From 1011bfe52ff3f313fd08dea7663e53354eb853be Mon Sep 17 00:00:00 2001
From: Markus Holzer <markus.holzer@fau.de>
Date: Sat, 20 Jan 2024 13:27:14 +0100
Subject: [PATCH] Refactor source tree layout

---
 .flake8                                       |    4 +-
 .gitignore                                    |   12 +-
 .gitlab-ci.yml                                |    7 +-
 conftest.py                                   |   21 +-
 pyproject.toml                                |    2 +-
 pytest.ini                                    |   14 +-
 quicktest.py                                  |    2 +-
 {lbmpy => src/lbmpy}/__init__.py              |    0
 {lbmpy => src/lbmpy}/_version.py              |    0
 .../lbmpy}/advanced_streaming/__init__.py     |    0
 .../advanced_streaming/communication.py       |    0
 .../lbmpy}/advanced_streaming/indexing.py     |    0
 .../lbmpy}/advanced_streaming/utility.py      |    0
 src/lbmpy/analytical_solutions.py             |   20 +
 {lbmpy => src/lbmpy}/boundaries/__init__.py   |    0
 .../lbmpy}/boundaries/boundaries_in_kernel.py |    0
 .../lbmpy}/boundaries/boundaryconditions.py   |    0
 .../lbmpy}/boundaries/boundaryhandling.py     |    0
 .../lbmpy}/chapman_enskog/__init__.py         |    0
 .../lbmpy}/chapman_enskog/chapman_enskog.py   |    0
 .../chapman_enskog_higher_order.py            |    0
 .../chapman_enskog_steady_state.py            |    0
 .../lbmpy}/chapman_enskog/derivative.py       |    0
 .../continuous_distribution_measures.py       |    0
 {lbmpy => src/lbmpy}/creationfunctions.py     |    0
 {lbmpy => src/lbmpy}/cumulants.py             |    0
 {lbmpy => src/lbmpy}/custom_code_nodes.py     |    0
 {lbmpy => src/lbmpy}/db.py                    |    0
 {lbmpy => src/lbmpy}/enums.py                 |    0
 {lbmpy => src/lbmpy}/equilibrium/__init__.py  |    0
 .../equilibrium/abstract_equilibrium.py       |    0
 .../continuous_hydro_maxwellian.py            |    0
 .../equilibrium/discrete_hydro_maxwellian.py  |    0
 .../generic_discrete_equilibrium.py           |    0
 {lbmpy => src/lbmpy}/fieldaccess.py           |    0
 {lbmpy => src/lbmpy}/fluctuatinglb.py         |    0
 {lbmpy => src/lbmpy}/forcemodels.py           |    0
 {lbmpy => src/lbmpy}/geometry.py              |    0
 {lbmpy => src/lbmpy}/innerloopsplit.py        |    0
 {lbmpy => src/lbmpy}/lbstep.py                |    0
 .../lbmpy}/macroscopic_value_kernels.py       |    0
 {lbmpy => src/lbmpy}/max_domain_size_info.py  |    0
 .../lbmpy}/maxwellian_equilibrium.py          |    0
 {lbmpy => src/lbmpy}/methods/__init__.py      |    0
 .../lbmpy}/methods/abstractlbmethod.py        |    0
 .../methods/conservedquantitycomputation.py   |    0
 .../lbmpy}/methods/creationfunctions.py       |    0
 .../lbmpy}/methods/cumulantbased/__init__.py  |    0
 .../cumulantbased/cumulant_simplifications.py |    0
 .../cumulantbased/cumulantbasedmethod.py      |    0
 .../cumulantbased/fourth_order_correction.py  |    0
 .../cumulantbased/galilean_correction.py      |    0
 .../lbmpy}/methods/default_moment_sets.py     |    0
 .../lbmpy}/methods/momentbased/__init__.py    |    0
 .../momentbased/centralmomentbasedmethod.py   |    0
 .../lbmpy}/methods/momentbased/entropic.py    |    0
 .../methods/momentbased/momentbasedmethod.py  |    0
 .../momentbased/momentbasedsimplifications.py |    0
 .../lbmpy}/moment_transforms/__init__.py      |    0
 .../abstractmomenttransform.py                |    0
 .../centralmomenttransforms.py                |    0
 .../moment_transforms/cumulanttransforms.py   |    0
 .../moment_transforms/rawmomenttransforms.py  |    0
 {lbmpy => src/lbmpy}/moments.py               |    0
 {lbmpy => src/lbmpy}/non_newtonian_models.py  |    0
 {lbmpy => src/lbmpy}/oldroydb.py              |    0
 {lbmpy => src/lbmpy}/parameterization.py      |    0
 .../lbmpy}/partially_saturated_cells.py       |    0
 {lbmpy => src/lbmpy}/phasefield/__init__.py   |    0
 {lbmpy => src/lbmpy}/phasefield/analytical.py |    0
 .../lbmpy}/phasefield/cahn_hilliard_lbm.py    |    0
 .../contact_angle_circle_fitting.py           |    0
 {lbmpy => src/lbmpy}/phasefield/eos.py        |    0
 .../lbmpy}/phasefield/experiments1D.py        |    0
 .../lbmpy}/phasefield/experiments2D.py        |    0
 .../lbmpy}/phasefield/fd_stencils.py          |    0
 .../phasefield/high_density_ratio_model.py    |    0
 {lbmpy => src/lbmpy}/phasefield/kerneleqs.py  |    0
 .../lbmpy}/phasefield/n_phase_boyer.py        |    0
 .../lbmpy}/phasefield/nphase_nestler.py       |    0
 .../lbmpy}/phasefield/phasefieldstep.py       |    0
 .../phasefield/phasefieldstep_direct.py       |    0
 .../lbmpy}/phasefield/post_processing.py      |    0
 {lbmpy => src/lbmpy}/phasefield/scenarios.py  |    0
 src/lbmpy/phasefield/simplex_projection.c     | 7569 +++++++++++++++++
 .../simplex_projection.cpython-311-darwin.so  |  Bin 0 -> 84629 bytes
 .../simplex_projection.cpython-39-darwin.so   |  Bin 0 -> 84276 bytes
 .../lbmpy}/phasefield/simplex_projection.pyx  |    0
 .../lbmpy}/phasefield_allen_cahn/__init__.py  |    0
 .../phasefield_allen_cahn/analytical.py       |    0
 .../phasefield_allen_cahn/contact_angle.py    |    0
 .../phasefield_allen_cahn/derivatives.py      |    0
 .../phasefield_allen_cahn/kernel_equations.py |    0
 .../phasefield_allen_cahn/numerical_solver.py |    0
 .../parameter_calculation.py                  |    0
 {lbmpy => src/lbmpy}/plot.py                  |    0
 {lbmpy => src/lbmpy}/postprocessing.py        |    0
 .../quadratic_equilibrium_construction.py     |    0
 {lbmpy => src/lbmpy}/relaxationrates.py       |    0
 {lbmpy => src/lbmpy}/scenarios.py             |    0
 {lbmpy => src/lbmpy}/session.py               |    0
 {lbmpy => src/lbmpy}/simplificationfactory.py |    0
 {lbmpy => src/lbmpy}/sparse/__init__.py       |    0
 {lbmpy => src/lbmpy}/sparse/mapping.py        |    0
 .../lbmpy}/sparse/update_rule_sparse.py       |    0
 {lbmpy => src/lbmpy}/stencils.py              |    0
 {lbmpy => src/lbmpy}/turbulence_models.py     |    0
 {lbmpy => src/lbmpy}/updatekernels.py         |    0
 {lbmpy => src/lbmpy}/utils.py                 |    0
 tests/__init__.py                             |    0
 .../Lees_Edwards_boundary_conditions.ipynb    |    0
 .../test_advanced_streaming_noslip.py         |    0
 .../advanced_streaming/test_communication.py  |    0
 .../test_fully_periodic_flow.py               |    0
 .../test_periodic_pipe_with_force.py          |    0
 .../benchmark/benchmark_evaluation.ipynb      |    0
 tests/benchmark/db/config.json                |    1 +
 .../benchmark/evaluation.py                   |    0
 .../benchmark/i10staff14_benchmark            |    0
 .../benchmark/test_benchmark.py               |    0
 .../cumulantmethod/test_equilibrium.py        |    0
 .../cumulantmethod/test_flow_around_sphere.py |    0
 .../test_periodic_pipe_flow.ipynb             |    0
 .../kida_vortex_flow/Evaluation.ipynb         |    0
 .../scenario_kida_vortex_flow.py              |    0
 .../phasefield-capillary-wave.ipynb           |    0
 .../phasefield-gravity-wave.ipynb             |    0
 .../full_scenarios/rod/scenario_rod.py        |    0
 .../schaefer_turek/scenario_schaefer_turek.py |    0
 ...brium Construction - ReducedStencils.ipynb |    0
 .../shear_wave/Evaluation.ipynb               |    0
 .../shear_wave/scenario_shear_wave.py         |    0
 .../square_channel/scenario_square_channel.py |    0
 {lbmpy_tests => tests}/lattice_tensors.py     |    0
 .../test_analytical_3phase_model.ipynb        |    0
 .../phasefield/test_analytical_n_phase.ipynb  |    0
 .../test_analytical_n_phase_full.ipynb        |    0
 .../test_analytical_paper_comparison.ipynb    |    0
 .../phasefield/test_entropic_model.ipynb      |    0
 {lbmpy_tests => tests}/phasefield/test_eos.py |    0
 .../test_force_computation_equivalence.py     |    0
 .../phasefield/test_liquid_lens_angles.ipynb  |    0
 .../test_n_phase_boyer_analytical.ipynb       |    0
 .../test_n_phase_boyer_noncoupled.ipynb       |    0
 .../test_n_phase_paper_boyer_lbm.ipynb        |    0
 .../test_n_phase_penaltyterm_model.ipynb      |    0
 .../phasefield/test_nestler_model.py          |    0
 .../phasefield/test_nphase_1D.py              |    0
 .../phasefield/test_nphase_2D.py              |    0
 .../test_numerical_1D_3phase_model.ipynb      |    0
 .../test_numerical_1D_nphase_model.ipynb      |    0
 .../phasefield/test_phase_field_scenarios.py  |    0
 .../phasefield/test_phasefield.py             |    0
 .../test_phasefieldstep_direct.ipynb          |    0
 .../test_phasefieldstep_direct_boyer.ipynb    |    0
 .../phasefield_allen_cahn/test_analytical.py  |    0
 .../test_contact_angle.py                     |    0
 .../test_phase_field_derivatives.ipynb        |    0
 .../test_runge_kutta_solver.py                |    0
 {lbmpy_tests => tests}/poiseuille.py          |   87 +-
 .../ForceDrivenChannel_guo_compressible.npz   |  Bin
 .../ForceDrivenChannel_guo_incompressible.npz |  Bin
 .../ForceDrivenChannel_luo_compressible.npz   |  Bin
 .../ForceDrivenChannel_luo_incompressible.npz |  Bin
 ...ForceDrivenChannel_simple_compressible.npz |  Bin
 ...rceDrivenChannel_simple_incompressible.npz |  Bin
 .../LidDrivenCavity_MRT_incompressible.npz    |  Bin
 .../LidDrivenCavity_SRT_guo_compressible.npz  |  Bin
 ...LidDrivenCavity_SRT_guo_incompressible.npz |  Bin
 .../LidDrivenCavity_SRT_luo_compressible.npz  |  Bin
 ...LidDrivenCavity_SRT_luo_incompressible.npz |  Bin
 ...idDrivenCavity_SRT_simple_compressible.npz |  Bin
 ...DrivenCavity_SRT_simple_incompressible.npz |  Bin
 .../LidDrivenCavity_TRT_luo_compressible.npz  |  Bin
 ...LidDrivenCavity_TRT_luo_incompressible.npz |  Bin
 .../shan_chen/test_shan_chen_two_component.py |    0
 .../shan_chen/test_shan_chen_two_phase.py     |    0
 {lbmpy_tests => tests}/testImage.png          |  Bin
 .../test_boundary_handling.py                 |    0
 .../test_builtin_periodicity.py               |    0
 {lbmpy_tests => tests}/test_central_moment.py |    0
 .../test_central_moment_equivalences.py       |    0
 .../test_central_moment_transform.py          |    0
 {lbmpy_tests => tests}/test_chapman_enskog.py |    0
 .../test_compiled_in_boundaries.ipynb         |    0
 ...onserved_quantity_relaxation_invariance.py |    0
 .../test_cpu_gpu_equivalence.py               |    0
 .../test_cumulant_equivalences.py             |    0
 .../test_cumulant_methods.py                  |    0
 .../test_cumulant_transform.py                |    0
 {lbmpy_tests => tests}/test_cumulants.py      |    0
 .../test_density_velocity_input.py            |    0
 {lbmpy_tests => tests}/test_diffusion.py      |    0
 {lbmpy_tests => tests}/test_entropic.py       |    0
 .../test_esotwist_visualization.ipynb         |    0
 .../test_extrapolation_outflow.py             |    0
 ...t_field_access_pattern_visualization.ipynb |    0
 {lbmpy_tests => tests}/test_float_kernel.py   |    0
 {lbmpy_tests => tests}/test_fluctuating_lb.py |    0
 {lbmpy_tests => tests}/test_force.py          |    0
 .../test_force_on_boundary.py                 |    0
 {lbmpy_tests => tests}/test_free_slip.py      |    0
 .../test_geometry_setup_serial.py             |    0
 .../test_gpu_block_size_limiting.py           |    0
 {lbmpy_tests => tests}/test_html_output.py    |    0
 .../test_hydro_maxwellian_class.py            |    0
 .../test_json_serializer.py                   |    0
 {lbmpy_tests => tests}/test_lbstep.py         |    0
 {lbmpy_tests => tests}/test_lees_edwards.py   |    0
 .../test_macroscopic_value_kernels.py         |    0
 .../test_maxwellian_equilibrium.py            |    0
 .../test_moment_transform_api.py              |    0
 .../test_momentbased_equivalences.py          |    0
 .../test_momentbased_methods_equilibrium.py   |    0
 {lbmpy_tests => tests}/test_moments.py        |    0
 .../test_mrt_simplifications.py               |    0
 {lbmpy_tests => tests}/test_oldroydb.py       |    0
 {lbmpy_tests => tests}/test_plot.py           |    0
 .../test_poisuille_channel.py                 |    7 +-
 {lbmpy_tests => tests}/test_postprocessing.py |    0
 {lbmpy_tests => tests}/test_quicktests.py     |    4 +-
 .../test_relaxation_rate.py                   |    0
 {lbmpy_tests => tests}/test_scaling_widget.py |    0
 {lbmpy_tests => tests}/test_shear_flow.py     |    0
 .../test_shifted_transforms.py                |    0
 .../test_simple_equilibrium_conservation.py   |    0
 {lbmpy_tests => tests}/test_smagorinsky.py    |    0
 {lbmpy_tests => tests}/test_sparse_lbm.ipynb  |    0
 .../test_split_optimization.py                |    0
 .../test_srt_trt_simplifications.py           |    0
 {lbmpy_tests => tests}/test_stencils.py       |    0
 .../test_stokes_setup.ipynb                   |    0
 {lbmpy_tests => tests}/test_update_kernel.py  |    0
 {lbmpy_tests => tests}/test_vectorization.py  |    0
 {lbmpy_tests => tests}/test_version_string.py |    0
 {lbmpy_tests => tests}/test_weights.py        |    0
 {lbmpy_tests => tests}/test_zero_centering.py |    0
 237 files changed, 7656 insertions(+), 94 deletions(-)
 rename {lbmpy => src/lbmpy}/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/_version.py (100%)
 rename {lbmpy => src/lbmpy}/advanced_streaming/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/advanced_streaming/communication.py (100%)
 rename {lbmpy => src/lbmpy}/advanced_streaming/indexing.py (100%)
 rename {lbmpy => src/lbmpy}/advanced_streaming/utility.py (100%)
 create mode 100644 src/lbmpy/analytical_solutions.py
 rename {lbmpy => src/lbmpy}/boundaries/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/boundaries/boundaries_in_kernel.py (100%)
 rename {lbmpy => src/lbmpy}/boundaries/boundaryconditions.py (100%)
 rename {lbmpy => src/lbmpy}/boundaries/boundaryhandling.py (100%)
 rename {lbmpy => src/lbmpy}/chapman_enskog/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/chapman_enskog/chapman_enskog.py (100%)
 rename {lbmpy => src/lbmpy}/chapman_enskog/chapman_enskog_higher_order.py (100%)
 rename {lbmpy => src/lbmpy}/chapman_enskog/chapman_enskog_steady_state.py (100%)
 rename {lbmpy => src/lbmpy}/chapman_enskog/derivative.py (100%)
 rename {lbmpy => src/lbmpy}/continuous_distribution_measures.py (100%)
 rename {lbmpy => src/lbmpy}/creationfunctions.py (100%)
 rename {lbmpy => src/lbmpy}/cumulants.py (100%)
