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Merge pull request #68 from jrenaud90/dev0.11.0
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ver0.11.0
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jrenaud90 authored Nov 8, 2024
2 parents a2fc0ae + 1fdc2f5 commit 37dc62f
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27 changes: 5 additions & 22 deletions Benchmarks/Accuracy.ipynb
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Expand Up @@ -53,17 +53,15 @@
"metadata": {},
"outputs": [],
"source": [
"from CyRK import pysolve_ivp, cyrk_ode\n",
"from CyRK import pysolve_ivp\n",
"from scipy.integrate import solve_ivp"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "a1305367",
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [
{
"name": "stdout",
Expand Down Expand Up @@ -128,7 +126,6 @@
"rtols = [1.0e-5, 1.0e-7, 1.0e-9, 1.0e-11]\n",
"\n",
"integration_method = 'RK45'\n",
"rk_method = 1\n",
"t_span = (0., 10.)\n",
"t_eval = np.linspace(0.0, 10.0, 100)\n",
"\n",
Expand All @@ -142,21 +139,16 @@
" scipy_sol = solve_ivp(diffeq_accuracy_3, t_span, y0, rtol=rtol, atol=atol, method=integration_method)\n",
" scipy_teval = solve_ivp(diffeq_accuracy_3, t_span, y0, rtol=rtol, atol=atol, method=integration_method, t_eval=t_eval)\n",
" \n",
" cyrk_sol = cyrk_ode(diffeq_accuracy_2, t_span, y0, rtol=rtol, atol=atol, rk_method=rk_method, raise_warnings=False)\n",
" cyrk_teval = cyrk_ode(diffeq_accuracy_2, t_span, y0, rtol=rtol, atol=atol, rk_method=rk_method, t_eval=t_eval, raise_warnings=False)\n",
" \n",
" pysolve_sol = pysolve_ivp(diffeq_accuracy, t_span, y0, rtol=rtol, atol=atol, method=integration_method, dense_output=True, pass_dy_as_arg=True)\n",
" pysolve_teval = pysolve_ivp(diffeq_accuracy, t_span, y0, rtol=rtol, atol=atol, method=integration_method, t_eval=t_eval, pass_dy_as_arg=True)\n",
" print(pysolve_sol.t.shape)\n",
" chi_sci_sol = np.nansum((scipy_sol.y - correct_answer(scipy_sol.t, c1, c2))**2 / correct_answer(scipy_sol.t, c1, c2))\n",
" chi_crykode_sol = np.nansum((cyrk_sol[1] - correct_answer(cyrk_sol[0], c1, c2))**2 / correct_answer(cyrk_sol[0], c1, c2))\n",
" chi_pysolve_sol = np.nansum((pysolve_sol.y - correct_answer(pysolve_sol.t, c1, c2))**2 / correct_answer(pysolve_sol.t, c1, c2))\n",
" \n",
" print(f\"SciPy (sol)\\t|\\tPySolve (sol)\\t|\\tcyrk_ode (sol)\")\n",
" print(f\"{chi_sci_sol:0.5e}\\t|\\t{chi_pysolve_sol:0.5e}\\t|\\t{chi_crykode_sol:0.5e}\")\n",
" print(f\"SciPy (sol)\\t|\\tPySolve (sol)\")\n",
" print(f\"{chi_sci_sol:0.5e}\\t|\\t{chi_pysolve_sol:0.5e}\")\n",
" \n",
" chi_sci_teval = np.nansum((scipy_teval.y - correct_answer(scipy_teval.t, c1, c2))**2 / correct_answer(scipy_teval.t, c1, c2))\n",
" chi_crykode_teval = np.nansum((cyrk_teval[1] - correct_answer(cyrk_teval[0], c1, c2))**2 / correct_answer(cyrk_teval[0], c1, c2))\n",
" chi_pysolve_teval = np.nansum((pysolve_teval.y - correct_answer(pysolve_teval.t, c1, c2))**2 / correct_answer(pysolve_teval.t, c1, c2))\n",
" dense_sol = pysolve_sol(t_eval)\n",
" chi_pysolve_dense = np.nansum((dense_sol - correct_answer(t_eval, c1, c2))**2 / correct_answer(t_eval, c1, c2))\n",
Expand Down Expand Up @@ -202,24 +194,15 @@
"# ax5.scatter(pysolve_sol.t, np.zeros_like(scipy_sol.t), c='purple', s=5)\n",
"# ax5.set(title=\"SciPy (sol) - pysolve\")\n",
" \n",
"# fig5, ax5 = plt.subplots()\n",
"# ax5.plot(cyrk_sol[0], (cyrk_sol[1][0] - pysolve_sol.y[0]) / cyrk_sol[1][0], c='b')\n",
"# ax5.plot(cyrk_sol[0], (cyrk_sol[1][1] - pysolve_sol.y[1]) / cyrk_sol[1][1], c='r')\n",
"# ax5.scatter(scipy_sol.t, np.zeros_like(scipy_sol.t), c='g', s=1)\n",
"# ax5.scatter(pysolve_sol.t, np.zeros_like(scipy_sol.t), c='purple', s=5)\n",
"# ax5.set(title=\"cyrk_ode - pysolve_sol\")\n",
" \n",
"# sci_step_size = np.diff(scipy_sol.t)\n",
"# solpy_step_size = np.diff(pysolve_sol.t)\n",
"# cyrk_step_size = np.diff(cyrk_sol[0])\n",
" \n",
"# fig5, ax5 = plt.subplots()\n",
"# # ax5.plot(scipy_sol.t, (scipy_sol.y[0] - pysolve_sol.y[0]) / scipy_sol.y[0], c='b', ls=':')\n",
"# # ax5.plot(scipy_sol.t, (scipy_sol.y[1] - pysolve_sol.y[1]) / scipy_sol.y[1], c='r', ls=':')\n",
"# ax5b = ax5.twinx()\n",
"# ax5b.plot(scipy_sol.t[1:], sci_step_size, c='b', marker='.')\n",
"# ax5b.plot(pysolve_sol.t[1:], solpy_step_size, c='r', marker='.')\n",
"# # ax5b.plot(cyrk_sol[0][1:], cyrk_step_size, c='orange', marker='.')\n",
"# ax5b.set(ylim=(0.3, 0.4))\n",
"# plt.show()\n",
" \n",
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.5"
"version": "3.12.7"
}
},
"nbformat": 4,
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220 changes: 101 additions & 119 deletions Benchmarks/CyRK - SciPy Comparison.ipynb

