src/tests/files/test_liquid/N_k.npy new file mode 100644 index 0000000000000000000000000000000000000000..4d8cb99fa9f59910836b1a8e5bb6362c0f1bc889 GIT binary patch literal 176 zcmbR27wQ`j$;eQ~P_3SlTAW;@Zl$1ZlWC!@qoAIaUsO_*m=~X4l#&V(cT3DEP6dh= cXCxM+0{I$dI+{8PwF(pfE=6VrFd&u&0FfLVJOBUy literal 0 HcmV?d00001 diff --git a/src/tests/files/test_liquid/U_kln.npy b/src/tests/files/test_liquid/U_kln.npy new file mode 100644 index 0000000000000000000000000000000000000000..ba81a15aebb597516c3eca3bc9cf87fa05b35ab8 GIT binary patch literal 230816 zcmbSTi8qyB7nY%cjA}L<>Wx0LG{Gf@|GA3W9OERZUdpn+&(G-=@a@sDV 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zJHOpctj|elGa^o8*ox*5`^k>zND7fJ#&53p9D!KCaN{Sn>}V-U~g zsqqr|Lo<{1e|c96>jTcOSIF-U=1g*bd0l) znCGced|L!=b|u~*_|vo&X9-j^HOnF}@e_oB+e;D`Ns5fu-;Dh(~ek()T+m= zpTRh7$Qgd{KHR6WWbLSkcC4gHl(0kpqMnO{J=@=T;X<5y6MnfIsE6&Y2xKdEL4WD; zbfuAi<q#WW8=`Xcsw)OD&Yrf5@Q))53T{@>ACi0 zb{(L)xzTh3gD0facHHo&EI&usl96J@w=Up!nqXp>cD8`gRLl_;nu0&p-9a zsU1i^X(?{K2&8v1oiYTCcLcuptqDp`vo{9lC;@3Bx2ex%f#zJuvAqKtCz&R+AsCcT XgfA=>1?7uBqKm=(>0{Cp`#^jER@1YC literal 0 HcmV?d00001 diff --git a/src/tests/test_liquid.py b/src/tests/test_liquid.py index 86308b0d9..4157b0208 100644 --- a/src/tests/test_liquid.py +++ b/src/tests/test_liquid.py @@ -2,6 +2,7 @@ import os import sys import shutil +import numpy as np import pytest from forcebalance.parser import parse_inputs from forcebalance.forcefield import FF @@ -9,6 +10,70 @@ from forcebalance.optimizer import Optimizer from .__init__ import ForceBalanceTestCase, check_for_openmm +FIXTURE_DIR = os.path.join(os.path.dirname(__file__), 'files', 'test_liquid') + +# U_kln.npy — shape (6, 6, 801), float64 +# Reduced potential energy matrix U_kln[k, m, n] = (E_k[n] + P_m * V_k[n] * pvkj) * beta_m +# where k = source simulation index, m = evaluation state index, n = snapshot index. +# Built from the six npt_result.p pickles in files/test_liquid/single.tmp/Liquid/iter_0000/ +# (water at 249.15 K/1 atm, 273.15 K/1 atm, 298.15 K/1 atm, 373.15 K/1 atm, +# 298.15 K/20 bar, 298.15 K/2000 bar; 801 snapshots each). +# Regenerate with: conda run -n python tools/mbar_mre.py --save-ref +U_KLN_PATH = os.path.join(FIXTURE_DIR, 'U_kln.npy') + +# N_k.npy — shape (6,), int64, all entries = 801 +# Number of uncorrelated snapshots per simulation state; matches the first axis of U_kln. +N_K_PATH = os.path.join(FIXTURE_DIR, 'N_k.npy') + +# mbar_weights_ref.npy — shape (4806, 6), float64 +# MBAR weight matrix W[n, m] produced by pymbar 3.0.5 on U_kln above. +# Used as the reference for cross-version agreement checks (atol=1e-4). +# Regenerate with: conda run -n python tools/mbar_mre.py --save-ref +REF_PATH = os.path.join(FIXTURE_DIR, 'mbar_weights_ref.npy') + + +def _run_mbar(U_kln, N_k): + """Run MBAR using the same backward-compat import pattern as liquid.py.""" + try: + from pymbar import pymbar # pymbar 3: MBAR in submodule + solver_kw = {} + except ImportError: + import pymbar # pymbar 4: MBAR at top level + # v4 default (hybr + continuation) diverges on some data; + # 'robust' (adaptive -> L-BFGS-B, no poisoned continuation) is safe. + solver_kw = {'solver_protocol': 'robust'} + mbar = pymbar.MBAR(U_kln, N_k, verbose=False, relative_tolerance=5.0e-8, **solver_kw) + return mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() + + +@pytest.fixture(scope='module') +def mbar_weights(): + if not os.path.exists(U_KLN_PATH) or not os.path.exists(N_K_PATH): + pytest.skip(f"MBAR