 rename {lbmpy => src/lbmpy}/custom_code_nodes.py (100%)
 rename {lbmpy => src/lbmpy}/db.py (100%)
 rename {lbmpy => src/lbmpy}/enums.py (100%)
 rename {lbmpy => src/lbmpy}/equilibrium/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/equilibrium/abstract_equilibrium.py (100%)
 rename {lbmpy => src/lbmpy}/equilibrium/continuous_hydro_maxwellian.py (100%)
 rename {lbmpy => src/lbmpy}/equilibrium/discrete_hydro_maxwellian.py (100%)
 rename {lbmpy => src/lbmpy}/equilibrium/generic_discrete_equilibrium.py (100%)
 rename {lbmpy => src/lbmpy}/fieldaccess.py (100%)
 rename {lbmpy => src/lbmpy}/fluctuatinglb.py (100%)
 rename {lbmpy => src/lbmpy}/forcemodels.py (100%)
 rename {lbmpy => src/lbmpy}/geometry.py (100%)
 rename {lbmpy => src/lbmpy}/innerloopsplit.py (100%)
 rename {lbmpy => src/lbmpy}/lbstep.py (100%)
 rename {lbmpy => src/lbmpy}/macroscopic_value_kernels.py (100%)
 rename {lbmpy => src/lbmpy}/max_domain_size_info.py (100%)
 rename {lbmpy => src/lbmpy}/maxwellian_equilibrium.py (100%)
 rename {lbmpy => src/lbmpy}/methods/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/methods/abstractlbmethod.py (100%)
 rename {lbmpy => src/lbmpy}/methods/conservedquantitycomputation.py (100%)
 rename {lbmpy => src/lbmpy}/methods/creationfunctions.py (100%)
 rename {lbmpy => src/lbmpy}/methods/cumulantbased/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/methods/cumulantbased/cumulant_simplifications.py (100%)
 rename {lbmpy => src/lbmpy}/methods/cumulantbased/cumulantbasedmethod.py (100%)
 rename {lbmpy => src/lbmpy}/methods/cumulantbased/fourth_order_correction.py (100%)
 rename {lbmpy => src/lbmpy}/methods/cumulantbased/galilean_correction.py (100%)
 rename {lbmpy => src/lbmpy}/methods/default_moment_sets.py (100%)
 rename {lbmpy => src/lbmpy}/methods/momentbased/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/methods/momentbased/centralmomentbasedmethod.py (100%)
 rename {lbmpy => src/lbmpy}/methods/momentbased/entropic.py (100%)
 rename {lbmpy => src/lbmpy}/methods/momentbased/momentbasedmethod.py (100%)
 rename {lbmpy => src/lbmpy}/methods/momentbased/momentbasedsimplifications.py (100%)
 rename {lbmpy => src/lbmpy}/moment_transforms/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/moment_transforms/abstractmomenttransform.py (100%)
 rename {lbmpy => src/lbmpy}/moment_transforms/centralmomenttransforms.py (100%)
 rename {lbmpy => src/lbmpy}/moment_transforms/cumulanttransforms.py (100%)
 rename {lbmpy => src/lbmpy}/moment_transforms/rawmomenttransforms.py (100%)
 rename {lbmpy => src/lbmpy}/moments.py (100%)
 rename {lbmpy => src/lbmpy}/non_newtonian_models.py (100%)
 rename {lbmpy => src/lbmpy}/oldroydb.py (100%)
 rename {lbmpy => src/lbmpy}/parameterization.py (100%)
 rename {lbmpy => src/lbmpy}/partially_saturated_cells.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/analytical.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/cahn_hilliard_lbm.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/contact_angle_circle_fitting.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/eos.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/experiments1D.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/experiments2D.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/fd_stencils.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/high_density_ratio_model.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/kerneleqs.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/n_phase_boyer.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/nphase_nestler.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/phasefieldstep.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/phasefieldstep_direct.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/post_processing.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield/scenarios.py (100%)
 create mode 100644 src/lbmpy/phasefield/simplex_projection.c
 create mode 100755 src/lbmpy/phasefield/simplex_projection.cpython-311-darwin.so
 create mode 100755 src/lbmpy/phasefield/simplex_projection.cpython-39-darwin.so
 rename {lbmpy => src/lbmpy}/phasefield/simplex_projection.pyx (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/analytical.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/contact_angle.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/derivatives.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/kernel_equations.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/numerical_solver.py (100%)
 rename {lbmpy => src/lbmpy}/phasefield_allen_cahn/parameter_calculation.py (100%)
 rename {lbmpy => src/lbmpy}/plot.py (100%)
 rename {lbmpy => src/lbmpy}/postprocessing.py (100%)
 rename {lbmpy => src/lbmpy}/quadratic_equilibrium_construction.py (100%)
 rename {lbmpy => src/lbmpy}/relaxationrates.py (100%)
 rename {lbmpy => src/lbmpy}/scenarios.py (100%)
 rename {lbmpy => src/lbmpy}/session.py (100%)
 rename {lbmpy => src/lbmpy}/simplificationfactory.py (100%)
 rename {lbmpy => src/lbmpy}/sparse/__init__.py (100%)
 rename {lbmpy => src/lbmpy}/sparse/mapping.py (100%)
 rename {lbmpy => src/lbmpy}/sparse/update_rule_sparse.py (100%)
 rename {lbmpy => src/lbmpy}/stencils.py (100%)
 rename {lbmpy => src/lbmpy}/turbulence_models.py (100%)
 rename {lbmpy => src/lbmpy}/updatekernels.py (100%)
 rename {lbmpy => src/lbmpy}/utils.py (100%)
 create mode 100644 tests/__init__.py
 rename {lbmpy_tests => tests}/advanced_setups/Lees_Edwards_boundary_conditions.ipynb (100%)
 rename {lbmpy_tests => tests}/advanced_streaming/test_advanced_streaming_noslip.py (100%)
 rename {lbmpy_tests => tests}/advanced_streaming/test_communication.py (100%)
 rename {lbmpy_tests => tests}/advanced_streaming/test_fully_periodic_flow.py (100%)
 rename {lbmpy_tests => tests}/advanced_streaming/test_periodic_pipe_with_force.py (100%)
 rename {lbmpy_tests => tests}/benchmark/benchmark_evaluation.ipynb (100%)
 create mode 100644 tests/benchmark/db/config.json
 rename {lbmpy_tests => tests}/benchmark/evaluation.py (100%)
 rename {lbmpy_tests => tests}/benchmark/i10staff14_benchmark (100%)
 rename {lbmpy_tests => tests}/benchmark/test_benchmark.py (100%)
 rename {lbmpy_tests => tests}/cumulantmethod/test_equilibrium.py (100%)
 rename {lbmpy_tests => tests}/cumulantmethod/test_flow_around_sphere.py (100%)
 rename {lbmpy_tests => tests}/cumulantmethod/test_periodic_pipe_flow.ipynb (100%)
 rename {lbmpy_tests => tests}/full_scenarios/kida_vortex_flow/Evaluation.ipynb (100%)
 rename {lbmpy_tests => tests}/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py (100%)
 rename {lbmpy_tests => tests}/full_scenarios/phasefield_allen_cahn/phasefield-capillary-wave.ipynb (100%)
 rename {lbmpy_tests => tests}/full_scenarios/phasefield_allen_cahn/phasefield-gravity-wave.ipynb (100%)
 rename {lbmpy_tests => tests}/full_scenarios/rod/scenario_rod.py (100%)
 rename {lbmpy_tests => tests}/full_scenarios/schaefer_turek/scenario_schaefer_turek.py (100%)
 rename {lbmpy_tests => tests}/full_scenarios/shear_wave/Equilibrium Construction - ReducedStencils.ipynb (100%)
 rename {lbmpy_tests => tests}/full_scenarios/shear_wave/Evaluation.ipynb (100%)
 rename {lbmpy_tests => tests}/full_scenarios/shear_wave/scenario_shear_wave.py (100%)
 rename {lbmpy_tests => tests}/full_scenarios/square_channel/scenario_square_channel.py (100%)
 rename {lbmpy_tests => tests}/lattice_tensors.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_analytical_3phase_model.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_analytical_n_phase.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_analytical_n_phase_full.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_analytical_paper_comparison.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_entropic_model.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_eos.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_force_computation_equivalence.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_liquid_lens_angles.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_n_phase_boyer_analytical.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_n_phase_boyer_noncoupled.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_n_phase_paper_boyer_lbm.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_n_phase_penaltyterm_model.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_nestler_model.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_nphase_1D.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_nphase_2D.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_numerical_1D_3phase_model.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_numerical_1D_nphase_model.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_phase_field_scenarios.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_phasefield.py (100%)
 rename {lbmpy_tests => tests}/phasefield/test_phasefieldstep_direct.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield/test_phasefieldstep_direct_boyer.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield_allen_cahn/test_analytical.py (100%)
 rename {lbmpy_tests => tests}/phasefield_allen_cahn/test_contact_angle.py (100%)
 rename {lbmpy_tests => tests}/phasefield_allen_cahn/test_phase_field_derivatives.ipynb (100%)
 rename {lbmpy_tests => tests}/phasefield_allen_cahn/test_runge_kutta_solver.py (100%)
 rename {lbmpy_tests => tests}/poiseuille.py (62%)
 rename {lbmpy_tests => tests}/reference_files/ForceDrivenChannel_guo_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/ForceDrivenChannel_guo_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/ForceDrivenChannel_luo_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/ForceDrivenChannel_luo_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/ForceDrivenChannel_simple_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/ForceDrivenChannel_simple_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_MRT_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_SRT_guo_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_SRT_guo_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_SRT_luo_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_SRT_luo_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_SRT_simple_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_SRT_simple_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_TRT_luo_compressible.npz (100%)
 rename {lbmpy_tests => tests}/reference_files/LidDrivenCavity_TRT_luo_incompressible.npz (100%)
 rename {lbmpy_tests => tests}/shan_chen/test_shan_chen_two_component.py (100%)
 rename {lbmpy_tests => tests}/shan_chen/test_shan_chen_two_phase.py (100%)
 rename {lbmpy_tests => tests}/testImage.png (100%)
 rename {lbmpy_tests => tests}/test_boundary_handling.py (100%)
 rename {lbmpy_tests => tests}/test_builtin_periodicity.py (100%)
 rename {lbmpy_tests => tests}/test_central_moment.py (100%)
 rename {lbmpy_tests => tests}/test_central_moment_equivalences.py (100%)
 rename {lbmpy_tests => tests}/test_central_moment_transform.py (100%)
 rename {lbmpy_tests => tests}/test_chapman_enskog.py (100%)
 rename {lbmpy_tests => tests}/test_compiled_in_boundaries.ipynb (100%)
 rename {lbmpy_tests => tests}/test_conserved_quantity_relaxation_invariance.py (100%)
 rename {lbmpy_tests => tests}/test_cpu_gpu_equivalence.py (100%)
 rename {lbmpy_tests => tests}/test_cumulant_equivalences.py (100%)
 rename {lbmpy_tests => tests}/test_cumulant_methods.py (100%)
 rename {lbmpy_tests => tests}/test_cumulant_transform.py (100%)
 rename {lbmpy_tests => tests}/test_cumulants.py (100%)
 rename {lbmpy_tests => tests}/test_density_velocity_input.py (100%)
 rename {lbmpy_tests => tests}/test_diffusion.py (100%)
 rename {lbmpy_tests => tests}/test_entropic.py (100%)
 rename {lbmpy_tests => tests}/test_esotwist_visualization.ipynb (100%)
 rename {lbmpy_tests => tests}/test_extrapolation_outflow.py (100%)
 rename {lbmpy_tests => tests}/test_field_access_pattern_visualization.ipynb (100%)
 rename {lbmpy_tests => tests}/test_float_kernel.py (100%)
 rename {lbmpy_tests => tests}/test_fluctuating_lb.py (100%)
 rename {lbmpy_tests => tests}/test_force.py (100%)
 rename {lbmpy_tests => tests}/test_force_on_boundary.py (100%)
 rename {lbmpy_tests => tests}/test_free_slip.py (100%)
 rename {lbmpy_tests => tests}/test_geometry_setup_serial.py (100%)
 rename {lbmpy_tests => tests}/test_gpu_block_size_limiting.py (100%)
 rename {lbmpy_tests => tests}/test_html_output.py (100%)
 rename {lbmpy_tests => tests}/test_hydro_maxwellian_class.py (100%)
 rename {lbmpy_tests => tests}/test_json_serializer.py (100%)
 rename {lbmpy_tests => tests}/test_lbstep.py (100%)
 rename {lbmpy_tests => tests}/test_lees_edwards.py (100%)
 rename {lbmpy_tests => tests}/test_macroscopic_value_kernels.py (100%)
 rename {lbmpy_tests => tests}/test_maxwellian_equilibrium.py (100%)
 rename {lbmpy_tests => tests}/test_moment_transform_api.py (100%)
 rename {lbmpy_tests => tests}/test_momentbased_equivalences.py (100%)
 rename {lbmpy_tests => tests}/test_momentbased_methods_equilibrium.py (100%)
 rename {lbmpy_tests => tests}/test_moments.py (100%)
 rename {lbmpy_tests => tests}/test_mrt_simplifications.py (100%)
 rename {lbmpy_tests => tests}/test_oldroydb.py (100%)
 rename {lbmpy_tests => tests}/test_plot.py (100%)
 rename {lbmpy_tests => tests}/test_poisuille_channel.py (72%)
 rename {lbmpy_tests => tests}/test_postprocessing.py (100%)
 rename {lbmpy_tests => tests}/test_quicktests.py (91%)
 rename {lbmpy_tests => tests}/test_relaxation_rate.py (100%)
 rename {lbmpy_tests => tests}/test_scaling_widget.py (100%)
 rename {lbmpy_tests => tests}/test_shear_flow.py (100%)
 rename {lbmpy_tests => tests}/test_shifted_transforms.py (100%)
 rename {lbmpy_tests => tests}/test_simple_equilibrium_conservation.py (100%)
 rename {lbmpy_tests => tests}/test_smagorinsky.py (100%)
 rename {lbmpy_tests => tests}/test_sparse_lbm.ipynb (100%)
 rename {lbmpy_tests => tests}/test_split_optimization.py (100%)
 rename {lbmpy_tests => tests}/test_srt_trt_simplifications.py (100%)
 rename {lbmpy_tests => tests}/test_stencils.py (100%)
 rename {lbmpy_tests => tests}/test_stokes_setup.ipynb (100%)
 rename {lbmpy_tests => tests}/test_update_kernel.py (100%)
 rename {lbmpy_tests => tests}/test_vectorization.py (100%)
 rename {lbmpy_tests => tests}/test_version_string.py (100%)
 rename {lbmpy_tests => tests}/test_weights.py (100%)
 rename {lbmpy_tests => tests}/test_zero_centering.py (100%)

