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Restore incremental Cython builds in Makefile#2902

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copilot/restore-incremental-builds-cython-extensions
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Restore incremental Cython builds in Makefile#2902
Copilot wants to merge 9 commits intomainfrom
copilot/restore-incremental-builds-cython-extensions

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Copilot AI commented Mar 24, 2026

make was invoking pip install -e . on every run, causing full recompilation of all Cython extensions regardless of what changed. This replaces it with setup.py build_ext --inplace, which respects timestamps and only rebuilds modified extensions.

Changes

  • build target (new): runs python setup.py build_ext --inplace for incremental compilation
  • install target (unchanged) still runs pip install --no-build-isolation -vv -e . for initial setup or dependency changes.
  • all target (default): installs if it is not already installed (first time, or after a clean), but otherwise runs the incremental build. Uses a sentinel file to tell whether it's installed.
  • clean target: uninstalls and deletes the sentinel file.

Running make once installs it.
Running make twice without source changes no longer triggers recompilation.
Running make after editing a single cythonized source file triggers recompilation of that file.

While wondering why the Conda build recipes in CI were failing, I also noticed that the conda recipe (.conda/meta.yaml) was out of date and hadn't had the Cantera update made. So I fixed that too.
We'll see if the Conda build starts working again - it might be unrelated, but still needed fixing.

First commit was by the github co-pilot, but subsequent ones by @rwest (with some guidance from Claude and copilot)
Fixes #2901
I rebased this onto #2901 since that is also fixing build issues. I think that should be merged first.

rwest added 3 commits March 24, 2026 15:11
…tall

Some conda Python builds on macOS inject the same -Wl,-rpath,$CONDA_PREFIX/lib
fragment more than once via Python/sysconfig linker flags. During extension builds,
that duplication is propagated into generated .so files as duplicate LC_RPATH
load commands.

Applicable scope:

macOS builds
environments where Python/linker config emits duplicate rpath flags
most visible in conda-based developer installs
Manifestation:

make test fails during import/collection across many modules
errors look like:
ImportError: dlopen(...): duplicate LC_RPATH '.../env/lib'
Solution:

add a macOS-only post-install Make target invoked from install
scan built rmgpy/*.so extensions
if more than one LC_RPATH points to $CONDA_PREFIX/lib, remove extras with
install_name_tool -delete_rpath until one remains
Why this works:

the failure is triggered by duplicate runtime search paths embedded in Mach-O
extension binaries
removing redundant LC_RPATH entries keeps the intended search path while
satisfying the dynamic loader’s constraints
fix is local, repeatable, and avoids patching user Python/conda internals
…fter install"

This reverts commit b27610cc6b5ab8c0bbf124bedeb86fe7e437bd4a.

The fix works, but it causes pip to re-compile all the Cython extensions
every time, which is a huge slowdown.
We need to find a better way to fix the duplicate LC_RPATH entries
without modifying the install directory after the fact,
which I will do in a subsequent commit.
On macOS, Python builds from conda-forge can include duplicate -Wl,-rpath entries in sysconfig variables (LDFLAGS, LDSHARED, BLDSHARED, PY_LDFLAGS). When these flags are used to compile extension modules, the duplicates propagate into the resulting Mach-O binaries as repeated LC_RPATH load commands.

Recent macOS versions (e.g., Sequoia / 15.x) reject binaries with duplicate LC_RPATH, causing import failures such as:

ImportError: dlopen(...): duplicate LC_RPATH '...'

This change defensively deduplicates linker flags at build time by patching the in-memory sysconfig variables before setuptools/build_ext constructs the linker command. This ensures that generated extension modules contain only unique RPATH entries.

Key points:

Applies only on macOS (sys.platform == 'darwin')
Leaves the conda environment and installed Python untouched
Prevents duplicate LC_RPATH in compiled .so files
Fixes import errors without requiring changes to user environments or toolchains

This is a targeted workaround for upstream sysconfig duplication issues in conda-based Python builds.
Copilot AI changed the title [WIP] Restore incremental builds for Cython extensions to use build_ext --inplace Restore incremental Cython builds in Makefile Mar 24, 2026
Copilot AI requested a review from rwest March 24, 2026 20:38
@JacksonBurns
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The extended description for the commit causing this behavior explains:

installation updates: make RMG-Py actually `pip`-installable as `reactionmechanismgenerator` to avoid having to set the `PYTHONPATH` variable, which breaks `juliacall`, add a convenience script for installing RMS

We may be able to undo this change (as done in this PR) with the latest Julia installation system. The CI will tell us shortly (the * with RMS tests must pass).

Copilot AI and others added 6 commits March 24, 2026 21:38
The goal is that `make` will install it if needed (with an editable install, which just links to the current source),
but if it's already installed, then it'll just do
an incremental build.
Although calling setuptools directly is deprecated, it is one of the only clean
ways to get incremental builds of the cython
modules.
Updated .conda/meta.yaml to match the important version constraints from environment.yml:
cantera from =2.6 to >=3.0
Also used a YAML anchor so host, run, and test.requires share one source of truth,
instead of duplicated lists.
Also removed the repeated graphviz entry
That's what `git log - environment.yml` is helpful for. 
This list was out of date, and maintaining it is extra burden.
Replaced it with a reminder to update the .conda/meta.yaml
Inspired by wanting some way to check the environment stays in sync.
@rwest rwest force-pushed the copilot/restore-incremental-builds-cython-extensions branch from 81a6163 to 9ea1e25 Compare March 25, 2026 02:38
@rwest rwest marked this pull request as ready for review March 25, 2026 02:50
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Regression Testing Results

⚠️ One or more regression tests failed.
Please download the failed results and run the tests locally or check the log to see why.