fixtures not found in {FIXTURE_DIR}; run tools/mbar_mre.py --save-ref") + return _run_mbar(np.load(U_KLN_PATH), np.load(N_K_PATH)) + + +def test_mbar_weights_normalized(mbar_weights): + """MBAR weight matrix columns must each sum to 1 (pymbar v3 and v4).""" + col_sums = mbar_weights.sum(axis=0) + assert np.allclose(col_sums, 1.0, atol=1e-6), ( + f"MBAR weight columns do not sum to 1: {col_sums}" + ) + + +def test_mbar_weights_match_reference(mbar_weights): + """MBAR weights must agree with the pymbar-v3 reference within 1e-4.""" + if not os.path.exists(REF_PATH): + pytest.skip(f"Reference weights not found at {REF_PATH}; run tools/mbar_mre.py --save-ref") + W_ref = np.load(REF_PATH) + assert mbar_weights.shape == W_ref.shape, ( + f"Weight matrix shape mismatch: got {mbar_weights.shape}, expected {W_ref.shape}" + ) + max_diff = np.abs(mbar_weights - W_ref).max() + assert max_diff < 1e-4, ( + f"MBAR weights differ from v3 reference by {max_diff:.3e} (tol=1e-4)" + ) + class TestWaterTutorial(ForceBalanceTestCase): def setup_method(self, method): if not check_for_openmm(): pytest.skip("No OpenMM modules found.") From c020c26b7597a646a2f6013427cb8809707b4bf7 Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Wed, 1 Apr 2026 21:37:03 +1100 Subject: [PATCH 02/10] use pymbar as dependency --- .github/workflows/ci.yml | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index ff8b75890..0ede903f3 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -84,7 +84,7 @@ jobs: with: environment-file: devtools/conda-envs/test_env.yaml create-args: >- # beware the >- instead of |, we don't split on newlines but on spaces - python=${{ matrix.python-version }} gromacs=${{ matrix.gmx-version }}.*=nompi_dblprec* + python=${{ matrix.python-version }} gromacs=${{ matrix.gmx-version }}.*=nompi_dblprec* pymbar=${{ matrix.pymbar-version }}.* - name: Set up conda environment without gromacs if: matrix.gmx-version == '5' || matrix.gmx-version == '4' @@ -93,7 +93,7 @@ jobs: # Use the legacy env for Python 3.9/3.10, full env otherwise. environment-file: ${{ (matrix.python-version == '3.9' || matrix.python-version == '3.10') && 'devtools/conda-envs/test_env_py39.yaml' || 'devtools/conda-envs/test_env.yaml' }} create-args: >- # beware the >- instead of |, we don't split on newlines but on spaces - python=${{ matrix.python-version }} + python=${{ matrix.python-version }} pymbar=${{ matrix.pymbar-version }}.* - name: Set up conda environment with single-precision gromacs (rejected versions) if: matrix.gmx-version == '2022' || matrix.gmx-version == '2023' @@ -104,16 +104,13 @@ jobs: # Use the legacy env for Python 3.9/3.10, full env otherwise. environment-file: ${{ (matrix.python-version == '3.9' || matrix.python-version == '3.10') && 'devtools/conda-envs/test_env_py39.yaml' || 'devtools/conda-envs/test_env.yaml' }} create-args: >- - python=${{ matrix.python-version }} gromacs=${{ matrix.gmx-version }} + python=${{ matrix.python-version }} gromacs=${{ matrix.gmx-version }} pymbar=${{ matrix.pymbar-version }}.* - name: Pin setuptools for Python <= 3.10 if: matrix.python-version == '3.9' || matrix.python-version == '3.10' shell: bash -l {0} run: pip install "setuptools<82" - - name: Set pymbar version - run: micromamba install "pymbar=${{ matrix.pymbar-version }}.