diff --git a/.flake8 b/.flake8
index 4ce483e2..2b844f90 100644
--- a/.flake8
+++ b/.flake8
@@ -1,5 +1,5 @@
 [flake8]
 max-line-length=120
-exclude=lbmpy/plot.py
-        lbmpy/session.py
+exclude=src/lbmpy/plot.py
+        src/lbmpy/session.py
 ignore = W293 W503 W291 C901 E741
diff --git a/.gitignore b/.gitignore
index 369c5215..72ba2d07 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,12 +1,12 @@
 __pycache__
 .ipynb_checkpoints
-.coverage
+.coverage*
 *.pyc
 *.vti
 /build
 /html_doc
 /dist
-/*.egg-info
+*.egg-info
 .cache
 _build
 /.idea
@@ -15,15 +15,15 @@ _local_tmp
 **/pylintrc
 *.bak
 *.tmp
-/lbmpy_tests/db
+/tests/db
 doc/bibtex.json
 /db
-/lbmpy/phasefield/simplex_projection.*.so
-/lbmpy/phasefield/simplex_projection.c
+/src/lbmpy/phasefield/simplex_projection.*.so
+/src/lbmpy/phasefield/simplex_projection.c
 
 # macOS
 **/.DS_Store
 *.uuid
 
 # benchmark database
-/lbmpy_tests/benchmark/db
\ No newline at end of file
+/tests/benchmark/db
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e25c6fbd..2f3a30b2 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -68,6 +68,7 @@ minimal-conda:
   image: i10git.cs.fau.de:5005/pycodegen/pycodegen/minimal_conda
   script:
     - pip install git+https://gitlab-ci-token:${CI_JOB_TOKEN}@i10git.cs.fau.de/pycodegen/pystencils.git@master#egg=pystencils
+    - pip install -e .
     - python quicktest.py
   tags:
     - docker
@@ -80,7 +81,7 @@ flake8-lint:
       - $ENABLE_NIGHTLY_BUILDS
   image: i10git.cs.fau.de:5005/pycodegen/pycodegen/full
   script:
-    - flake8 lbmpy
+    - flake8 src/lbmpy
   tags:
     - docker
     - cuda11
@@ -136,6 +137,8 @@ minimal-sympy-master:
     variables:
       - $ENABLE_NIGHTLY_BUILDS
   image: i10git.cs.fau.de:5005/pycodegen/pycodegen/minimal_conda
+  before_script:
+    - pip install -e .
   script:
     - pip install git+https://gitlab-ci-token:${CI_JOB_TOKEN}@i10git.cs.fau.de/pycodegen/pystencils.git@master#egg=pystencils
     - python -m pip install --upgrade git+https://github.com/sympy/sympy.git
@@ -212,6 +215,8 @@ pycodegen-integration:
 build-documentation:
   stage: test
   image: i10git.cs.fau.de:5005/pycodegen/pycodegen/documentation
+  before_script:
+    - pip install -e .
   script:
     - export PYTHONPATH=`pwd`
     - pip install git+https://gitlab-ci-token:${CI_JOB_TOKEN}@i10git.cs.fau.de/pycodegen/pystencils.git@master#egg=pystencils
diff --git a/conftest.py b/conftest.py
index ebd72bdc..3280b6b3 100644
--- a/conftest.py
+++ b/conftest.py
@@ -42,36 +42,35 @@ def add_path_to_ignore(path):
 
 collect_ignore = [os.path.join(SCRIPT_FOLDER, "doc", "conf.py"),
                   os.path.join(SCRIPT_FOLDER, "doc", "img", "mb_discretization", "maxwell_boltzmann_stencil_plot.py")]
-add_path_to_ignore('pystencils_tests/benchmark')
 add_path_to_ignore('_local_tmp')
 
 try:
     import cupy
 except ImportError:
-    collect_ignore += [os.path.join(SCRIPT_FOLDER, "lbmpy_tests/test_cpu_gpu_equivalence.py")]
+    collect_ignore += [os.path.join(SCRIPT_FOLDER, "tests/test_cpu_gpu_equivalence.py")]
 
 try:
     import waLBerla
 except ImportError:
-    collect_ignore += [os.path.join(SCRIPT_FOLDER, "lbmpy_tests/test_datahandling_parallel.py")]
+    collect_ignore += [os.path.join(SCRIPT_FOLDER, "tests/test_datahandling_parallel.py")]
 
 try:
     import blitzdb
 except ImportError:
-    collect_ignore += [os.path.join(SCRIPT_FOLDER, "lbmpy_tests/benchmark"),
+    collect_ignore += [os.path.join(SCRIPT_FOLDER, "tests/benchmark"),
                        os.path.join(SCRIPT_FOLDER,
-                                    "lbmpy_tests/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py"),
-                       os.path.join(SCRIPT_FOLDER, "lbmpy_tests/full_scenarios/shear_wave/scenario_shear_wave.py"),
-                       os.path.join(SCRIPT_FOLDER, "lbmpy_tests/test_json_serializer.py"),
-                       os.path.join(SCRIPT_FOLDER, "lbmpy/db.py")]
+                                    "tests/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py"),
+                       os.path.join(SCRIPT_FOLDER, "tests/full_scenarios/shear_wave/scenario_shear_wave.py"),
+                       os.path.join(SCRIPT_FOLDER, "tests/test_json_serializer.py"),
+                       os.path.join(SCRIPT_FOLDER, "src/lbmpy/db.py")]
 
 if platform.system().lower() == 'windows':
-    collect_ignore += [os.path.join(SCRIPT_FOLDER, "lbmpy_tests/test_quicktests.py")]
+    collect_ignore += [os.path.join(SCRIPT_FOLDER, "tests/test_quicktests.py")]
 
 sver = sympy.__version__.split(".")
 if int(sver[0]) == 1 and int(sver[1]) < 2:
-    add_path_to_ignore('lbmpy_tests/phasefield')
-    collect_ignore += [os.path.join(SCRIPT_FOLDER, "lbmpy_tests/test_n_phase_boyer_noncoupled.ipynb")]
+    add_path_to_ignore('tests/phasefield')
+    collect_ignore += [os.path.join(SCRIPT_FOLDER, "tests/test_n_phase_boyer_noncoupled.ipynb")]
 
 collect_ignore += [os.path.join(SCRIPT_FOLDER, 'setup.py')]
 
diff --git a/pyproject.toml b/pyproject.toml
index fca4285a..ff820364 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,7 +77,7 @@ build-backend = "setuptools.build_meta"
 [tool.setuptools.package-data]
 
 [tool.setuptools.packages.find]
-where = ["."]
+where = ["src"]
 include = ["lbmpy", "lbmpy.*"]
 namespaces = false
 
diff --git a/pytest.ini b/pytest.ini
index cd60af2d..2eb41007 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -1,10 +1,12 @@
 [pytest]
+testpaths = src tests doc/notebooks
+pythonpath = src
 python_files = test_*.py *_test.py scenario_*.py
 norecursedirs = *.egg-info .git .cache .ipynb_checkpoints htmlcov
 addopts = --doctest-modules --durations=20  --cov-config pytest.ini
 markers =
        longrun: tests only run at night since they have large execution time
-       notebook: jupyter notebooks
+       notebook: mark for notebooks
 # these warnings all come from third party libraries.
 filterwarnings =
        ignore:the imp module is deprecated in favour of importlib:DeprecationWarning
@@ -14,15 +16,16 @@ filterwarnings =
 
 [run]
 branch = True
-source = lbmpy
-         lbmpy_tests
+source = src/lbmpy
+         tests
 
 omit = doc/*
-       lbmpy_tests/*
+       tests/*
        setup.py
        conftest.py
        versioneer.py
-       lbmpy/_version.py
+       src/lbmpy/_version.py
+       venv/
 
 [report]
 exclude_lines =
@@ -35,6 +38,7 @@ exclude_lines =
        # Don't complain if tests don't hit defensive assertion code:
        raise AssertionError
        raise NotImplementedError
+       NotImplementedError()
        #raise ValueError
 
        # Don't complain if non-runnable code isn't run:
diff --git a/quicktest.py b/quicktest.py
index 76daf8b4..1e31185b 100644
--- a/quicktest.py
+++ b/quicktest.py
@@ -2,7 +2,7 @@
 