Detailed regression test results.

Regression test aromatics:

Reference: Execution time (DD:HH:MM:SS): 00:00:00:53
Current: Execution time (DD:HH:MM:SS): 00:00:00:57
Reference: Memory used: 750.00 MB
Current: Memory used: 749.74 MB

aromatics Passed Core Comparison ✅

Original model has 15 species.
Test model has 15 species. ✅
Original model has 11 reactions.
Test model has 11 reactions. ✅

aromatics Failed Edge Comparison ❌

Original model has 106 species.
Test model has 106 species. ✅
Original model has 358 reactions.
Test model has 358 reactions. ✅

Non-identical thermo! ❌
original: [CH]1C2C=CC3C(=C2)C13
tested: [CH]1C2C=CC3C(=C2)C13

Hf(300K) S(300K) Cp(300K) Cp(400K) Cp(500K) Cp(600K) Cp(800K) Cp(1000K) Cp(1500K)
125.44 71.45 27.43 34.15 40.42 46.18 56.01 63.43 71.86
144.84 79.03 29.08 35.37 40.95 45.86 53.89 59.79 67.35

thermo: Thermo group additivity estimation: group(Cs-(Cds-Cds)CsCsH) + group(Cs-(Cds-Cds)(Cds-Cds)CsH) + group(Cs-(Cds-Cds)(Cds-Cds)CsH) + group(Cs-CsCsHH) + group(Cds-CdsCsCs) + group(Cds-CdsCsH) + group(Cds-CdsCsH) + group(Cds-CdsCsH) + Estimated bicyclic component: polycyclic(s2_3_5_ane) - ring(Cyclopropane) - ring(Cyclopentane) + ring(Cyclopentene) + ring(Cyclopropane) + polycyclic(s2_3_6_ene_1) + polycyclic(s3_5_6_diene_1_5) - ring(Cyclopropane) - ring(Cyclopentene) - ring(Cyclohexene) + radical(cyclopentene-4)
thermo: Thermo group additivity estimation: group(Cs-(Cds-Cds)CsCsH) + group(Cs-(Cds-Cds)(Cds-Cds)CsH) + group(Cs-(Cds-Cds)(Cds-Cds)CsH) + group(Cs-CsCsHH) + group(Cds-CdsCsCs) + group(Cds-CdsCsH) + group(Cds-CdsCsH) + group(Cds-CdsCsH) + Estimated bicyclic component: polycyclic(s2_3_5_ane) - ring(Cyclopropane) - ring(Cyclopentane) + ring(Cyclopentene) + ring(Cyclopropane) + polycyclic(s2_3_6_diene_0_3) + Estimated bicyclic component: polycyclic(s3_5_6_ane) - ring(Cyclopentane) - ring(Cyclohexane) + ring(Cyclopentene) + ring(1,4-Cyclohexadiene) - ring(Cyclopropane) - ring(Cyclopentene) - ring(1,4-Cyclohexadiene) + radical(cyclopentene-4)

Non-identical thermo! ❌
original: [CH]1C2=CC3C1C3C=C2
tested: [CH]1C2=CC3C1C3C=C2

Hf(300K) S(300K) Cp(300K) Cp(400K) Cp(500K) Cp(600K) Cp(800K) Cp(1000K) Cp(1500K)
100.48 61.70 25.50 33.41 40.70 47.02 56.22 61.78 71.32
98.15 66.21 25.82 33.30 40.19 46.24 55.47 61.34 70.49

thermo: Thermo group additivity estimation: group(Cs-CsCsCsH) + group(Cs-(Cds-Cds)CsCsH) + group(Cs-(Cds-Cds)CsCsH) + group(Cs-(Cds-Cds)CsHH) + group(Cds- Cds(Cds-Cds)Cs) + group(Cds-CdsCsH) + group(Cds-CdsCsH) + group(Cds-Cds(Cds-Cds)H) + polycyclic(s2_3_5_ene_1) + polycyclic(s2_3_6_ene_1) + Estimated bicyclic component: polycyclic(s3_5_6_ane) - ring(Cyclopentane) - ring(Cyclohexane) + ring(Cyclopentene) + ring(Cyclohexene) - ring(Cyclopropane) - ring(Cyclopentene) - ring(Cyclohexene) + radical(cyclopentene-allyl)
thermo: Thermo group additivity estimation: group(Cs-CsCsCsH) + group(Cs-(Cds-Cds)CsCsH) + group(Cs-(Cds-Cds)CsCsH) + group(Cs-(Cds-Cds)CsHH) + group(Cds- Cds(Cds-Cds)Cs) + group(Cds-CdsCsH) + group(Cds-CdsCsH) + group(Cds-Cds(Cds-Cds)H) + polycyclic(s2_3_5_ene_1) + polycyclic(s2_3_6_diene_1_3) + Estimated bicyclic component: polycyclic(s3_5_6_ane) - ring(Cyclopentane) - ring(Cyclohexane) + ring(Cyclopentene) + ring(1,3-Cyclohexadiene) - ring(Cyclopropane) - ring(Cyclopentene) - ring(1,3-Cyclohexadiene) + radical(cyclopentene-allyl)