*" -c conda-forge -y - - name: Additional info about the build shell: bash run: | From f3421a4e5e878f749dfad07c027af043c690b9aa Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Wed, 1 Apr 2026 21:39:54 +1100 Subject: [PATCH 03/10] update comment --- src/tests/test_liquid.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tests/test_liquid.py b/src/tests/test_liquid.py index 4157b0208..4583cc281 100644 --- a/src/tests/test_liquid.py +++ b/src/tests/test_liquid.py @@ -40,7 +40,7 @@ def _run_mbar(U_kln, N_k): except ImportError: import pymbar # pymbar 4: MBAR at top level # v4 default (hybr + continuation) diverges on some data; - # 'robust' (adaptive -> L-BFGS-B, no poisoned continuation) is safe. + # 'robust' (adaptive -> L-BFGS-B, adaptive was the v3 default) is safe. solver_kw = {'solver_protocol': 'robust'} mbar = pymbar.MBAR(U_kln, N_k, verbose=False, relative_tolerance=5.0e-8, **solver_kw) return mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() From e544fcc005fba69758062e72c148f9a5f53fd8fc Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Wed, 1 Apr 2026 23:42:16 +1100 Subject: [PATCH 04/10] refactor for simplicity --- src/lipid.py | 10 ++-------- src/liquid.py | 14 +++++++++----- src/tests/test_liquid.py | 17 ++--------------- 3 files changed, 13 insertions(+), 28 deletions(-) diff --git a/src/lipid.py b/src/lipid.py index 332559a65..3507b2b6f 100644 --- a/src/lipid.py +++ b/src/lipid.py @@ -25,12 +25,7 @@ try: from lxml import etree except: pass -try: - from pymbar import pymbar # pymbar 3: MBAR lives in pymbar.pymbar submodule - _MBAR_SOLVER_KW = {} # v3: self-consistent-iteration default is fine -except ImportError: - import pymbar # pymbar 4: MBAR lives at pymbar top-level - _MBAR_SOLVER_KW = {'solver_protocol': 'robust'} # v4: default hybr diverges on some data +from forcebalance.liquid import _mbar_weights import itertools from collections import defaultdict, namedtuple, OrderedDict import csv @@ -668,8 +663,7 @@ def get(self, mvals, AGrad=True, AHess=True): W1 = None if len(BPoints) > 1: logger.info("Running MBAR analysis on %i states...\n" % len(BPoints)) - mbar = pymbar.MBAR(U_kln, N_k, verbose=mbar_verbose, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) - W1 = mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() + W1 = _mbar_weights(U_kln, N_k, verbose=mbar_verbose) logger.info("Done\n") elif len(BPoints) == 1: W1 = np.ones((BPoints*Shots,BPoints)) diff --git a/src/liquid.py b/src/liquid.py index 674719545..6805a05e0 100644 --- a/src/liquid.py +++ b/src/liquid.py @@ -29,7 +29,13 @@ _MBAR_SOLVER_KW = {} # v3: self-consistent-iteration default is fine except ImportError: import pymbar # pymbar 4: MBAR lives at pymbar top-level - _MBAR_SOLVER_KW = {'solver_protocol': 'robust'} # v4: default hybr diverges on some data + _MBAR_SOLVER_KW = {'solver_protocol': 'adaptive'} # v4: default hybr diverges on some data + +def _mbar_weights(U_kln, N_k, verbose=False): + """Run MBAR and return weight matrix W[n, m] (shape (sum(N_k), K)).""" + mbar = pymbar.MBAR(U_kln, N_k, verbose=verbose, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) + return mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() + import itertools from forcebalance.optimizer import Counter from collections import defaultdict, namedtuple, OrderedDict @@ -899,8 +905,7 @@ def get_normal(self, mvals, AGrad=True, AHess=True): W1 = None if len(BPoints) > 1: logger.info("Running MBAR analysis on %i states...