 from contextlib import redirect_stdout
 import io
-from lbmpy_tests.test_quicktests import (
+from tests.test_quicktests import (
     test_poiseuille_channel_quicktest,
     test_entropic_methods,
     test_cumulant_ldc
diff --git a/lbmpy/__init__.py b/src/lbmpy/__init__.py
similarity index 100%
rename from lbmpy/__init__.py
rename to src/lbmpy/__init__.py
diff --git a/lbmpy/_version.py b/src/lbmpy/_version.py
similarity index 100%
rename from lbmpy/_version.py
rename to src/lbmpy/_version.py
diff --git a/lbmpy/advanced_streaming/__init__.py b/src/lbmpy/advanced_streaming/__init__.py
similarity index 100%
rename from lbmpy/advanced_streaming/__init__.py
rename to src/lbmpy/advanced_streaming/__init__.py
diff --git a/lbmpy/advanced_streaming/communication.py b/src/lbmpy/advanced_streaming/communication.py
similarity index 100%
rename from lbmpy/advanced_streaming/communication.py
rename to src/lbmpy/advanced_streaming/communication.py
diff --git a/lbmpy/advanced_streaming/indexing.py b/src/lbmpy/advanced_streaming/indexing.py
similarity index 100%
rename from lbmpy/advanced_streaming/indexing.py
rename to src/lbmpy/advanced_streaming/indexing.py
diff --git a/lbmpy/advanced_streaming/utility.py b/src/lbmpy/advanced_streaming/utility.py
similarity index 100%
rename from lbmpy/advanced_streaming/utility.py
rename to src/lbmpy/advanced_streaming/utility.py
diff --git a/src/lbmpy/analytical_solutions.py b/src/lbmpy/analytical_solutions.py
new file mode 100644
index 00000000..93014ec0
--- /dev/null
+++ b/src/lbmpy/analytical_solutions.py
@@ -0,0 +1,20 @@
+from typing import Union
+from numpy.typing import NDArray
+
+
+def poiseuille_flow(middle_distance: Union[float, NDArray], height,
+                    ext_force_density: float, dyn_visc: float) -> Union[float, NDArray]:
+    """
+    Analytical solution for plane Poiseuille flow.
+
+    Args:
+        middle_distance: Distance to the middle plane of the channel.
+        height: Distance between the boundaries.
+        ext_force_density: Force density on the fluid normal to the boundaries.
+        dyn_visc: dyn_visc
+
+    Returns:
+        A numpy array of the poiseuille profile if middle_distance is given as array otherwise of velocity of
+        the position given with middle_distance
+    """
+    return ext_force_density * 1. / (2 * dyn_visc) * (height**2.0 / 4.0 - middle_distance**2.0)
diff --git a/lbmpy/boundaries/__init__.py b/src/lbmpy/boundaries/__init__.py
similarity index 100%
rename from lbmpy/boundaries/__init__.py
rename to src/lbmpy/boundaries/__init__.py
diff --git a/lbmpy/boundaries/boundaries_in_kernel.py b/src/lbmpy/boundaries/boundaries_in_kernel.py
similarity index 100%
rename from lbmpy/boundaries/boundaries_in_kernel.py
rename to src/lbmpy/boundaries/boundaries_in_kernel.py
diff --git a/lbmpy/boundaries/boundaryconditions.py b/src/lbmpy/boundaries/boundaryconditions.py
similarity index 100%
rename from lbmpy/boundaries/boundaryconditions.py
rename to src/lbmpy/boundaries/boundaryconditions.py
diff --git a/lbmpy/boundaries/boundaryhandling.py b/src/lbmpy/boundaries/boundaryhandling.py
similarity index 100%
rename from lbmpy/boundaries/boundaryhandling.py
rename to src/lbmpy/boundaries/boundaryhandling.py
diff --git a/lbmpy/chapman_enskog/__init__.py b/src/lbmpy/chapman_enskog/__init__.py
similarity index 100%
rename from lbmpy/chapman_enskog/__init__.py
rename to src/lbmpy/chapman_enskog/__init__.py
diff --git a/lbmpy/chapman_enskog/chapman_enskog.py b/src/lbmpy/chapman_enskog/chapman_enskog.py
similarity index 100%
rename from lbmpy/chapman_enskog/chapman_enskog.py
rename to src/lbmpy/chapman_enskog/chapman_enskog.py
diff --git a/lbmpy/chapman_enskog/chapman_enskog_higher_order.py b/src/lbmpy/chapman_enskog/chapman_enskog_higher_order.py
similarity index 100%
rename from lbmpy/chapman_enskog/chapman_enskog_higher_order.py
rename to src/lbmpy/chapman_enskog/chapman_enskog_higher_order.py
diff --git a/lbmpy/chapman_enskog/chapman_enskog_steady_state.py b/src/lbmpy/chapman_enskog/chapman_enskog_steady_state.py
similarity index 100%
rename from lbmpy/chapman_enskog/chapman_enskog_steady_state.py
rename to src/lbmpy/chapman_enskog/chapman_enskog_steady_state.py
diff --git a/lbmpy/chapman_enskog/derivative.py b/src/lbmpy/chapman_enskog/derivative.py
similarity index 100%
rename from lbmpy/chapman_enskog/derivative.py
rename to src/lbmpy/chapman_enskog/derivative.py
diff --git a/lbmpy/continuous_distribution_measures.py b/src/lbmpy/continuous_distribution_measures.py
similarity index 100%
rename from lbmpy/continuous_distribution_measures.py
rename to src/lbmpy/continuous_distribution_measures.py
diff --git a/lbmpy/creationfunctions.py b/src/lbmpy/creationfunctions.py
similarity index 100%
rename from lbmpy/creationfunctions.py
rename to src/lbmpy/creationfunctions.py
diff --git a/lbmpy/cumulants.py b/src/lbmpy/cumulants.py
similarity index 100%
rename from lbmpy/cumulants.py
rename to src/lbmpy/cumulants.py
diff --git a/lbmpy/custom_code_nodes.py b/src/lbmpy/custom_code_nodes.py
similarity index 100%
rename from lbmpy/custom_code_nodes.py
rename to src/lbmpy/custom_code_nodes.py
diff --git a/lbmpy/db.py b/src/lbmpy/db.py
similarity index 100%
rename from lbmpy/db.py
rename to src/lbmpy/db.py
diff --git a/lbmpy/enums.py b/src/lbmpy/enums.py
similarity index 100%
rename from lbmpy/enums.py
rename to src/lbmpy/enums.py
diff --git a/lbmpy/equilibrium/__init__.py b/src/lbmpy/equilibrium/__init__.py
similarity index 100%
rename from lbmpy/equilibrium/__init__.py
rename to src/lbmpy/equilibrium/__init__.py
diff --git a/lbmpy/equilibrium/abstract_equilibrium.py b/src/lbmpy/equilibrium/abstract_equilibrium.py
similarity index 100%
rename from lbmpy/equilibrium/abstract_equilibrium.py
rename to src/lbmpy/equilibrium/abstract_equilibrium.py
diff --git a/lbmpy/equilibrium/continuous_hydro_maxwellian.py b/src/lbmpy/equilibrium/continuous_hydro_maxwellian.py
similarity index 100%
rename from lbmpy/equilibrium/continuous_hydro_maxwellian.py
rename to src/lbmpy/equilibrium/continuous_hydro_maxwellian.py
diff --git a/lbmpy/equilibrium/discrete_hydro_maxwellian.py b/src/lbmpy/equilibrium/discrete_hydro_maxwellian.py
similarity index 100%
rename from lbmpy/equilibrium/discrete_hydro_maxwellian.py
rename to src/lbmpy/equilibrium/discrete_hydro_maxwellian.py
diff --git a/lbmpy/equilibrium/generic_discrete_equilibrium.py b/src/lbmpy/equilibrium/generic_discrete_equilibrium.py
similarity index 100%
rename from lbmpy/equilibrium/generic_discrete_equilibrium.py
rename to src/lbmpy/equilibrium/generic_discrete_equilibrium.py
diff --git a/lbmpy/fieldaccess.py b/src/lbmpy/fieldaccess.py
similarity index 100%
rename from lbmpy/fieldaccess.py
rename to src/lbmpy/fieldaccess.py
diff --git a/lbmpy/fluctuatinglb.py b/src/lbmpy/fluctuatinglb.py
similarity index 100%
rename from lbmpy/fluctuatinglb.py
rename to src/lbmpy/fluctuatinglb.py
diff --git a/lbmpy/forcemodels.py b/src/lbmpy/forcemodels.py
similarity index 100%
rename from lbmpy/forcemodels.py
rename to src/lbmpy/forcemodels.py
diff --git a/lbmpy/geometry.py b/src/lbmpy/geometry.py
similarity index 100%
rename from lbmpy/geometry.py
rename to src/lbmpy/geometry.py
diff --git a/lbmpy/innerloopsplit.py b/src/lbmpy/innerloopsplit.py
similarity index 100%
rename from lbmpy/innerloopsplit.py
rename to src/lbmpy/innerloopsplit.py
diff --git a/lbmpy/lbstep.py b/src/lbmpy/lbstep.py
similarity index 100%
rename from lbmpy/lbstep.py
rename to src/lbmpy/lbstep.py
diff --git a/lbmpy/macroscopic_value_kernels.py b/src/lbmpy/macroscopic_value_kernels.py
similarity index 100%
rename from lbmpy/macroscopic_value_kernels.py
rename to src/lbmpy/macroscopic_value_kernels.py
diff --git a/lbmpy/max_domain_size_info.py b/src/lbmpy/max_domain_size_info.py
similarity index 100%
rename from lbmpy/max_domain_size_info.py
rename to src/lbmpy/max_domain_size_info.py
diff --git a/lbmpy/maxwellian_equilibrium.py b/src/lbmpy/maxwellian_equilibrium.py
similarity index 100%
rename from lbmpy/maxwellian_equilibrium.py
rename to src/lbmpy/maxwellian_equilibrium.py
diff --git a/lbmpy/methods/__init__.py b/src/lbmpy/methods/__init__.py
similarity index 100%
rename from lbmpy/methods/__init__.py
rename to src/lbmpy/methods/__init__.py
diff --git a/lbmpy/methods/abstractlbmethod.py b/src/lbmpy/methods/abstractlbmethod.py
similarity index 100%
rename from lbmpy/methods/abstractlbmethod.py
rename to src/lbmpy/methods/abstractlbmethod.py
diff --git a/lbmpy/methods/conservedquantitycomputation.py b/src/lbmpy/methods/conservedquantitycomputation.py
similarity index 100%
rename from lbmpy/methods/conservedquantitycomputation.py
rename to src/lbmpy/methods/conservedquantitycomputation.py
diff --git a/lbmpy/methods/creationfunctions.py b/src/lbmpy/methods/creationfunctions.py
similarity index 100%
rename from lbmpy/methods/creationfunctions.py
rename to src/lbmpy/methods/creationfunctions.py
diff --git a/lbmpy/methods/cumulantbased/__init__.py b/src/lbmpy/methods/cumulantbased/__init__.py
similarity index 100%
rename from lbmpy/methods/cumulantbased/__init__.py
rename to src/lbmpy/methods/cumulantbased/__init__.py
diff --git a/lbmpy/methods/cumulantbased/cumulant_simplifications.py b/src/lbmpy/methods/cumulantbased/cumulant_simplifications.py
similarity index 100%
rename from lbmpy/methods/cumulantbased/cumulant_simplifications.py
rename to src/lbmpy/methods/cumulantbased/cumulant_simplifications.py
diff --git a/lbmpy/methods/cumulantbased/cumulantbasedmethod.py b/src/lbmpy/methods/cumulantbased/cumulantbasedmethod.py
similarity index 100%
rename from lbmpy/methods/cumulantbased/cumulantbasedmethod.py
rename to src/lbmpy/methods/cumulantbased/cumulantbasedmethod.py
diff --git a/lbmpy/methods/cumulantbased/fourth_order_correction.py b/src/lbmpy/methods/cumulantbased/fourth_order_correction.py
similarity index 100%
rename from lbmpy/methods/cumulantbased/fourth_order_correction.py
rename to src/lbmpy/methods/cumulantbased/fourth_order_correction.py
diff --git a/lbmpy/methods/cumulantbased/galilean_correction.py b/src/lbmpy/methods/cumulantbased/galilean_correction.py
similarity index 100%
rename from lbmpy/methods/cumulantbased/galilean_correction.py
rename to src/lbmpy/methods/cumulantbased/galilean_correction.py
diff --git a/lbmpy/methods/default_moment_sets.py b/src/lbmpy/methods/default_moment_sets.py
similarity index 100%
rename from lbmpy/methods/default_moment_sets.py
rename to src/lbmpy/methods/default_moment_sets.py
diff --git a/lbmpy/methods/momentbased/__init__.py b/src/lbmpy/methods/momentbased/__init__.py
similarity index 100%
rename from lbmpy/methods/momentbased/__init__.py
rename to src/lbmpy/methods/momentbased/__init__.py
diff --git a/lbmpy/methods/momentbased/centralmomentbasedmethod.py b/src/lbmpy/methods/momentbased/centralmomentbasedmethod.py
similarity index 100%
rename from lbmpy/methods/momentbased/centralmomentbasedmethod.py
rename to src/lbmpy/methods/momentbased/centralmomentbasedmethod.py
diff --git a/lbmpy/methods/momentbased/entropic.py b/src/lbmpy/methods/momentbased/entropic.py
similarity index 100%
rename from lbmpy/methods/momentbased/entropic.py
rename to src/lbmpy/methods/momentbased/entropic.py
diff --git a/lbmpy/methods/momentbased/momentbasedmethod.py b/src/lbmpy/methods/momentbased/momentbasedmethod.py
similarity index 100%
rename from lbmpy/methods/momentbased/momentbasedmethod.py
rename to src/lbmpy/methods/momentbased/momentbasedmethod.py
diff --git a/lbmpy/methods/momentbased/momentbasedsimplifications.py b/src/lbmpy/methods/momentbased/momentbasedsimplifications.py
similarity index 100%
rename from lbmpy/methods/momentbased/momentbasedsimplifications.py
rename to src/lbmpy/methods/momentbased/momentbasedsimplifications.py
diff --git a/lbmpy/moment_transforms/__init__.py b/src/lbmpy/moment_transforms/__init__.py
similarity index 100%
rename from lbmpy/moment_transforms/__init__.py
rename to src/lbmpy/moment_transforms/__init__.py
diff --git a/lbmpy/moment_transforms/abstractmomenttransform.py b/src/lbmpy/moment_transforms/abstractmomenttransform.py
similarity index 100%
rename from lbmpy/moment_transforms/abstractmomenttransform.py
rename to src/lbmpy/moment_transforms/abstractmomenttransform.py
diff --git a/lbmpy/moment_transforms/centralmomenttransforms.py b/src/lbmpy/moment_transforms/centralmomenttransforms.py
similarity index 100%
rename from lbmpy/moment_transforms/centralmomenttransforms.py
rename to src/lbmpy/moment_transforms/centralmomenttransforms.py
diff --git a/lbmpy/moment_transforms/cumulanttransforms.py b/src/lbmpy/moment_transforms/cumulanttransforms.py
similarity index 100%
rename from lbmpy/moment_transforms/cumulanttransforms.py
rename to src/lbmpy/moment_transforms/cumulanttransforms.py
diff --git a/lbmpy/moment_transforms/rawmomenttransforms.py b/src/lbmpy/moment_transforms/rawmomenttransforms.py
similarity index 100%
rename from lbmpy/moment_transforms/rawmomenttransforms.py
rename to src/lbmpy/moment_transforms/rawmomenttransforms.py
diff --git a/lbmpy/moments.py b/src/lbmpy/moments.py
similarity index 100%
rename from lbmpy/moments.py
rename to src/lbmpy/moments.py
diff --git a/lbmpy/non_newtonian_models.py b/src/lbmpy/non_newtonian_models.py
similarity index 100%
rename from lbmpy/non_newtonian_models.py
rename to src/lbmpy/non_newtonian_models.py
diff --git a/lbmpy/oldroydb.py b/src/lbmpy/oldroydb.py
similarity index 100%
rename from lbmpy/oldroydb.py
rename to src/lbmpy/oldroydb.py
diff --git a/lbmpy/parameterization.py b/src/lbmpy/parameterization.py
similarity index 100%
rename from lbmpy/parameterization.py
rename to src/lbmpy/parameterization.py
diff --git a/lbmpy/partially_saturated_cells.py b/src/lbmpy/partially_saturated_cells.py
similarity index 100%
rename from lbmpy/partially_saturated_cells.py
rename to src/lbmpy/partially_saturated_cells.py
diff --git a/lbmpy/phasefield/__init__.py b/src/lbmpy/phasefield/__init__.py
similarity index 100%
rename from lbmpy/phasefield/__init__.py
rename to src/lbmpy/phasefield/__init__.py
diff --git a/lbmpy/phasefield/analytical.py b/src/lbmpy/phasefield/analytical.py
similarity index 100%
rename from lbmpy/phasefield/analytical.py
rename to src/lbmpy/phasefield/analytical.py
diff --git a/lbmpy/phasefield/cahn_hilliard_lbm.py b/src/lbmpy/phasefield/cahn_hilliard_lbm.py
similarity index 100%
rename from lbmpy/phasefield/cahn_hilliard_lbm.py
rename to src/lbmpy/phasefield/cahn_hilliard_lbm.py
diff --git a/lbmpy/phasefield/contact_angle_circle_fitting.py b/src/lbmpy/phasefield/contact_angle_circle_fitting.py
similarity index 100%
rename from lbmpy/phasefield/contact_angle_circle_fitting.py