Non-identical kinetics! ❌
original:
rxn: [CH]1C2=CC=CC1C=C2(48) <=> [CH]1C2C=CC3C(=C2)C13(63) origin: Intra_R_Add_Endocyclic
tested:
rxn: [CH]1C2=CC=CC1C=C2(48) <=> [CH]1C2C=CC3C(=C2)C13(63) origin: Intra_R_Add_Endocyclic

k(1bar) 300K 400K 500K 600K 800K 1000K 1500K 2000K
k(T): -27.05 -17.33 -11.49 -7.60 -2.72 0.21 4.13 6.10
k(T): -37.76 -25.37 -17.92 -12.96 -6.74 -3.01 1.98 4.49

kinetics: Arrhenius(A=(1.12e+11,'s^-1'), n=0.26, Ea=(53.177,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone3_Sp-4R!H=1R!H_Sp-3R!H-2R!H_Sp-2R!H-1R!H_Ext-2R!H-R in family Intra_R_Add_Endocyclic.""")
kinetics: Arrhenius(A=(1.12e+11,'s^-1'), n=0.26, Ea=(67.891,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone3_Sp-4R!H=1R!H_Sp-3R!H-2R!H_Sp-2R!H-1R!H_Ext-2R!H-R in family Intra_R_Add_Endocyclic.""")
Identical kinetics comments:
kinetics: Estimated from node Backbone3_Sp-4R!H=1R!H_Sp-3R!H-2R!H_Sp-2R!H-1R!H_Ext-2R!H-R in family Intra_R_Add_Endocyclic.

Non-identical kinetics! ❌
original:
rxn: [CH]1C2=CC=CC1C=C2(48) <=> [CH]1C2=CC3C1C3C=C2(67) origin: Intra_R_Add_Endocyclic
tested:
rxn: [CH]1C2=CC=CC1C=C2(48) <=> [CH]1C2=CC3C1C3C=C2(67) origin: Intra_R_Add_Endocyclic

k(1bar) 300K 400K 500K 600K 800K 1000K 1500K 2000K
k(T): -15.17 -8.42 -4.36 -1.66 1.73 3.77 6.50 7.88
k(T): -14.18 -7.68 -3.77 -1.16 2.10 4.07 6.70 8.03

kinetics: Arrhenius(A=(1.12e+11,'s^-1'), n=0.26, Ea=(36.869,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone3_Sp-4R!H=1R!H_Sp-3R!H-2R!H_Sp-2R!H-1R!H_Ext-2R!H-R in family Intra_R_Add_Endocyclic.""")
kinetics: Arrhenius(A=(1.12e+11,'s^-1'), n=0.26, Ea=(35.513,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone3_Sp-4R!H=1R!H_Sp-3R!H-2R!H_Sp-2R!H-1R!H_Ext-2R!H-R in family Intra_R_Add_Endocyclic.""")
Identical kinetics comments:
kinetics: Estimated from node Backbone3_Sp-4R!H=1R!H_Sp-3R!H-2R!H_Sp-2R!H-1R!H_Ext-2R!H-R in family Intra_R_Add_Endocyclic.

Non-identical kinetics! ❌
original:
rxn: C1=CC2C=C[C]1C=C2(49) <=> [CH]1C2C=CC3=CC2C13(80) origin: Intra_R_Add_Endocyclic
tested:
rxn: C1=CC2C=C[C]1C=C2(49) <=> [CH]1C2C=CC3=CC2C13(80) origin: Intra_R_Add_Endocyclic

k(1bar) 300K 400K 500K 600K 800K 1000K 1500K 2000K
k(T): -56.49 -38.05 -27.01 -19.66 -10.50 -5.02 2.25 5.85
k(T): -59.93 -40.64 -29.08 -21.38 -11.79 -6.05 1.56 5.34

kinetics: Arrhenius(A=(6.50724e+19,'s^-1'), n=-0.859, Ea=(101.822,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone1_2R!H-inRing_1R!H-inRing in family Intra_R_Add_Endocyclic. Multiplied by reaction path degeneracy 6.0""")
kinetics: Arrhenius(A=(6.50724e+19,'s^-1'), n=-0.859, Ea=(106.547,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone1_2R!H-inRing_1R!H-inRing in family Intra_R_Add_Endocyclic. Multiplied by reaction path degeneracy 6.0""")
Identical kinetics comments:
kinetics: Estimated from node Backbone1_2R!H-inRing_1R!H-inRing in family Intra_R_Add_Endocyclic.
Multiplied by reaction path degeneracy 6.0

Non-identical kinetics! ❌
original:
rxn: C1=CC2C=C[C]1C=C2(49) <=> [CH]1C2=CC3C1C3C=C2(67) origin: Intra_R_Add_Endocyclic
tested:
rxn: C1=CC2C=C[C]1C=C2(49) <=> [CH]1C2=CC3C1C3C=C2(67) origin: Intra_R_Add_Endocyclic

k(1bar) 300K 400K 500K 600K 800K 1000K 1500K 2000K
k(T): -8.89 -3.16 0.28 2.58 5.46 7.19 9.52 10.69
k(T): -8.00 -2.50 0.81 3.02 5.79 7.46 9.70 10.83

kinetics: Arrhenius(A=(1.49409e+13,'s^-1'), n=0.283, Ea=(31.249,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone2_Sp-3R!H=1R!H_N-4R!H->S_2R!H-inRing_5R!H-inRing_Ext-5R!H-R_Ext-6R!H-R_Ext-7R!H-R_1R!H-inRing in family Intra_R_Add_Endocyclic. Multiplied by reaction path degeneracy 3.0""")
kinetics: Arrhenius(A=(1.49409e+13,'s^-1'), n=0.283, Ea=(30.033,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone2_Sp-3R!H=1R!H_N-4R!H->S_2R!H-inRing_5R!H-inRing_Ext-5R!H-R_Ext-6R!H-R_Ext-7R!H-R_1R!H-inRing in family Intra_R_Add_Endocyclic. Multiplied by reaction path degeneracy 3.0""")
Identical kinetics comments:
kinetics: Estimated from node Backbone2_Sp-3R!H=1R!H_N-4R!H->S_2R!H-inRing_5R!H-inRing_Ext-5R!H-R_Ext-6R!H-R_Ext-7R!H-R_1R!H-inRing in family Intra_R_Add_Endocyclic.
Multiplied by reaction path degeneracy 3.0