\n" % len(BPoints)) - mbar = pymbar.MBAR(U_kln, N_k, verbose=mbar_verbose, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) - W1 = mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() + W1 = _mbar_weights(U_kln, N_k, verbose=mbar_verbose) logger.info("Done\n") elif len(BPoints) == 1: W1 = np.ones((Shots,1)) @@ -940,8 +945,7 @@ def fill_weights(weights, phase_points, mbar_points, snapshots): mU_kln[k, m, :] = mE[mE_idx] mU_kln[k, m, :] *= beta if np.abs(np.std(mE)) > 1e-6 and mBSims > 1: - mmbar = pymbar.MBAR(mU_kln, mN_k, verbose=False, relative_tolerance=5.0e-8, **_MBAR_SOLVER_KW) - mW1 = mmbar.weights() if hasattr(mmbar, 'weights') else mmbar.getWeights() + mW1 = _mbar_weights(mU_kln, mN_k) elif len(mBPoints) == 1: mW1 = np.ones((mShots,1)) mW1 /= mShots diff --git a/src/tests/test_liquid.py b/src/tests/test_liquid.py index 4583cc281..d98d941ef 100644 --- a/src/tests/test_liquid.py +++ b/src/tests/test_liquid.py @@ -8,6 +8,7 @@ from forcebalance.forcefield import FF from forcebalance.objective import Objective from forcebalance.optimizer import Optimizer +from forcebalance.liquid import _mbar_weights from .__init__ import ForceBalanceTestCase, check_for_openmm FIXTURE_DIR = os.path.join(os.path.dirname(__file__), 'files', 'test_liquid') @@ -32,25 +33,11 @@ REF_PATH = os.path.join(FIXTURE_DIR, 'mbar_weights_ref.npy') -def _run_mbar(U_kln, N_k): - """Run MBAR using the same backward-compat import pattern as liquid.py.""" - try: - from pymbar import pymbar # pymbar 3: MBAR in submodule - solver_kw = {} - except ImportError: - import pymbar # pymbar 4: MBAR at top level - # v4 default (hybr + continuation) diverges on some data; - # 'robust' (adaptive -> L-BFGS-B, adaptive was the v3 default) is safe. - solver_kw = {'solver_protocol': 'robust'} - mbar = pymbar.MBAR(U_kln, N_k, verbose=False, relative_tolerance=5.0e-8, **solver_kw) - return mbar.weights() if hasattr(mbar, 'weights') else mbar.getWeights() - - @pytest.fixture(scope='module') def mbar_weights(): if not os.path.exists(U_KLN_PATH) or not os.path.exists(N_K_PATH): pytest.skip(f"MBAR fixtures not found in {FIXTURE_DIR}; run tools/mbar_mre.py --save-ref") - return _run_mbar(np.load(U_KLN_PATH), np.load(N_K_PATH)) + return _mbar_weights(np.load(U_KLN_PATH), np.load(N_K_PATH)) def test_mbar_weights_normalized(mbar_weights): From 7ff006406b4f45f604f38aaa9cde9b5b17a8af09 Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Thu, 2 Apr 2026 05:56:36 +1100 Subject: [PATCH 05/10] switch to robust solver --- src/liquid.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/liquid.py b/src/liquid.py index 6805a05e0..37d5ed0b5 100644 --- a/src/liquid.py +++ b/src/liquid.py @@ -29,7 +29,7 @@ _MBAR_SOLVER_KW = {} # v3: self-consistent-iteration default is fine except ImportError: import pymbar # pymbar 4: MBAR lives at pymbar top-level - _MBAR_SOLVER_KW = {'solver_protocol': 'adaptive'} # v4: default hybr diverges on some data + _MBAR_SOLVER_KW = {'solver_protocol': 'robust'} # v4: default hybr diverges on some data def _mbar_weights(U_kln, N_k, verbose=False): """Run MBAR and return weight matrix W[n, m] (shape (sum(N_k), K)).""" From 2257bc2882ff83316b9921e598881e1989457d3d Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Thu, 2 Apr 2026 06:30:22 +1100 Subject: [PATCH 06/10] replace maxdiff with allclose --- src/tests/test_liquid.