rename to src/lbmpy/phasefield/contact_angle_circle_fitting.py
diff --git a/lbmpy/phasefield/eos.py b/src/lbmpy/phasefield/eos.py
similarity index 100%
rename from lbmpy/phasefield/eos.py
rename to src/lbmpy/phasefield/eos.py
diff --git a/lbmpy/phasefield/experiments1D.py b/src/lbmpy/phasefield/experiments1D.py
similarity index 100%
rename from lbmpy/phasefield/experiments1D.py
rename to src/lbmpy/phasefield/experiments1D.py
diff --git a/lbmpy/phasefield/experiments2D.py b/src/lbmpy/phasefield/experiments2D.py
similarity index 100%
rename from lbmpy/phasefield/experiments2D.py
rename to src/lbmpy/phasefield/experiments2D.py
diff --git a/lbmpy/phasefield/fd_stencils.py b/src/lbmpy/phasefield/fd_stencils.py
similarity index 100%
rename from lbmpy/phasefield/fd_stencils.py
rename to src/lbmpy/phasefield/fd_stencils.py
diff --git a/lbmpy/phasefield/high_density_ratio_model.py b/src/lbmpy/phasefield/high_density_ratio_model.py
similarity index 100%
rename from lbmpy/phasefield/high_density_ratio_model.py
rename to src/lbmpy/phasefield/high_density_ratio_model.py
diff --git a/lbmpy/phasefield/kerneleqs.py b/src/lbmpy/phasefield/kerneleqs.py
similarity index 100%
rename from lbmpy/phasefield/kerneleqs.py
rename to src/lbmpy/phasefield/kerneleqs.py
diff --git a/lbmpy/phasefield/n_phase_boyer.py b/src/lbmpy/phasefield/n_phase_boyer.py
similarity index 100%
rename from lbmpy/phasefield/n_phase_boyer.py
rename to src/lbmpy/phasefield/n_phase_boyer.py
diff --git a/lbmpy/phasefield/nphase_nestler.py b/src/lbmpy/phasefield/nphase_nestler.py
similarity index 100%
rename from lbmpy/phasefield/nphase_nestler.py
rename to src/lbmpy/phasefield/nphase_nestler.py
diff --git a/lbmpy/phasefield/phasefieldstep.py b/src/lbmpy/phasefield/phasefieldstep.py
similarity index 100%
rename from lbmpy/phasefield/phasefieldstep.py
rename to src/lbmpy/phasefield/phasefieldstep.py
diff --git a/lbmpy/phasefield/phasefieldstep_direct.py b/src/lbmpy/phasefield/phasefieldstep_direct.py
similarity index 100%
rename from lbmpy/phasefield/phasefieldstep_direct.py
rename to src/lbmpy/phasefield/phasefieldstep_direct.py
diff --git a/lbmpy/phasefield/post_processing.py b/src/lbmpy/phasefield/post_processing.py
similarity index 100%
rename from lbmpy/phasefield/post_processing.py
rename to src/lbmpy/phasefield/post_processing.py
diff --git a/lbmpy/phasefield/scenarios.py b/src/lbmpy/phasefield/scenarios.py
similarity index 100%
rename from lbmpy/phasefield/scenarios.py
rename to src/lbmpy/phasefield/scenarios.py
diff --git a/src/lbmpy/phasefield/simplex_projection.c b/src/lbmpy/phasefield/simplex_projection.c
new file mode 100644
index 00000000..9675abde
--- /dev/null
+++ b/src/lbmpy/phasefield/simplex_projection.c
@@ -0,0 +1,7569 @@
+/* Generated by Cython 3.0.0 */
+
+/* BEGIN: Cython Metadata
+{
+    "distutils": {
+        "name": "lbmpy.phasefield.simplex_projection",
+        "sources": [
+            "lbmpy/phasefield/simplex_projection.pyx"
+        ]
+    },
+    "module_name": "lbmpy.phasefield.simplex_projection"
+}
+END: Cython Metadata */
+
+#ifndef PY_SSIZE_T_CLEAN
+#define PY_SSIZE_T_CLEAN
+#endif /* PY_SSIZE_T_CLEAN */
+#if defined(CYTHON_LIMITED_API) && 0
+  #ifndef Py_LIMITED_API
+    #if CYTHON_LIMITED_API+0 > 0x03030000
+      #define Py_LIMITED_API CYTHON_LIMITED_API
+    #else
+      #define Py_LIMITED_API 0x03030000
+    #endif
+  #endif
+#endif
+
+#include "Python.h"
+#ifndef Py_PYTHON_H
+    #error Python headers needed to compile C extensions, please install development version of Python.
+#elif PY_VERSION_HEX < 0x02070000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
+    #error Cython requires Python 2.7+ or Python 3.3+.
+#else
+#define CYTHON_ABI "3_0_0"
+#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
+#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."
+#define CYTHON_HEX_VERSION 0x030000F0
+#define CYTHON_FUTURE_DIVISION 1
+#include <stddef.h>
+#ifndef offsetof
+  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+#if !defined(_WIN32) && !defined(WIN32) && !defined(MS_WINDOWS)
+  #ifndef __stdcall
+    #define __stdcall
+  #endif
+  #ifndef __cdecl
+    #define __cdecl
+  #endif
+  #ifndef __fastcall
+    #define __fastcall
+  #endif
+#endif
+#ifndef DL_IMPORT
+  #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+  #define DL_EXPORT(t) t
+#endif
+#define __PYX_COMMA ,
+#ifndef HAVE_LONG_LONG
+  #define HAVE_LONG_LONG
+#endif
+#ifndef PY_LONG_LONG
+  #define PY_LONG_LONG LONG_LONG
+#endif
+#ifndef Py_HUGE_VAL
+  #define Py_HUGE_VAL HUGE_VAL
+#endif
+#if defined(GRAALVM_PYTHON)
+  /* For very preliminary testing purposes. Most variables are set the same as PyPy.
+     The existence of this section does not imply that anything works or is even tested */
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_LIMITED_API 0
+  #define CYTHON_COMPILING_IN_GRAAL 1
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #undef CYTHON_USE_TYPE_SLOTS
+  #define CYTHON_USE_TYPE_SLOTS 0
+  #undef CYTHON_USE_TYPE_SPECS
+  #define CYTHON_USE_TYPE_SPECS 0
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #if PY_VERSION_HEX < 0x03050000
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_INTERNALS
+  #define CYTHON_USE_UNICODE_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #undef CYTHON_AVOID_BORROWED_REFS
+  #define CYTHON_AVOID_BORROWED_REFS 1
+  #undef CYTHON_ASSUME_SAFE_MACROS
+  #define CYTHON_ASSUME_SAFE_MACROS 0
+  #undef CYTHON_UNPACK_METHODS
+  #define CYTHON_UNPACK_METHODS 0
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_GIL
+  #define CYTHON_FAST_GIL 0
+  #undef CYTHON_METH_FASTCALL
+  #define CYTHON_METH_FASTCALL 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP487_INIT_SUBCLASS
+    #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
+  #endif
+  #undef CYTHON_PEP489_MULTI_PHASE_INIT
+  #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #undef CYTHON_USE_MODULE_STATE
+  #define CYTHON_USE_MODULE_STATE 0
+  #undef CYTHON_USE_TP_FINALIZE
+  #define CYTHON_USE_TP_FINALIZE 0
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
+#elif defined(PYPY_VERSION)
+  #define CYTHON_COMPILING_IN_PYPY 1
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_LIMITED_API 0
+  #define CYTHON_COMPILING_IN_GRAAL 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #undef CYTHON_USE_TYPE_SLOTS
+  #define CYTHON_USE_TYPE_SLOTS 0
+  #undef CYTHON_USE_TYPE_SPECS
+  #define CYTHON_USE_TYPE_SPECS 0
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #if PY_VERSION_HEX < 0x03050000
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_INTERNALS
+  #define CYTHON_USE_UNICODE_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #undef CYTHON_AVOID_BORROWED_REFS
+  #define CYTHON_AVOID_BORROWED_REFS 1
+  #undef CYTHON_ASSUME_SAFE_MACROS
+  #define CYTHON_ASSUME_SAFE_MACROS 0
+  #undef CYTHON_UNPACK_METHODS
+  #define CYTHON_UNPACK_METHODS 0
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_GIL
+  #define CYTHON_FAST_GIL 0
+  #undef CYTHON_METH_FASTCALL
+  #define CYTHON_METH_FASTCALL 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP487_INIT_SUBCLASS
+    #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
+  #endif
+  #if PY_VERSION_HEX < 0x03090000
+    #undef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
+  #undef CYTHON_USE_MODULE_STATE
+  #define CYTHON_USE_MODULE_STATE 0
+  #undef CYTHON_USE_TP_FINALIZE
+  #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1 && PYPY_VERSION_NUM >= 0x07030C00)
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
+#elif defined(CYTHON_LIMITED_API)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_LIMITED_API 1
+  #define CYTHON_COMPILING_IN_GRAAL 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #undef CYTHON_CLINE_IN_TRACEBACK
+  #define CYTHON_CLINE_IN_TRACEBACK 0
+  #undef CYTHON_USE_TYPE_SLOTS
+  #define CYTHON_USE_TYPE_SLOTS 0
+  #undef CYTHON_USE_TYPE_SPECS
+  #define CYTHON_USE_TYPE_SPECS 1
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #undef CYTHON_USE_ASYNC_SLOTS
+  #define CYTHON_USE_ASYNC_SLOTS 0
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_INTERNALS
+  #define CYTHON_USE_UNICODE_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_WRITER
+    #define CYTHON_USE_UNICODE_WRITER 0
+  #endif
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #undef CYTHON_ASSUME_SAFE_MACROS
+  #define CYTHON_ASSUME_SAFE_MACROS 0
+  #undef CYTHON_UNPACK_METHODS
+  #define CYTHON_UNPACK_METHODS 0
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_GIL
+  #define CYTHON_FAST_GIL 0
+  #undef CYTHON_METH_FASTCALL
+  #define CYTHON_METH_FASTCALL 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP487_INIT_SUBCLASS
+    #define CYTHON_PEP487_INIT_SUBCLASS 1
+  #endif
+  #undef CYTHON_PEP489_MULTI_PHASE_INIT
+  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #undef CYTHON_USE_MODULE_STATE
+  #define CYTHON_USE_MODULE_STATE 1
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE 1
+  #endif
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
+#elif defined(PY_NOGIL)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_LIMITED_API 0
+  #define CYTHON_COMPILING_IN_GRAAL 0
+  #define CYTHON_COMPILING_IN_NOGIL 1
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #ifndef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE 1
+  #endif
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+#else
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_CPYTHON 1
+  #define CYTHON_COMPILING_IN_LIMITED_API 0
+  #define CYTHON_COMPILING_IN_GRAAL 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #ifndef CYTHON_USE_TYPE_SPECS
+    #define CYTHON_USE_TYPE_SPECS 0
+  #endif
+  #ifndef CYTHON_USE_PYTYPE_LOOKUP
+    #define CYTHON_USE_PYTYPE_LOOKUP 1
+  #endif
+  #if PY_MAJOR_VERSION < 3
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #ifndef CYTHON_USE_PYLONG_INTERNALS
+    #define CYTHON_USE_PYLONG_INTERNALS 1
+  #endif
+  #ifndef CYTHON_USE_PYLIST_INTERNALS
+    #define CYTHON_USE_PYLIST_INTERNALS 1
+  #endif
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
+    #undef CYTHON_USE_UNICODE_WRITER
+    #define CYTHON_USE_UNICODE_WRITER 0
+  #elif !defined(CYTHON_USE_UNICODE_WRITER)
+    #define CYTHON_USE_UNICODE_WRITER 1
+  #endif
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #ifndef CYTHON_FAST_THREAD_STATE
+    #define CYTHON_FAST_THREAD_STATE 1
+  #endif
+  #ifndef CYTHON_FAST_GIL
+    #define CYTHON_FAST_GIL (PY_MAJOR_VERSION < 3 || PY_VERSION_HEX >= 0x03060000 && PY_VERSION_HEX < 0x030C00A6)
+  #endif
+  #ifndef CYTHON_METH_FASTCALL
+    #define CYTHON_METH_FASTCALL (PY_VERSION_HEX >= 0x030700A1)
+  #endif
+  #ifndef CYTHON_FAST_PYCALL
+    #define CYTHON_FAST_PYCALL 1
+  #endif
+  #ifndef CYTHON_PEP487_INIT_SUBCLASS
+    #define CYTHON_PEP487_INIT_SUBCLASS 1
+  #endif
+  #if PY_VERSION_HEX < 0x03050000
+    #undef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
+  #ifndef CYTHON_USE_MODULE_STATE
+    #define CYTHON_USE_MODULE_STATE 0
+  #endif
+  #if PY_VERSION_HEX < 0x030400a1
+    #undef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE 0
+  #elif !defined(CYTHON_USE_TP_FINALIZE)
+    #define CYTHON_USE_TP_FINALIZE 1
+  #endif
+  #if PY_VERSION_HEX < 0x030600B1
+    #undef CYTHON_USE_DICT_VERSIONS
+    #define CYTHON_USE_DICT_VERSIONS 0
+  #elif !defined(CYTHON_USE_DICT_VERSIONS)
+    #define CYTHON_USE_DICT_VERSIONS  (PY_VERSION_HEX < 0x030C00A5)
+  #endif
+  #if PY_VERSION_HEX < 0x030700A3
+    #undef CYTHON_USE_EXC_INFO_STACK
+    #define CYTHON_USE_EXC_INFO_STACK 0
+  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
+    #define CYTHON_USE_EXC_INFO_STACK 1
+  #endif
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+  #endif
+#endif
+#if !defined(CYTHON_FAST_PYCCALL)
+#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
+#endif
+#if !defined(CYTHON_VECTORCALL)
+#define CYTHON_VECTORCALL  (CYTHON_FAST_PYCCALL && PY_VERSION_HEX >= 0x030800B1)
+#endif
+#define CYTHON_BACKPORT_VECTORCALL (CYTHON_METH_FASTCALL && PY_VERSION_HEX < 0x030800B1)
+#if CYTHON_USE_PYLONG_INTERNALS
+  #if PY_MAJOR_VERSION < 3
+    #include "longintrepr.h"
+  #endif
+  #undef SHIFT
+  #undef BASE
+  #undef MASK
+  #ifdef SIZEOF_VOID_P
+    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
+  #endif
+#endif
+#ifndef __has_attribute
+  #define __has_attribute(x) 0
+#endif
+#ifndef __has_cpp_attribute
+  #define __has_cpp_attribute(x) 0
+#endif
+#ifndef CYTHON_RESTRICT
+  #if defined(__GNUC__)
+    #define CYTHON_RESTRICT __restrict__
+  #elif defined(_MSC_VER) && _MSC_VER >= 1400
+    #define CYTHON_RESTRICT __restrict
+  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define CYTHON_RESTRICT restrict
+  #else
+    #define CYTHON_RESTRICT
+  #endif
+#endif
+#ifndef CYTHON_UNUSED
+  #if defined(__cplusplus)
+    /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17
+     * but leads to warnings with -pedantic, since it is a C++17 feature */
+    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
+      #if __has_cpp_attribute(maybe_unused)
+        #define CYTHON_UNUSED [[maybe_unused]]
+      #endif
+    #endif
+  #endif
+#endif
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+#     define CYTHON_UNUSED __attribute__ ((__unused__))
+#   else
+#     define CYTHON_UNUSED
+#   endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+#   define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+#   define CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_UNUSED_VAR
+#  if defined(__cplusplus)
+     template<class T> void CYTHON_UNUSED_VAR( const T& ) { }
+#  else
+#    define CYTHON_UNUSED_VAR(x) (void)(x)
+#  endif
+#endif
+#ifndef CYTHON_MAYBE_UNUSED_VAR
+  #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x)
+#endif
+#ifndef CYTHON_NCP_UNUSED
+# if CYTHON_COMPILING_IN_CPYTHON
+#  define CYTHON_NCP_UNUSED
+# else
+#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
+# endif
+#endif
+#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
+#ifdef _MSC_VER
+    #ifndef _MSC_STDINT_H_
+        #if _MSC_VER < 1300
+            typedef unsigned char     uint8_t;
+            typedef unsigned short    uint16_t;
+            typedef unsigned int      uint32_t;
+        #else
+            typedef unsigned __int8   uint8_t;
+            typedef unsigned __int16  uint16_t;
+            typedef unsigned __int32  uint32_t;
+        #endif
+    #endif
+    #if _MSC_VER < 1300
+        #ifdef _WIN64
+            typedef unsigned long long  __pyx_uintptr_t;
+        #else
+            typedef unsigned int        __pyx_uintptr_t;
+        #endif
+    #else
+        #ifdef _WIN64