Details Observables Test Case: Aromatics Comparison

✅ All Observables varied by less than 0.500 on average between old model and new model in all conditions!

aromatics Passed Observable Testing ✅

Regression test liquid_oxidation:

Reference: Execution time (DD:HH:MM:SS): 00:00:01:53
Current: Execution time (DD:HH:MM:SS): 00:00:02:01
Reference: Memory used: 850.67 MB
Current: Memory used: 849.67 MB

liquid_oxidation Passed Core Comparison ✅

Original model has 37 species.
Test model has 37 species. ✅
Original model has 241 reactions.
Test model has 241 reactions. ✅

liquid_oxidation Failed Edge Comparison ❌

Original model has 214 species.
Test model has 214 species. ✅
Original model has 1590 reactions.
Test model has 1590 reactions. ✅

Non-identical kinetics! ❌
original:
rxn: CCC(CC)O[O](37) + CCCCCO[O](36) <=> oxygen(1) + CCC([O])CC(69) + CCCCC[O](67) origin: Peroxyl_Disproportionation
tested:
rxn: CCC(CC)O[O](36) + CCCCCO[O](35) <=> oxygen(1) + CCC([O])CC(67) + CCCCC[O](69) origin: Peroxyl_Disproportionation

k(1bar) 300K 400K 500K 600K 800K 1000K 1500K 2000K
k(T): 7.83 7.49 7.23 7.02 6.68 6.42 5.95 5.61
k(T): 3.54 4.28 4.73 5.02 5.39 5.62 5.91 6.06

kinetics: Arrhenius(A=(3.18266e+20,'cm^3/(mol*s)'), n=-2.694, Ea=(0,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Root_Ext-5R-R_7R!H->C_N-7C-inRing in family Peroxyl_Disproportionation.""")
kinetics: Arrhenius(A=(3.2e+12,'cm^3/(mol*s)'), n=0, Ea=(4.064,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Root_Ext-5R-R_7R!H->C_N-7C-inRing_Ext-5R-R in family Peroxyl_Disproportionation.""")
kinetics: Estimated from node Root_Ext-5R-R_7R!H->C_N-7C-inRing in family Peroxyl_Disproportionation.
kinetics: Estimated from node Root_Ext-5R-R_7R!H->C_N-7C-inRing_Ext-5R-R in family Peroxyl_Disproportionation.

Details Observables Test Case: liquid_oxidation Comparison

✅ All Observables varied by less than 0.100 on average between old model and new model in all conditions!

liquid_oxidation Passed Observable Testing ✅

Regression test nitrogen:

Reference: Execution time (DD:HH:MM:SS): 00:00:00:59
Current: Execution time (DD:HH:MM:SS): 00:00:01:04
Reference: Memory used: 852.87 MB
Current: Memory used: 847.71 MB

nitrogen Passed Core Comparison ✅

Original model has 41 species.
Test model has 41 species. ✅
Original model has 360 reactions.
Test model has 360 reactions. ✅

nitrogen Failed Edge Comparison ❌

Original model has 133 species.
Test model has 133 species. ✅
Original model has 983 reactions.
Test model has 983 reactions. ✅

Non-identical thermo! ❌
original: O1[C]=N1
tested: O1[C]=N1

Hf(300K) S(300K) Cp(300K) Cp(400K) Cp(500K) Cp(600K) Cp(800K) Cp(1000K) Cp(1500K)
116.46 53.90 11.62 12.71 13.49 13.96 14.14 13.85 13.58
141.64 58.66 12.26 12.27 12.09 11.96 12.26 12.72 12.15

thermo: Thermo group additivity estimation: group(O2s-CdN3d) + group(N3d-OCd) + group(Cd-HN3dO) + ring(Cyclopropene) + radical(CdJ-NdO)
thermo: Thermo group additivity estimation: group(O2s-CdN3d) + group(N3d-OCd) + group(Cd-HN3dO) + ring(oxirene) + radical(CdJ-NdO)

Non-identical kinetics! ❌
original:
rxn: NCO(66) <=> O1[C]=N1(126) origin: Intra_R_Add_Endocyclic
tested:
rxn: NCO(66) <=> O1[C]=N1(126) origin: Intra_R_Add_Endocyclic

k(1bar) 300K 400K 500K 600K 800K 1000K 1500K 2000K
k(T): -49.54 -33.65 -24.16 -17.85 -10.01 -5.35 0.80 3.82
k(T): -66.25 -46.19 -34.19 -26.21 -16.28 -10.36 -2.54 1.31

kinetics: Arrhenius(A=(6.95187e+18,'s^-1'), n=-1.628, Ea=(88.327,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone0_N-2R!H-inRing_N-1R!H-inRing_Sp-2R!H-1R!H in family Intra_R_Add_Endocyclic.""")
kinetics: Arrhenius(A=(6.95187e+18,'s^-1'), n=-1.628, Ea=(111.271,'kcal/mol'), T0=(1,'K'), comment="""Estimated from node Backbone0_N-2R!H-inRing_N-1R!H-inRing_Sp-2R!H-1R!H in family Intra_R_Add_Endocyclic.""")
Identical kinetics comments:
kinetics: Estimated from node Backbone0_N-2R!H-inRing_N-1R!H-inRing_Sp-2R!H-1R!H in family Intra_R_Add_Endocyclic.