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/src/tests/test_liquid.py b/src/tests/test_liquid.py index d98d941ef..2b393e6a2 100644 --- a/src/tests/test_liquid.py +++ b/src/tests/test_liquid.py @@ -56,10 +56,8 @@ def test_mbar_weights_match_reference(mbar_weights): assert mbar_weights.shape == W_ref.shape, ( f"Weight matrix shape mismatch: got {mbar_weights.shape}, expected {W_ref.shape}" ) - max_diff = np.abs(mbar_weights - W_ref).max() - assert max_diff < 1e-4, ( - f"MBAR weights differ from v3 reference by {max_diff:.3e} (tol=1e-4)" - ) + np.testing.assert_allclose(mbar_weights, W_ref, rtol=1e-2, + err_msg="MBAR weights differ from v3 reference beyond rtol=1e-2") class TestWaterTutorial(ForceBalanceTestCase): def setup_method(self, method): From 1a24b454382b297c0638407b117ace1918232faa Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Thu, 2 Apr 2026 08:47:42 +1100 Subject: [PATCH 07/10] add a small atol for really small things --- src/tests/test_liquid.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tests/test_liquid.py b/src/tests/test_liquid.py index 2b393e6a2..586d51d28 100644 --- a/src/tests/test_liquid.py +++ b/src/tests/test_liquid.py @@ -56,7 +56,7 @@ def test_mbar_weights_match_reference(mbar_weights): assert mbar_weights.shape == W_ref.shape, ( f"Weight matrix shape mismatch: got {mbar_weights.shape}, expected {W_ref.shape}" ) - np.testing.assert_allclose(mbar_weights, W_ref, rtol=1e-2, + np.testing.assert_allclose(mbar_weights, W_ref, atol=1e-10, rtol=1e-2, err_msg="MBAR weights differ from v3 reference beyond rtol=1e-2") class TestWaterTutorial(ForceBalanceTestCase): From d7750f48a48e1dca778f0e7d29eba9ea1ae40a75 Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Thu, 2 Apr 2026 10:23:46 +1100 Subject: [PATCH 08/10] update with atol --- src/tests/test_liquid.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tests/test_liquid.py b/src/tests/test_liquid.py index 586d51d28..974a92c16 100644 --- a/src/tests/test_liquid.py +++ b/src/tests/test_liquid.py @@ -56,7 +56,7 @@ def test_mbar_weights_match_reference(mbar_weights): assert mbar_weights.shape == W_ref.shape, ( f"Weight matrix shape mismatch: got {mbar_weights.shape}, expected {W_ref.shape}" ) - np.testing.assert_allclose(mbar_weights, W_ref, atol=1e-10, rtol=1e-2, + np.testing.assert_allclose(mbar_weights, W_ref, atol=1e-7, rtol=1e-2, err_msg="MBAR weights differ from v3 reference beyond rtol=1e-2") class TestWaterTutorial(ForceBalanceTestCase): From f50ba09c01894b2ad3fab4d6a221e804e65c2b5b Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Tue, 21 Apr 2026 04:56:53 +1000 Subject: [PATCH 09/10] tmp disable jax to check timings --- .github/workflows/ci.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 0ede903f3..5c2ef42fa 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -64,6 +64,7 @@ jobs: PYVER: ${{ matrix.python-version }} GMXVER: ${{ matrix.gmx-version }} PACKAGE: forcebalance + PYMBAR_DISABLE_JAX: ${{ matrix.pymbar-version == '4' && 'TRUE' || '' }} steps: - name: Checkout From 5a642ed5c5fa0fce50351799974e267dc186334e Mon Sep 17 00:00:00 2001 From: Lily Wang Date: Tue, 21 Apr 2026 08:42:34 +1000 Subject: [PATCH 10/10] Revert "tmp disable jax to check timings" This reverts commit f50ba09c01894b2ad3fab4d6a221e804e65c2b5b. --- .github/workflows/ci.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5c2ef42fa..0ede903f3 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -64,7 +64,6 @@ jobs: PYVER: ${{ matrix.python-version }} GMXVER: ${{ matrix.gmx-version }} PACKAGE: forcebalance - PYMBAR_DISABLE_JAX: ${{ matrix.pymbar-version == '4' && 'TRUE' || '' }} steps: - name: Checkout