+            typedef unsigned __int64    __pyx_uintptr_t;
+        #else
+            typedef unsigned __int32    __pyx_uintptr_t;
+        #endif
+    #endif
+#else
+    #include <stdint.h>
+    typedef uintptr_t  __pyx_uintptr_t;
+#endif
+#ifndef CYTHON_FALLTHROUGH
+  #if defined(__cplusplus)
+    /* for clang __has_cpp_attribute(fallthrough) is true even before C++17
+     * but leads to warnings with -pedantic, since it is a C++17 feature */
+    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
+      #if __has_cpp_attribute(fallthrough)
+        #define CYTHON_FALLTHROUGH [[fallthrough]]
+      #endif
+    #endif
+    #ifndef CYTHON_FALLTHROUGH
+      #if __has_cpp_attribute(clang::fallthrough)
+        #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
+      #elif __has_cpp_attribute(gnu::fallthrough)
+        #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
+      #endif
+    #endif
+  #endif
+  #ifndef CYTHON_FALLTHROUGH
+    #if __has_attribute(fallthrough)
+      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
+    #else
+      #define CYTHON_FALLTHROUGH
+    #endif
+  #endif
+  #if defined(__clang__) && defined(__apple_build_version__)
+    #if __apple_build_version__ < 7000000
+      #undef  CYTHON_FALLTHROUGH
+      #define CYTHON_FALLTHROUGH
+    #endif
+  #endif
+#endif
+#ifdef __cplusplus
+  template <typename T>
+  struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);};
+  #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL<type>::value)
+#else
+  #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
+#endif
+#if CYTHON_COMPILING_IN_PYPY == 1
+  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x030A0000)
+#else
+  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000)
+#endif
+#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))
+
+#ifndef CYTHON_INLINE
+  #if defined(__clang__)
+    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
+  #elif defined(__GNUC__)
+    #define CYTHON_INLINE __inline__
+  #elif defined(_MSC_VER)
+    #define CYTHON_INLINE __inline
+  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define CYTHON_INLINE inline
+  #else
+    #define CYTHON_INLINE
+  #endif
+#endif
+
+#define __PYX_BUILD_PY_SSIZE_T "n"
+#define CYTHON_FORMAT_SSIZE_T "z"
+#if PY_MAJOR_VERSION < 3
+  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
+  #define __Pyx_DefaultClassType PyClass_Type
+  #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
+  #define __Pyx_DefaultClassType PyType_Type
+#if PY_VERSION_HEX >= 0x030B00A1
+    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
+                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+                                                    PyObject *fv, PyObject *cell, PyObject* fn,
+                                                    PyObject *name, int fline, PyObject *lnos) {
+        PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
+        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *empty=NULL;
+        const char *fn_cstr=NULL;
+        const char *name_cstr=NULL;
+        PyCodeObject *co=NULL, *result=NULL;
+        PyObject *type, *value, *traceback;
+        PyErr_Fetch(&type, &value, &traceback);
+        if (!(kwds=PyDict_New())) goto end;
+        if (!(argcount=PyLong_FromLong(a))) goto end;
+        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
+        if (!(posonlyargcount=PyLong_FromLong(p))) goto end;
+        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
+        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
+        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
+        if (!(nlocals=PyLong_FromLong(l))) goto end;
+        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
+        if (!(stacksize=PyLong_FromLong(s))) goto end;
+        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
+        if (!(flags=PyLong_FromLong(f))) goto end;
+        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
+        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
+        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
+        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
+        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto end;
+        if (!(empty = PyTuple_New(0))) goto end;
+        result = (PyCodeObject*) PyObject_Call(replace, empty, kwds);
+    end:
+        Py_XDECREF((PyObject*) co);
+        Py_XDECREF(kwds);
+        Py_XDECREF(argcount);
+        Py_XDECREF(posonlyargcount);
+        Py_XDECREF(kwonlyargcount);
+        Py_XDECREF(nlocals);
+        Py_XDECREF(stacksize);
+        Py_XDECREF(replace);
+        Py_XDECREF(empty);
+        if (type) {
+            PyErr_Restore(type, value, traceback);
+        }
+        return result;
+    }
+#elif PY_VERSION_HEX >= 0x030800B2 && !CYTHON_COMPILING_IN_PYPY
+  #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+  #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#endif
+#endif
+#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
+  #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
+#else
+  #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
+  #define __Pyx_Py_Is(x, y)  Py_Is(x, y)
+#else
+  #define __Pyx_Py_Is(x, y) ((x) == (y))
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
+  #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
+#else
+  #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
+  #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
+#else
+  #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
+  #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
+#else
+  #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
+#endif
+#define __Pyx_NoneAsNull(obj)  (__Pyx_Py_IsNone(obj) ? NULL : (obj))
+#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
+  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
+#else
+  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
+#endif
+#ifndef CO_COROUTINE
+  #define CO_COROUTINE 0x80
+#endif
+#ifndef CO_ASYNC_GENERATOR
+  #define CO_ASYNC_GENERATOR 0x200
+#endif
+#ifndef Py_TPFLAGS_CHECKTYPES
+  #define Py_TPFLAGS_CHECKTYPES 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_INDEX
+  #define Py_TPFLAGS_HAVE_INDEX 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
+  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_FINALIZE
+  #define Py_TPFLAGS_HAVE_FINALIZE 0
+#endif
+#ifndef Py_TPFLAGS_SEQUENCE
+  #define Py_TPFLAGS_SEQUENCE 0
+#endif
+#ifndef Py_TPFLAGS_MAPPING
+  #define Py_TPFLAGS_MAPPING 0
+#endif
+#ifndef METH_STACKLESS
+  #define METH_STACKLESS 0
+#endif
+#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
+  #ifndef METH_FASTCALL
+     #define METH_FASTCALL 0x80
+  #endif
+  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
+  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
+                                                          Py_ssize_t nargs, PyObject *kwnames);
+#else
+  #define __Pyx_PyCFunctionFast _PyCFunctionFast
+  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
+#endif
+#if CYTHON_METH_FASTCALL
+  #define __Pyx_METH_FASTCALL METH_FASTCALL
+  #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
+  #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
+#else
+  #define __Pyx_METH_FASTCALL METH_VARARGS
+  #define __Pyx_PyCFunction_FastCall PyCFunction
+  #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
+#endif
+#if CYTHON_VECTORCALL
+  #define __pyx_vectorcallfunc vectorcallfunc
+  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  PY_VECTORCALL_ARGUMENTS_OFFSET
+  #define __Pyx_PyVectorcall_NARGS(n)  PyVectorcall_NARGS((size_t)(n))
+#elif CYTHON_BACKPORT_VECTORCALL
+  typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
+                                            size_t nargsf, PyObject *kwnames);
+  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  ((size_t)1 << (8 * sizeof(size_t) - 1))
+  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
+#else
+  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  0
+  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(n))
+#endif
+#if PY_VERSION_HEX < 0x030900B1
+  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  ((void)m, PyType_FromSpecWithBases(s, b))
+  typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
+#else
+  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  PyType_FromModuleAndSpec(m, s, b)
+  #define __Pyx_PyCMethod  PyCMethod
+#endif
+#ifndef METH_METHOD
+  #define METH_METHOD 0x200
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
+  #define PyObject_Malloc(s)   PyMem_Malloc(s)
+  #define PyObject_Free(p)     PyMem_Free(p)
+  #define PyObject_Realloc(p)  PyMem_Realloc(p)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
+  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)
+#else
+  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
+  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+  #define __Pyx_PyThreadState_Current PyThreadState_Get()
+#elif !CYTHON_FAST_THREAD_STATE
+  #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#elif PY_VERSION_HEX >= 0x03060000
+  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
+#elif PY_VERSION_HEX >= 0x03000000
+  #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#else
+  #define __Pyx_PyThreadState_Current _PyThreadState_Current
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+static CYTHON_INLINE void *__Pyx_PyModule_GetState(PyObject *op)
+{
+    void *result;
+    result = PyModule_GetState(op);
+    if (!result)
+        Py_FatalError("Couldn't find the module state");
+    return result;
+}
+#endif
+#define __Pyx_PyObject_GetSlot(obj, name, func_ctype)  __Pyx_PyType_GetSlot(Py_TYPE(obj), name, func_ctype)
+#if CYTHON_COMPILING_IN_LIMITED_API
+  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((func_ctype) PyType_GetSlot((type), Py_##name))
+#else
+  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((type)->name)
+#endif
+#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
+#include "pythread.h"
+#define Py_tss_NEEDS_INIT 0
+typedef int Py_tss_t;
+static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
+  *key = PyThread_create_key();
+  return 0;
+}
+static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
+  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
+  *key = Py_tss_NEEDS_INIT;
+  return key;
+}
+static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
+  PyObject_Free(key);
+}
+static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
+  return *key != Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
+  PyThread_delete_key(*key);
+  *key = Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
+  return PyThread_set_key_value(*key, value);
+}
+static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
+  return PyThread_get_key_value(*key);
+}
+#endif
+#if PY_MAJOR_VERSION < 3
+    #if CYTHON_COMPILING_IN_PYPY
+        #if PYPY_VERSION_NUM < 0x07030600
+            #if defined(__cplusplus) && __cplusplus >= 201402L
+                [[deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")]]
+            #elif defined(__GNUC__) || defined(__clang__)
+                __attribute__ ((__deprecated__("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")))
+            #elif defined(_MSC_VER)
+                __declspec(deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6"))
+            #endif
+            static CYTHON_INLINE int PyGILState_Check(void) {
+                return 0;
+            }
+        #else  // PYPY_VERSION_NUM < 0x07030600
+        #endif  // PYPY_VERSION_NUM < 0x07030600
+    #else
+        static CYTHON_INLINE int PyGILState_Check(void) {
+            PyThreadState * tstate = _PyThreadState_Current;
+            return tstate && (tstate == PyGILState_GetThisThreadState());
+        }
+    #endif
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
+#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
+#else
+#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
+#endif
+#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
+  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
+  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
+#else
+  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
+  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX > 0x030600B4 && CYTHON_USE_UNICODE_INTERNALS
+#define __Pyx_PyDict_GetItemStrWithError(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
+static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) {
+    PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name);
+    if (res == NULL) PyErr_Clear();
+    return res;
+}
+#elif PY_MAJOR_VERSION >= 3 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000)
+#define __Pyx_PyDict_GetItemStrWithError  PyDict_GetItemWithError
+#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
+#else
+static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) {
+#if CYTHON_COMPILING_IN_PYPY
+    return PyDict_GetItem(dict, name);
+#else
+    PyDictEntry *ep;
+    PyDictObject *mp = (PyDictObject*) dict;
+    long hash = ((PyStringObject *) name)->ob_shash;
+    assert(hash != -1);
+    ep = (mp->ma_lookup)(mp, name, hash);
+    if (ep == NULL) {
+        return NULL;
+    }
+    return ep->me_value;
+#endif
+}
+#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
+#endif
+#if CYTHON_USE_TYPE_SLOTS
+  #define __Pyx_PyType_GetFlags(tp)   (((PyTypeObject *)tp)->tp_flags)
+  #define __Pyx_PyType_HasFeature(type, feature)  ((__Pyx_PyType_GetFlags(type) & (feature)) != 0)
+  #define __Pyx_PyObject_GetIterNextFunc(obj)  (Py_TYPE(obj)->tp_iternext)
+#else
+  #define __Pyx_PyType_GetFlags(tp)   (PyType_GetFlags((PyTypeObject *)tp))
+  #define __Pyx_PyType_HasFeature(type, feature)  PyType_HasFeature(type, feature)
+  #define __Pyx_PyObject_GetIterNextFunc(obj)  PyIter_Next
+#endif
+#if CYTHON_USE_TYPE_SPECS && PY_VERSION_HEX >= 0x03080000
+#define __Pyx_PyHeapTypeObject_GC_Del(obj)  {\
+    PyTypeObject *type = Py_TYPE(obj);\
+    assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
+    PyObject_GC_Del(obj);\
+    Py_DECREF(type);\
+}
+#else
+#define __Pyx_PyHeapTypeObject_GC_Del(obj)  PyObject_GC_Del(obj)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+  #define CYTHON_PEP393_ENABLED 1
+  #define __Pyx_PyUnicode_READY(op)       (0)
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GetLength(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i)
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((void)u, 1114111U)
+  #define __Pyx_PyUnicode_KIND(u)         ((void)u, (0))
+  #define __Pyx_PyUnicode_DATA(u)         ((void*)u)
+  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)k, PyUnicode_ReadChar((PyObject*)(d), i))