Details Observables Test Case: NC Comparison

✅ All Observables varied by less than 0.200 on average between old model and new model in all conditions!

nitrogen Passed Observable Testing ✅

Regression test oxidation:

Reference: Execution time (DD:HH:MM:SS): 00:00:01:39
Current: Execution time (DD:HH:MM:SS): 00:00:01:47
Reference: Memory used: 738.31 MB
Current: Memory used: 737.89 MB

oxidation Passed Core Comparison ✅

Original model has 59 species.
Test model has 59 species. ✅
Original model has 694 reactions.
Test model has 694 reactions. ✅

oxidation Passed Edge Comparison ✅

Original model has 230 species.
Test model has 230 species. ✅
Original model has 1526 reactions.
Test model has 1526 reactions. ✅

Details Observables Test Case: Oxidation Comparison

✅ All Observables varied by less than 0.500 on average between old model and new model in all conditions!

oxidation Passed Observable Testing ✅
Errors occurred during observable testing ⚠️ WARNING:root:Initial mole fractions do not sum to one; normalizing.

Regression test sulfur:

Reference: Execution time (DD:HH:MM:SS): 00:00:00:38
Current: Execution time (DD:HH:MM:SS): 00:00:00:41
Reference: Memory used: 848.67 MB
Current: Memory used: 847.11 MB

sulfur Passed Core Comparison ✅

Original model has 27 species.
Test model has 27 species. ✅
Original model has 74 reactions.
Test model has 74 reactions. ✅

sulfur Failed Edge Comparison ❌

Original model has 89 species.
Test model has 89 species. ✅
Original model has 227 reactions.
Test model has 227 reactions. ✅
The original model has 1 reactions that the tested model does not have. ❌
rxn: O(4) + SO2(15) (+N2) <=> SO3(16) (+N2) origin: primarySulfurLibrary
The tested model has 1 reactions that the original model does not have. ❌
rxn: O(4) + SO2(15) (+N2) <=> SO3(16) (+N2) origin: primarySulfurLibrary

Details Observables Test Case: SO2 Comparison

The following observables did not match:

❌ Observable species O=S=O varied by more than 0.100 on average between old model SO2(15) and new model SO2(15) in condition 1.

⚠️ The following reaction conditions had some discrepancies:
Condition 1:
Reactor Type: IdealGasReactor
Reaction Time: 0.01 s
T0: 900 K
P0: 30 bar
Initial Mole Fractions: {'S': 0.000756, '[O][O]': 0.00129, 'N#N': 0.997954}

sulfur Failed Observable Testing ❌

Regression test superminimal:

Reference: Execution time (DD:HH:MM:SS): 00:00:00:23
Current: Execution time (DD:HH:MM:SS): 00:00:00:27
Reference: Memory used: 934.92 MB
Current: Memory used: 938.70 MB

superminimal Passed Core Comparison ✅

Original model has 13 species.
Test model has 13 species. ✅
Original model has 21 reactions.
Test model has 21 reactions. ✅

superminimal Passed Edge Comparison ✅

Original model has 18 species.
Test model has 18 species. ✅
Original model has 28 reactions.
Test model has 28 reactions. ✅

Regression test RMS_constantVIdealGasReactor_superminimal:

Reference: Execution time (DD:HH:MM:SS): 00:00:02:39
Current: Execution time (DD:HH:MM:SS): 00:00:02:23
Reference: Memory used: 2498.51 MB
Current: Memory used: 2297.81 MB

RMS_constantVIdealGasReactor_superminimal Passed Core Comparison ✅

Original model has 13 species.
Test model has 13 species. ✅
Original model has 19 reactions.
Test model has 19 reactions. ✅

RMS_constantVIdealGasReactor_superminimal Passed Edge Comparison ✅

Original model has 13 species.
Test model has 13 species. ✅
Original model has 19 reactions.
Test model has 19 reactions. ✅

Details Observables Test Case: RMS_constantVIdealGasReactor_superminimal Comparison

✅ All Observables varied by less than 0.100 on average between old model and new model in all conditions!

RMS_constantVIdealGasReactor_superminimal Passed Observable Testing ✅

Regression test RMS_CSTR_liquid_oxidation:

Reference: Execution time (DD:HH:MM:SS): 00:00:09:01
Current: Execution time (DD:HH:MM:SS): 00:00:08:48
Reference: Memory used: 2623.25 MB
Current: Memory used: 2562.53 MB