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31 changes: 31 additions & 0 deletions CHANGES.md
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Expand Up @@ -2,6 +2,37 @@

## 2024

#### v0.11.0 (2024-NNN)

New:
* `WrapCySolverResult` result class now provides user access to attribute `num_y`.

Removed:
* Removed previous `cyrk_ode` and older version of the `CySolver` class-based solver.
* The functionality of `cyrk_ode` is now handled by the new (as of v0.10.0) `pysolve_ivp` function.
* The functionality of `CySolver` is partly handled by the new (as of v0.10.0) `cysolve_ivp` function.
* Note that the new cysolve_ivp is a functional approach. A class based approach like the older CySolver class supported is no longer available but could be easy to implement. If there is interest please create a Github issue for it.

Refactors:
* Refactored the new cysolver and pysolver files to remove "New". This will break imports based on previous versions.
* Broke up cysolver and pysolver into different files to isolate each other's code.

Other:
* Changed the default ordering for diffeq function inputs to follow the scheme dydt(dy, t, y); previously it was dydt(t, y, dy). This affects the `cy2nb` and `nb2cy` helper functions.
* Updated performance module to use new methods over old.

Demos:
* Fixed typo in the type of the mixed-type args container.
* Updated to work with new refactoring.

Tests:
* Updated tests to use pysolver where cyrk_ode was used.
* Changed tolerances and other inputs to try to make some tests faster.

Dependencies:
* Tested that CyRK works with numpy v2.X; but a lot of other packages don't right now. So setting it as upper limit.
* Tested that CyRK can not work with Python 3.13 yet due to numba dependence. See issue

#### v0.10.2 (2024-11-05)

New:
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2 changes: 1 addition & 1 deletion CyRK/__init__.pxd
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@@ -1,2 +1,2 @@
from CyRK.cy.cysolverNew cimport cysolve_ivp, cysolve_ivp_gil, DiffeqFuncType, PreEvalFunc, CySolverResult, WrapCySolverResult, CySolverBase, CySolveOutput, RK23_METHOD_INT, RK45_METHOD_INT, DOP853_METHOD_INT
from CyRK.cy.cysolver_api cimport cysolve_ivp, cysolve_ivp_gil, DiffeqFuncType, PreEvalFunc, CySolverResult, WrapCySolverResult, CySolverBase, CySolveOutput, RK23_METHOD_INT, RK45_METHOD_INT, DOP853_METHOD_INT
from CyRK.cy.helpers cimport interpolate_from_solution_list
6 changes: 2 additions & 4 deletions CyRK/__init__.py
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Expand Up @@ -6,14 +6,12 @@
# Import numba solver
from .nb.nbrk import nbsolve_ivp

# Import cython solver
from CyRK.cy.cyrk import cyrk_ode

# Import helper functions
from .helper import nb2cy, cy2nb

# Import test functions
from ._test import test_nbrk, test_cysolver, test_pysolver

# Import python solver
from CyRK.cy.cysolverNew import pysolve_ivp
from CyRK.cy.cysolver_api import WrapCySolverResult
from CyRK.cy.pysolver import pysolve_ivp
2 changes: 1 addition & 1 deletion CyRK/_test.py
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Expand Up @@ -54,7 +54,7 @@ def test_pysolver():

def test_cysolver():

from CyRK.cy.cysolverNew_test import cytester
from CyRK.cy.cysolver_test import cytester

result = cytester(0,
time_span,
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55 changes: 0 additions & 55 deletions CyRK/cy/common.pxd

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