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GetLength(u))
+#elif PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
+  #define CYTHON_PEP393_ENABLED 1
+  #if PY_VERSION_HEX >= 0x030C0000
+    #define __Pyx_PyUnicode_READY(op)       (0)
+  #else
+    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
+                                                0 : _PyUnicode_Ready((PyObject *)(op)))
+  #endif
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
+  #define __Pyx_PyUnicode_KIND(u)         ((int)PyUnicode_KIND(u))
+  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
+  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
+  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, (Py_UCS4) ch)
+  #if PY_VERSION_HEX >= 0x030C0000
+    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
+  #else
+    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
+    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+    #else
+    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
+    #endif
+  #endif
+#else
+  #define CYTHON_PEP393_ENABLED 0
+  #define PyUnicode_1BYTE_KIND  1
+  #define PyUnicode_2BYTE_KIND  2
+  #define PyUnicode_4BYTE_KIND  4
+  #define __Pyx_PyUnicode_READY(op)       (0)
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535U : 1114111U)
+  #define __Pyx_PyUnicode_KIND(u)         ((int)sizeof(Py_UNICODE))
+  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
+  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
+  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = (Py_UNICODE) ch)
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
+  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
+#else
+  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
+  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
+      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+  #if !defined(PyUnicode_DecodeUnicodeEscape)
+    #define PyUnicode_DecodeUnicodeEscape(s, size, errors)  PyUnicode_Decode(s, size, "unicode_escape", errors)
+  #endif
+  #if !defined(PyUnicode_Contains) || (PY_MAJOR_VERSION == 2 && PYPY_VERSION_NUM < 0x07030500)
+    #undef PyUnicode_Contains
+    #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
+  #endif
+  #if !defined(PyByteArray_Check)
+    #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
+  #endif
+  #if !defined(PyObject_Format)
+    #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
+  #endif
+#endif
+#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
+#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
+#else
+  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
+#endif
+#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
+  #define PyObject_ASCII(o)            PyObject_Repr(o)
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyBaseString_Type            PyUnicode_Type
+  #define PyStringObject               PyUnicodeObject
+  #define PyString_Type                PyUnicode_Type
+  #define PyString_Check               PyUnicode_Check
+  #define PyString_CheckExact          PyUnicode_CheckExact
+#ifndef PyObject_Unicode
+  #define PyObject_Unicode             PyObject_Str
+#endif
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
+  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
+#else
+  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
+  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+  #define __Pyx_PySequence_ListKeepNew(obj)\
+    (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj))
+#else
+  #define __Pyx_PySequence_ListKeepNew(obj)  PySequence_List(obj)
+#endif
+#ifndef PySet_CheckExact
+  #define PySet_CheckExact(obj)        __Pyx_IS_TYPE(obj, &PySet_Type)
+#endif
+#if PY_VERSION_HEX >= 0x030900A4
+  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
+  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
+#else
+  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
+  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
+#endif
+#if CYTHON_ASSUME_SAFE_MACROS
+  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
+#else
+  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyIntObject                  PyLongObject
+  #define PyInt_Type                   PyLong_Type
+  #define PyInt_Check(op)              PyLong_Check(op)
+  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
+  #define __Pyx_Py3Int_Check(op)       PyLong_Check(op)
+  #define __Pyx_Py3Int_CheckExact(op)  PyLong_CheckExact(op)
+  #define PyInt_FromString             PyLong_FromString
+  #define PyInt_FromUnicode            PyLong_FromUnicode
+  #define PyInt_FromLong               PyLong_FromLong
+  #define PyInt_FromSize_t             PyLong_FromSize_t
+  #define PyInt_FromSsize_t            PyLong_FromSsize_t
+  #define PyInt_AsLong                 PyLong_AsLong
+  #define PyInt_AS_LONG                PyLong_AS_LONG
+  #define PyInt_AsSsize_t              PyLong_AsSsize_t
+  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
+  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
+  #define PyNumber_Int                 PyNumber_Long
+#else
+  #define __Pyx_Py3Int_Check(op)       (PyLong_Check(op) || PyInt_Check(op))
+  #define __Pyx_Py3Int_CheckExact(op)  (PyLong_CheckExact(op) || PyInt_CheckExact(op))
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyBoolObject                 PyLongObject
+#endif
+#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
+  #ifndef PyUnicode_InternFromString
+    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
+  #endif
+#endif
+#if PY_VERSION_HEX < 0x030200A4
+  typedef long Py_hash_t;
+  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
+#else
+  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
+#endif
+#if CYTHON_USE_ASYNC_SLOTS
+  #if PY_VERSION_HEX >= 0x030500B1
+    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
+    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
+  #else
+    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
+  #endif
+#else
+  #define __Pyx_PyType_AsAsync(obj) NULL
+#endif
+#ifndef __Pyx_PyAsyncMethodsStruct
+    typedef struct {
+        unaryfunc am_await;
+        unaryfunc am_aiter;
+        unaryfunc am_anext;
+    } __Pyx_PyAsyncMethodsStruct;
+#endif
+
+#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
+  #if !defined(_USE_MATH_DEFINES)
+    #define _USE_MATH_DEFINES
+  #endif
+#endif
+#include <math.h>
+#ifdef NAN
+#define __PYX_NAN() ((float) NAN)
+#else
+static CYTHON_INLINE float __PYX_NAN() {
+  float value;
+  memset(&value, 0xFF, sizeof(value));
+  return value;
+}
+#endif
+#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
+#define __Pyx_truncl trunc
+#else
+#define __Pyx_truncl truncl
+#endif
+
+#define __PYX_MARK_ERR_POS(f_index, lineno) \
+    { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
+#define __PYX_ERR(f_index, lineno, Ln_error) \
+    { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
+
+#ifdef CYTHON_EXTERN_C
+    #undef __PYX_EXTERN_C
+    #define __PYX_EXTERN_C CYTHON_EXTERN_C
+#elif defined(__PYX_EXTERN_C)
+    #ifdef _MSC_VER
+    #pragma message ("Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.")
+    #else
+    #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.
+    #endif
+#else
+  #ifdef __cplusplus
+    #define __PYX_EXTERN_C extern "C"
+  #else
+    #define __PYX_EXTERN_C extern
+  #endif
+#endif
+
+#define __PYX_HAVE__lbmpy__phasefield__simplex_projection
+#define __PYX_HAVE_API__lbmpy__phasefield__simplex_projection
+/* Early includes */
+#ifdef _OPENMP
+#include <omp.h>
+#endif /* _OPENMP */
+
+#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
+                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
+
+#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
+#define __PYX_DEFAULT_STRING_ENCODING ""
+#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
+#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#define __Pyx_uchar_cast(c) ((unsigned char)c)
+#define __Pyx_long_cast(x) ((long)x)
+#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
+    (sizeof(type) < sizeof(Py_ssize_t))  ||\
+    (sizeof(type) > sizeof(Py_ssize_t) &&\
+          likely(v < (type)PY_SSIZE_T_MAX ||\
+                 v == (type)PY_SSIZE_T_MAX)  &&\
+          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
+                                v == (type)PY_SSIZE_T_MIN)))  ||\
+    (sizeof(type) == sizeof(Py_ssize_t) &&\
+          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
+                               v == (type)PY_SSIZE_T_MAX)))  )
+static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
+    return (size_t) i < (size_t) limit;
+}
+#if defined (__cplusplus) && __cplusplus >= 201103L
+    #include <cstdlib>
+    #define __Pyx_sst_abs(value) std::abs(value)
+#elif SIZEOF_INT >= SIZEOF_SIZE_T
+    #define __Pyx_sst_abs(value) abs(value)
+#elif SIZEOF_LONG >= SIZEOF_SIZE_T
+    #define __Pyx_sst_abs(value) labs(value)
+#elif defined (_MSC_VER)
+    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
+#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define __Pyx_sst_abs(value) llabs(value)
+#elif defined (__GNUC__)
+    #define __Pyx_sst_abs(value) __builtin_llabs(value)
+#else
+    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
+#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
+#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
+#define __Pyx_PyBytes_FromString        PyBytes_FromString
+#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
+#if PY_MAJOR_VERSION < 3
+    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
+    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#else
+    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
+    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
+#endif
+#define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyObject_AsWritableString(s)    ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
+#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
+#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
+#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
+#if CYTHON_COMPILING_IN_LIMITED_API
+static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const wchar_t *u)
+{
+    const wchar_t *u_end = u;
+    while (*u_end++) ;
+    return (size_t)(u_end - u - 1);
+}
+#else
+static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
+{
+    const Py_UNICODE *u_end = u;
+    while (*u_end++) ;
+    return (size_t)(u_end - u - 1);
+}
+#endif
+#define __Pyx_PyUnicode_FromOrdinal(o)       PyUnicode_FromOrdinal((int)o)
+#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
+#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
+#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
+#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
+#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
+#define __Pyx_PySequence_Tuple(obj)\
+    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
+#if CYTHON_ASSUME_SAFE_MACROS
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
+#else
+#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
+#endif
+#if CYTHON_USE_PYLONG_INTERNALS
+  #if PY_VERSION_HEX >= 0x030C00A7
+  #ifndef _PyLong_SIGN_MASK
+    #define _PyLong_SIGN_MASK 3
+  #endif
+  #ifndef _PyLong_NON_SIZE_BITS
+    #define _PyLong_NON_SIZE_BITS 3
+  #endif
+  #define __Pyx_PyLong_Sign(x)  (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
+  #define __Pyx_PyLong_IsNeg(x)  ((__Pyx_PyLong_Sign(x) & 2) != 0)
+  #define __Pyx_PyLong_IsNonNeg(x)  (!__Pyx_PyLong_IsNeg(x))
+  #define __Pyx_PyLong_IsZero(x)  (__Pyx_PyLong_Sign(x) & 1)
+  #define __Pyx_PyLong_IsPos(x)  (__Pyx_PyLong_Sign(x) == 0)
+  #define __Pyx_PyLong_CompactValueUnsigned(x)  (__Pyx_PyLong_Digits(x)[0])
+  #define __Pyx_PyLong_DigitCount(x)  ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
+  #define __Pyx_PyLong_SignedDigitCount(x)\
+        ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
+  #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
+    #define __Pyx_PyLong_IsCompact(x)     PyUnstable_Long_IsCompact((PyLongObject*) x)
+    #define __Pyx_PyLong_CompactValue(x)  PyUnstable_Long_CompactValue((PyLongObject*) x)
+  #else
+    #define __Pyx_PyLong_IsCompact(x)     (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
+    #define __Pyx_PyLong_CompactValue(x)  ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
+  #endif
+  typedef Py_ssize_t  __Pyx_compact_pylong;
+  typedef size_t  __Pyx_compact_upylong;
+  #else  // Py < 3.12
+  #define __Pyx_PyLong_IsNeg(x)  (Py_SIZE(x) < 0)
+  #define __Pyx_PyLong_IsNonNeg(x)  (Py_SIZE(x) >= 0)
+  #define __Pyx_PyLong_IsZero(x)  (Py_SIZE(x) == 0)
+  #define __Pyx_PyLong_IsPos(x)  (Py_SIZE(x) > 0)
+  #define __Pyx_PyLong_CompactValueUnsigned(x)  ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
+  #define __Pyx_PyLong_DigitCount(x)  __Pyx_sst_abs(Py_SIZE(x))
+  #define __Pyx_PyLong_SignedDigitCount(x)  Py_SIZE(x)
+  #define __Pyx_PyLong_IsCompact(x)  (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
+  #define __Pyx_PyLong_CompactValue(x)\
+        ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0]))
+  typedef sdigit  __Pyx_compact_pylong;
+  typedef digit  __Pyx_compact_upylong;
+  #endif
+  #if PY_VERSION_HEX >= 0x030C00A5
+  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->long_value.ob_digit)
+  #else
+  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->ob_digit)
+  #endif
+#endif
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+static int __Pyx_sys_getdefaultencoding_not_ascii;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+    PyObject* sys;
+    PyObject* default_encoding = NULL;
+    PyObject* ascii_chars_u = NULL;
+    PyObject* ascii_chars_b = NULL;
+    const char* default_encoding_c;
+    sys = PyImport_ImportModule("sys");
+    if (!sys) goto bad;
+    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
+    Py_DECREF(sys);
+    if (!default_encoding) goto bad;
+    default_encoding_c = PyBytes_AsString(default_encoding);
+    if (!default_encoding_c) goto bad;
+    if (strcmp(default_encoding_c, "ascii") == 0) {
+        __Pyx_sys_getdefaultencoding_not_ascii = 0;
+    } else {
+        char ascii_chars[128];
+        int c;
+        for (c = 0; c < 128; c++) {
+            ascii_chars[c] = (char) c;
+        }
+        __Pyx_sys_getdefaultencoding_not_ascii = 1;
+        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
+        if (!ascii_chars_u) goto bad;
+        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
+        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
+            PyErr_Format(