RMS_CSTR_liquid_oxidation Failed Core Comparison ❌

Original model has 35 species.
Test model has 35 species. ✅
Original model has 128 reactions.
Test model has 121 reactions. ❌
The original model has 5 species that the tested model does not have. ❌
spc: CCCCCO
spc: CC1CC(C)O1(87)
spc: CC=CC(C)OO(88)
spc: C=CCC(C)OO(89)
spc: CC(CC(C)OO)OO
The tested model has 5 species that the original model does not have. ❌
spc: [CH2]CCC(9)
spc: CH3
spc: C=CC(18)
spc: [CH2]C(CCC)OO(33)
spc: [CH2]CCC(C)OO(35)
The original model has 30 reactions that the tested model does not have. ❌
rxn: [O]O(13) + [CH2]CCCC(12) <=> CCCCCOO(78) origin: R_Recombination
rxn: [OH](26) + [OH](26) <=> OO(23) origin: R_Recombination
rxn: [O]O(13) + CCCCCO[O](61) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: OO(23) + CCCC(C)OO(25) <=> [OH](26) + O(42) + CCCC(C)O[O](21) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCC(CC)OO(24) <=> [OH](26) + O(42) + CCC(CC)O[O](20) origin: Bimolec_Hydroperoxide_Decomposition
rxn: [CH2]CCCC(12) + CCCCCO[O](61) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + CCCCCO[O](61) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: OO(23) + CCCCCOO(78) <=> [OH](26) + O(42) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: oxygen(1) + C[CH]CC(C)OO(34) <=> CC(CC(C)OO)O[O](91) origin: R_Recombination
rxn: CCCC(C)OO(25) + CCCCCOO(78) <=> O(42) + CCCC(C)[O](41) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCCC(C)OO(25) <=> [O]O(13) + O(42) + CCCC(C)[O](41) origin: Bimolec_Hydroperoxide_Decomposition
rxn: oxygen(1) + C[CH]CC(C)OO(34) <=> [O]O(13) + CC=CC(C)OO(88) origin: Disproportionation
rxn: [OH](26) + CCCCC[O](79) <=> CCCCCOO(78) origin: R_Recombination
rxn: CCCC(C)OO(25) + CCCCCOO(78) <=> O(42) + CCCCC[O](79) + CCCC(C)O[O](21) origin: Bimolec_Hydroperoxide_Decomposition
rxn: CCC(CC)OO(24) + CCCCCOO(78) <=> O(42) + CCCCC[O](79) + CCC(CC)O[O](20) origin: Bimolec_Hydroperoxide_Decomposition
rxn: CCCCCOO(78) + CCCCCOO(78) <=> O(42) + CCCCC[O](79) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCCCCOO(78) <=> [O]O(13) + O(42) + CCCCC[O](79) origin: Bimolec_Hydroperoxide_Decomposition
rxn: CCC(CC)OO(24) + CCCCCOO(78) <=> O(42) + CCC([O])CC(44) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCC(CC)OO(24) <=> [O]O(13) + O(42) + CCC([O])CC(44) origin: Bimolec_Hydroperoxide_Decomposition
rxn: [O]O(13) + C[CH]CCCOO(75) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + C[CH]CCCOO(75) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + C[CH]CCCOO(75) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CC(C)OO(34) <=> [OH](26) + CC1CC(C)O1(87) origin: Cyclic_Ether_Formation
rxn: oxygen(1) + C[CH]CC(C)OO(34) <=> [O]O(13) + C=CCC(C)OO(89) origin: Disproportionation
rxn: [O]O(13) + [CH2]CCCCOO(76) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + [CH2]CCCCOO(76) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + [CH2]CCCCOO(76) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: [O]O(13) + CC[CH]CCOO(74) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + CC[CH]CCOO(74) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + CC[CH]CCOO(74) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
The tested model has 23 reactions that the original model does not have. ❌
rxn: C[CH]CCC(11) <=> C[CH2](6) + C=CC(18) origin: R_Addition_MultipleBond
rxn: CCCC(C)O[O](21) <=> [CH2]C(CCC)OO(33) origin: intra_H_migration
rxn: [O]O(13) + [CH2]C(CCC)OO(33) <=> oxygen(1) + CCCC(C)OO(26) origin: H_Abstraction
rxn: OO(23) + [CH2]C(CCC)OO(33) <=> [O]O(13) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]C(CCC)OO(33) + pentane(2) <=> C[CH]CCC(11) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]C(CCC)OO(33) + pentane(2) <=> CC[CH]CC(7) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]C(CCC)OO(33) + CCCC(C)OO(26) <=> CCCC(C)O[O](21) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]C(CCC)OO(33) + CCC(CC)OO(27) <=> CCC(CC)O[O](22) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]C(CCC)OO(33) + pentane(2) <=> [CH2]CCCC(12) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [O]O(13) + C=CCCC(17) <=> [CH2]C(CCC)OO(33) origin: R_Addition_MultipleBond
rxn: [CH2]CCCC(12) + [CH2]C(CCC)OO(33) <=> C=CCCC(17) + CCCC(C)OO(26) origin: Disproportionation
rxn: C[CH]CCC(11) + [CH2]C(CCC)OO(33) <=> C=CCCC(17) + CCCC(C)OO(26) origin: Disproportionation
rxn: [CH2]CCC(C)OO(35) <=> CCCC(C)O[O](21) origin: intra_H_migration
rxn: [O]O(13) + [CH2]CCC(C)OO(35) <=> oxygen(1) + CCCC(C)OO(26) origin: H_Abstraction
rxn: OO(23) + [CH2]CCC(C)OO(35) <=> [O]O(13) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]CCC(C)OO(35) + pentane(2) <=> C[CH]CCC(11) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]CCC(C)OO(35) + pentane(2) <=> CC[CH]CC(7) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]CCC(C)OO(35) + CCCC(C)OO(26) <=> CCCC(C)O[O](21) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]CCC(C)OO(35) + CCC(CC)OO(27) <=> CCC(CC)O[O](22) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]CCC(C)OO(35) + pentane(2) <=> [CH2]CCCC(12) + CCCC(C)OO(26) origin: H_Abstraction
rxn: [CH2]CCCC(12) + [CH2]CCC(C)OO(35) <=> C=CCCC(17) + CCCC(C)OO(26) origin: Disproportionation
rxn: C[CH]CCC(11) + [CH2]CCC(C)OO(35) <=> C=CCCC(17) + CCCC(C)OO(26) origin: Disproportionation
rxn: [CH3](10) + [CH2]CCC(9) <=> pentane(2) origin: R_Recombination

RMS_CSTR_liquid_oxidation Failed Edge Comparison ❌

Original model has 90 species.
Test model has 77 species. ❌
Original model has 316 reactions.
Test model has 246 reactions. ❌
The original model has 13 species that the tested model does not have. ❌
spc: CCCCCO
spc: [CH2]COO(80)
spc: [CH2]CCOO(81)
spc: [CH2]OO(82)
spc: [CH2]CCCOO(83)
spc: CCCC[CH]OO(84)
spc: C[CH]CCOO(85)
spc: [CH2]C(C)C(C)OO(86)
spc: CC1CC(C)O1(87)
spc: CC=CC(C)OO(88)
spc: C=CCC(C)OO(89)
spc: CC([O])CC(C)O(90)
spc: CC(CC(C)OO)OO
The original model has 70 reactions that the tested model does not have. ❌
rxn: [O]O(13) + [CH2]CCCC(12) <=> CCCCCOO(78) origin: R_Recombination
rxn: [OH](26) + [OH](26) <=> OO(23) origin: R_Recombination
rxn: [O]O(13) + CCCCCO[O](61) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: OO(23) + CCCC(C)OO(25) <=> [OH](26) + O(42) + CCCC(C)O[O](21) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCC(CC)OO(24) <=> [OH](26) + O(42) + CCC(CC)O[O](20) origin: Bimolec_Hydroperoxide_Decomposition
rxn: [CH2]CCCC(12) + CCCCCO[O](61) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + CCCCCO[O](61) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: OO(23) + CCCCCOO(78) <=> [OH](26) + O(42) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: oxygen(1) + C[CH]CC(C)OO(34) <=> CC(CC(C)OO)O[O](91) origin: R_Recombination
rxn: CCCC(C)OO(25) + CCCCCOO(78) <=> O(42) + CCCC(C)[O](41) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCCC(C)OO(25) <=> [O]O(13) + O(42) + CCCC(C)[O](41) origin: Bimolec_Hydroperoxide_Decomposition
rxn: oxygen(1) + C[CH]CC(C)OO(34) <=> [O]O(13) + CC=CC(C)OO(88) origin: Disproportionation
rxn: [OH](26) + CCCCC[O](79) <=> CCCCCOO(78) origin: R_Recombination
rxn: CCCC(C)OO(25) + CCCCCOO(78) <=> O(42) + CCCCC[O](79) + CCCC(C)O[O](21) origin: Bimolec_Hydroperoxide_Decomposition
rxn: CCC(CC)OO(24) + CCCCCOO(78) <=> O(42) + CCCCC[O](79) + CCC(CC)O[O](20) origin: Bimolec_Hydroperoxide_Decomposition
rxn: CCCCCOO(78) + CCCCCOO(78) <=> O(42) + CCCCC[O](79) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCCCCOO(78) <=> [O]O(13) + O(42) + CCCCC[O](79) origin: Bimolec_Hydroperoxide_Decomposition
rxn: CCC(CC)OO(24) + CCCCCOO(78) <=> O(42) + CCC([O])CC(44) + CCCCCO[O](61) origin: Bimolec_Hydroperoxide_Decomposition
rxn: OO(23) + CCC(CC)OO(24) <=> [O]O(13) + O(42) + CCC([O])CC(44) origin: Bimolec_Hydroperoxide_Decomposition
rxn: [O]O(13) + C[CH]CCCOO(75) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + C[CH]CCCOO(75) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + C[CH]CCCOO(75) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CC(C)OO(34) <=> [OH](26) + CC1CC(C)O1(87) origin: Cyclic_Ether_Formation
rxn: oxygen(1) + C[CH]CC(C)OO(34) <=> [O]O(13) + C=CCC(C)OO(89) origin: Disproportionation
rxn: [O]O(13) + [CH2]CCCCOO(76) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + [CH2]CCCCOO(76) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + [CH2]CCCCOO(76) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: [O]O(13) + CC[CH]CCOO(74) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + CC[CH]CCOO(74) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + CC[CH]CCOO(74) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C=CC[CH]C(64) + [CH2]CCCC(12) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: C=CC[CH]C(64) + C[CH]CCC(11) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH2]C=CCC(66) + [CH2]CCCC(12) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH2]C=CCC(66) + C[CH]CCC(11) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH2]CCC=C(67) + [CH2]CCCC(12) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH2]CCC=C(67) + C[CH]CCC(11) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: C=[C]CCC(68) + [CH2]CCCC(12) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: C=[C]CCC(68) + C[CH]CCC(11) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH]=CCCC(69) + [CH2]CCCC(12) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH]=CCCC(69) + C[CH]CCC(11) <=> C=CCCC(18) + C=CCCC(18) origin: Disproportionation
rxn: [CH2](3) + CCCCOO(50) <=> CCCCCOO(78) origin: 1,2_Insertion_carbene
rxn: [CH2](3) + CCCCOO(50) <=> CCCCCOO(78) origin: 1,2_Insertion_carbene
rxn: [H](8) + CCCCCO[O](61) <=> CCCCCOO(78) origin: R_Recombination
rxn: [CH2]COO(80) + [CH2]CC(5) <=> CCCCCOO(78) origin: R_Recombination
rxn: C[CH2](6) + [CH2]CCOO(81) <=> CCCCCOO(78) origin: R_Recombination
rxn: [H](8) + CC[CH]CCOO(74) <=> CCCCCOO(78) origin: R_Recombination
rxn: [CH2]OO(82) + [CH2]CCC(9) <=> CCCCCOO(78) origin: R_Recombination
rxn: [H](8) + CCC[CH]COO(73) <=> CCCCCOO(78) origin: R_Recombination
rxn: [CH3](10) + [CH2]CCCOO(83) <=> CCCCCOO(78) origin: R_Recombination
rxn: [H](8) + C[CH]CCCOO(75) <=> CCCCCOO(78) origin: R_Recombination
rxn: [H](8) + CCCC[CH]OO(84) <=> CCCCCOO(78) origin: R_Recombination
rxn: [H](8) + [CH2]CCCCOO(76) <=> CCCCCOO(78) origin: R_Recombination
rxn: [CH2](3) + C[CH]CCOO(85) <=> C[CH]CC(C)OO(34) origin: 1,2_Insertion_carbene
rxn: [CH2]C(C)C(C)OO(86) <=> C[CH]CC(C)OO(34) origin: 1,2_shiftC
rxn: [H](8) + CC=CC(C)OO(88) <=> C[CH]CC(C)OO(34) origin: R_Addition_MultipleBond
rxn: [H](8) + C=CCC(C)OO(89) <=> C[CH]CC(C)OO(34) origin: R_Addition_MultipleBond
rxn: C[CH]OO(52) + C=CC(19) <=> C[CH]CC(C)OO(34) origin: R_Addition_MultipleBond
rxn: CC[CH]C(C)OO(32) <=> C[CH]CC(C)OO(34) origin: intra_H_migration
rxn: [CH2]CCC(C)OO(35) <=> C[CH]CC(C)OO(34) origin: intra_H_migration
rxn: C[CH]CC(C)OO(34) <=> CCC[C](C)OO(54) origin: intra_H_migration
rxn: C[CH]CC(C)OO(34) <=> [CH2]C(CCC)OO(33) origin: intra_H_migration
rxn: C[CH]CC(C)OO(34) <=> CC([O])CC(C)O(90) origin: intra_OH_migration
rxn: [H](8) + [OH](26) <=> O(42) origin: R_Recombination
rxn: [H](8) + [O]O(13) <=> OO(23) origin: R_Recombination
rxn: [O]O(13) + CCC[CH]COO(73) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [O]O(13) + CCCC[CH]OO(84) <=> oxygen(1) + CCCCCOO(78) origin: H_Abstraction
rxn: [CH2]CCCC(12) + CCC[CH]COO(73) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: [CH2]CCCC(12) + CCCC[CH]OO(84) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + CCC[CH]COO(73) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation
rxn: C[CH]CCC(11) + CCCC[CH]OO(84) <=> C=CCCC(18) + CCCCCOO(78) origin: Disproportionation

Details Observables Test Case: RMS_CSTR_liquid_oxidation Comparison

✅ All Observables varied by less than 0.100 on average between old model and new model in all conditions!

RMS_CSTR_liquid_oxidation Passed Observable Testing ✅

Regression test fragment:

Reference: Execution time (DD:HH:MM:SS): 00:00:00:32
Current: Execution time (DD:HH:MM:SS): 00:00:00:35
Reference: Memory used: 698.91 MB
Current: Memory used: 698.72 MB

fragment Passed Core Comparison ✅

Original model has 10 species.
Test model has 10 species. ✅
Original model has 2 reactions.
Test model has 2 reactions. ✅

fragment Passed Edge Comparison ✅

Original model has 33 species.
Test model has 33 species. ✅
Original model has 47 reactions.
Test model has 47 reactions. ✅

Details Observables Test Case: fragment Comparison

✅ All Observables varied by less than 0.100 on average between old model and new model in all conditions!

fragment Passed Observable Testing ✅
Errors occurred during observable testing ⚠️ WARNING:root:Initial mole fractions do not sum to one; normalizing.

Regression test RMS_constantVIdealGasReactor_fragment:

Reference: Execution time (DD:HH:MM:SS): 00:00:03:03
Current: Execution time (DD:HH:MM:SS): 00:00:02:53
Reference: Memory used: 2554.67 MB
Current: Memory used: 2397.83 MB

RMS_constantVIdealGasReactor_fragment Passed Core Comparison ✅

Original model has 10 species.
Test model has 10 species. ✅
Original model has 2 reactions.
Test model has 2 reactions. ✅

RMS_constantVIdealGasReactor_fragment Passed Edge Comparison ✅

Original model has 27 species.
Test model has 27 species. ✅
Original model has 24 reactions.
Test model has 24 reactions. ✅

Details Observables Test Case: RMS_constantVIdealGasReactor_fragment Comparison

✅ All Observables varied by less than 0.100 on average between old model and new model in all conditions!

RMS_constantVIdealGasReactor_fragment Passed Observable Testing ✅
Errors occurred during observable testing ⚠️ WARNING:root:Initial mole fractions do not sum to one; normalizing.

Regression test minimal_surface:

Reference: Execution time (DD:HH:MM:SS): 00:00:00:30
Current: Execution time (DD:HH:MM:SS): 00:00:00:33
Reference: Memory used: 854.19 MB
Current: Memory used: 853.03 MB

minimal_surface Passed Core Comparison ✅

Original model has 11 species.
Test model has 11 species. ✅
Original model has 3 reactions.
Test model has 3 reactions. ✅

minimal_surface Passed Edge Comparison ✅

Original model has 38 species.
Test model has 38 species. ✅
Original model has 38 reactions.
Test model has 38 reactions. ✅

Details Observables Test Case: minimal_surface Comparison

✅ All Observables varied by less than 0.500 on average between old model and new model in all conditions!

minimal_surface Passed Observable Testing ✅

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Restore incremental builds for Cython extensions (make should use build_ext --inplace)

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