+                PyExc_ValueError,
+                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
+                default_encoding_c);
+            goto bad;
+        }
+        Py_DECREF(ascii_chars_u);
+        Py_DECREF(ascii_chars_b);
+    }
+    Py_DECREF(default_encoding);
+    return 0;
+bad:
+    Py_XDECREF(default_encoding);
+    Py_XDECREF(ascii_chars_u);
+    Py_XDECREF(ascii_chars_b);
+    return -1;
+}
+#endif
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
+#else
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+static char* __PYX_DEFAULT_STRING_ENCODING;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+    PyObject* sys;
+    PyObject* default_encoding = NULL;
+    char* default_encoding_c;
+    sys = PyImport_ImportModule("sys");
+    if (!sys) goto bad;
+    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+    Py_DECREF(sys);
+    if (!default_encoding) goto bad;
+    default_encoding_c = PyBytes_AsString(default_encoding);
+    if (!default_encoding_c) goto bad;
+    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
+    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
+    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
+    Py_DECREF(default_encoding);
+    return 0;
+bad:
+    Py_XDECREF(default_encoding);
+    return -1;
+}
+#endif
+#endif
+
+
+/* Test for GCC > 2.95 */
+#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
+  #define likely(x)   __builtin_expect(!!(x), 1)
+  #define unlikely(x) __builtin_expect(!!(x), 0)
+#else /* !__GNUC__ or GCC < 2.95 */
+  #define likely(x)   (x)
+  #define unlikely(x) (x)
+#endif /* __GNUC__ */
+static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
+
+#if !CYTHON_USE_MODULE_STATE
+static PyObject *__pyx_m = NULL;
+#endif
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm = __FILE__;
+static const char *__pyx_filename;
+
+/* #### Code section: filename_table ### */
+
+static const char *__pyx_f[] = {
+  "lbmpy/phasefield/simplex_projection.pyx",
+};
+/* #### Code section: utility_code_proto_before_types ### */
+/* BufferFormatStructs.proto */
+struct __Pyx_StructField_;
+#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
+typedef struct {
+  const char* name;
+  struct __Pyx_StructField_* fields;
+  size_t size;
+  size_t arraysize[8];
+  int ndim;
+  char typegroup;
+  char is_unsigned;
+  int flags;
+} __Pyx_TypeInfo;
+typedef struct __Pyx_StructField_ {
+  __Pyx_TypeInfo* type;
+  const char* name;
+  size_t offset;
+} __Pyx_StructField;
+typedef struct {
+  __Pyx_StructField* field;
+  size_t parent_offset;
+} __Pyx_BufFmt_StackElem;
+typedef struct {
+  __Pyx_StructField root;
+  __Pyx_BufFmt_StackElem* head;
+  size_t fmt_offset;
+  size_t new_count, enc_count;
+  size_t struct_alignment;
+  int is_complex;
+  char enc_type;
+  char new_packmode;
+  char enc_packmode;
+  char is_valid_array;
+} __Pyx_BufFmt_Context;
+
+/* #### Code section: numeric_typedefs ### */
+/* #### Code section: complex_type_declarations ### */
+/* #### Code section: type_declarations ### */
+
+/*--- Type declarations ---*/
+/* #### Code section: utility_code_proto ### */
+
+/* --- Runtime support code (head) --- */
+/* Refnanny.proto */
+#ifndef CYTHON_REFNANNY
+  #define CYTHON_REFNANNY 0
+#endif
+#if CYTHON_REFNANNY
+  typedef struct {
+    void (*INCREF)(void*, PyObject*, Py_ssize_t);
+    void (*DECREF)(void*, PyObject*, Py_ssize_t);
+    void (*GOTREF)(void*, PyObject*, Py_ssize_t);
+    void (*GIVEREF)(void*, PyObject*, Py_ssize_t);
+    void* (*SetupContext)(const char*, Py_ssize_t, const char*);
+    void (*FinishContext)(void**);
+  } __Pyx_RefNannyAPIStruct;
+  static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
+  static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
+  #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
+#ifdef WITH_THREAD
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
+          if (acquire_gil) {\
+              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
+              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), (__LINE__), (__FILE__));\
+              PyGILState_Release(__pyx_gilstate_save);\
+          } else {\
+              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), (__LINE__), (__FILE__));\
+          }
+  #define __Pyx_RefNannyFinishContextNogil() {\
+              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
+              __Pyx_RefNannyFinishContext();\
+              PyGILState_Release(__pyx_gilstate_save);\
+          }
+#else
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
+          __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), (__LINE__), (__FILE__))
+  #define __Pyx_RefNannyFinishContextNogil() __Pyx_RefNannyFinishContext()
+#endif
+  #define __Pyx_RefNannyFinishContextNogil() {\
+              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
+              __Pyx_RefNannyFinishContext();\
+              PyGILState_Release(__pyx_gilstate_save);\
+          }
+  #define __Pyx_RefNannyFinishContext()\
+          __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
+  #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+  #define __Pyx_XINCREF(r)  do { if((r) == NULL); else {__Pyx_INCREF(r); }} while(0)
+  #define __Pyx_XDECREF(r)  do { if((r) == NULL); else {__Pyx_DECREF(r); }} while(0)
+  #define __Pyx_XGOTREF(r)  do { if((r) == NULL); else {__Pyx_GOTREF(r); }} while(0)
+  #define __Pyx_XGIVEREF(r) do { if((r) == NULL); else {__Pyx_GIVEREF(r);}} while(0)
+#else
+  #define __Pyx_RefNannyDeclarations
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)
+  #define __Pyx_RefNannyFinishContextNogil()
+  #define __Pyx_RefNannyFinishContext()
+  #define __Pyx_INCREF(r) Py_INCREF(r)
+  #define __Pyx_DECREF(r) Py_DECREF(r)
+  #define __Pyx_GOTREF(r)
+  #define __Pyx_GIVEREF(r)
+  #define __Pyx_XINCREF(r) Py_XINCREF(r)
+  #define __Pyx_XDECREF(r) Py_XDECREF(r)
+  #define __Pyx_XGOTREF(r)
+  #define __Pyx_XGIVEREF(r)
+#endif
+#define __Pyx_Py_XDECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; Py_XDECREF(tmp);\
+    } while (0)
+#define __Pyx_XDECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; __Pyx_XDECREF(tmp);\
+    } while (0)
+#define __Pyx_DECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; __Pyx_DECREF(tmp);\
+    } while (0)
+#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
+#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
+
+/* PyErrExceptionMatches.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
+#else
+#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
+#endif
+
+/* PyThreadStateGet.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
+#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
+#if PY_VERSION_HEX >= 0x030C00A6
+#define __Pyx_PyErr_Occurred()  (__pyx_tstate->current_exception != NULL)
+#define __Pyx_PyErr_CurrentExceptionType()  (__pyx_tstate->current_exception ? (PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL)
+#else
+#define __Pyx_PyErr_Occurred()  (__pyx_tstate->curexc_type != NULL)
+#define __Pyx_PyErr_CurrentExceptionType()  (__pyx_tstate->curexc_type)
+#endif
+#else
+#define __Pyx_PyThreadState_declare
+#define __Pyx_PyThreadState_assign
+#define __Pyx_PyErr_Occurred()  (PyErr_Occurred() != NULL)
+#define __Pyx_PyErr_CurrentExceptionType()  PyErr_Occurred()
+#endif
+
+/* PyErrFetchRestore.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
+#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6
+#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
+#else
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#endif
+#else
+#define __Pyx_PyErr_Clear() PyErr_Clear()
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
+#endif
+
+/* PyObjectGetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
+#endif
+
+/* PyObjectGetAttrStrNoError.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);
+
+/* GetBuiltinName.proto */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name);
+
+/* TupleAndListFromArray.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n);
+static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n);
+#endif
+
+/* IncludeStringH.proto */
+#include <string.h>
+
+/* BytesEquals.proto */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* UnicodeEquals.proto */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* fastcall.proto */
+#define __Pyx_Arg_VARARGS(args, i) PyTuple_GET_ITEM(args, i)
+#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
+#define __Pyx_KwValues_VARARGS(args, nargs) NULL
+#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
+#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
+#if CYTHON_METH_FASTCALL
+    #define __Pyx_Arg_FASTCALL(args, i) args[i]
+    #define __Pyx_NumKwargs_FASTCALL(kwds) PyTuple_GET_SIZE(kwds)
+    #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
+    static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
+    #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
+#else
+    #define __Pyx_Arg_FASTCALL __Pyx_Arg_VARARGS
+    #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
+    #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
+    #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
+    #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_ArgsSlice_VARARGS(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_VARARGS(args, start), stop - start)
+#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_FASTCALL(args, start), stop - start)
+#else
+#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
+#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
+#endif
+
+/* RaiseDoubleKeywords.proto */
+static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
+
+/* ParseKeywords.proto */
+static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject *const *kwvalues,
+    PyObject **argnames[],
+    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,
+    const char* function_name);
+
+/* RaiseArgTupleInvalid.proto */
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
+
+/* IsLittleEndian.proto */
+static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);
+
+/* BufferFormatCheck.proto */
+static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
+static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
+                              __Pyx_BufFmt_StackElem* stack,
+                              __Pyx_TypeInfo* type);
+
+/* BufferGetAndValidate.proto */
+#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\
+    ((obj == Py_None || obj == NULL) ?\
+    (__Pyx_ZeroBuffer(buf), 0) :\
+    __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack))
+static int  __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
+    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
+static void __Pyx_ZeroBuffer(Py_buffer* buf);
+static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
+static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 };
+static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 };
+
+/* RaiseTooManyValuesToUnpack.proto */
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
+
+/* RaiseNeedMoreValuesToUnpack.proto */
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
+
+/* IterFinish.proto */
+static CYTHON_INLINE int __Pyx_IterFinish(void);
+
+/* UnpackItemEndCheck.proto */
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);
+
+#define __Pyx_BufPtrFull3d(type, buf, i0, s0, o0, i1, s1, o1, i2, s2, o2) (type)(__Pyx_BufPtrFull3d_imp(buf, i0, s0, o0, i1, s1, o1, i2, s2, o2))
+static CYTHON_INLINE void* __Pyx_BufPtrFull3d_imp(void* buf, Py_ssize_t i0, Py_ssize_t s0, Py_ssize_t o0, Py_ssize_t i1, Py_ssize_t s1, Py_ssize_t o1, Py_ssize_t i2, Py_ssize_t s2, Py_ssize_t o2);
+#define __Pyx_BufPtrFull4d(type, buf, i0, s0, o0, i1, s1, o1, i2, s2, o2, i3, s3, o3) (type)(__Pyx_BufPtrFull4d_imp(buf, i0, s0, o0, i1, s1, o1, i2, s2, o2, i3, s3, o3))
+static CYTHON_INLINE void* __Pyx_BufPtrFull4d_imp(void* buf, Py_ssize_t i0, Py_ssize_t s0, Py_ssize_t o0, Py_ssize_t i1, Py_ssize_t s1, Py_ssize_t o1, Py_ssize_t i2, Py_ssize_t s2, Py_ssize_t o2, Py_ssize_t i3, Py_ssize_t s3, Py_ssize_t o3);
+/* IncludeStructmemberH.proto */
+#include <structmember.h>
+
+/* FixUpExtensionType.proto */
+#if CYTHON_USE_TYPE_SPECS
+static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);
+#endif
+
+/* FetchSharedCythonModule.proto */
+static PyObject *__Pyx_FetchSharedCythonABIModule(void);
+
+/* FetchCommonType.proto */
+#if !CYTHON_USE_TYPE_SPECS
+static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
+#else
+static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases);
+#endif
+
+/* PyMethodNew.proto */
+#if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
+    CYTHON_UNUSED_VAR(typ);
+    if (!self)
+        return __Pyx_NewRef(func);
+    return PyMethod_New(func, self);
+}
+#else
+    #define __Pyx_PyMethod_New PyMethod_New
+#endif
+
+/* PyVectorcallFastCallDict.proto */
+#if CYTHON_METH_FASTCALL
+static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
+#endif
+
+/* CythonFunctionShared.proto */
+#define __Pyx_CyFunction_USED
+#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
+#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
+#define __Pyx_CYFUNCTION_CCLASS        0x04
+#define __Pyx_CYFUNCTION_COROUTINE     0x08
+#define __Pyx_CyFunction_GetClosure(f)\
+    (((__pyx_CyFunctionObject *) (f))->func_closure)
+#if PY_VERSION_HEX < 0x030900B1
+  #define __Pyx_CyFunction_GetClassObj(f)\
+      (((__pyx_CyFunctionObject *) (f))->func_classobj)
+#else
+  #define __Pyx_CyFunction_GetClassObj(f)\
+      ((PyObject*) ((PyCMethodObject *) (f))->mm_class)
+#endif
+#define __Pyx_CyFunction_SetClassObj(f, classobj)\
+    __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj))
+#define __Pyx_CyFunction_Defaults(type, f)\
+    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
+#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
+    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
+typedef struct {
+#if PY_VERSION_HEX < 0x030900B1
+    PyCFunctionObject func;
+#else
+    PyCMethodObject func;
+#endif
+#if CYTHON_BACKPORT_VECTORCALL
+    __pyx_vectorcallfunc func_vectorcall;
+#endif
+#if PY_VERSION_HEX < 0x030500A0
+    PyObject *func_weakreflist;
+#endif
+    PyObject *func_dict;
+    PyObject *func_name;
+    PyObject *func_qualname;
+    PyObject *func_doc;
+    PyObject *func_globals;
+    PyObject *func_code;
+    PyObject *func_closure;
+#if PY_VERSION_HEX < 0x030900B1
+    PyObject *func_classobj;
+#endif
+    void *defaults;
+    int defaults_pyobjects;
+    size_t defaults_size;  // used by FusedFunction for copying defaults
+    int flags;
+    PyObject *defaults_tuple;
+    PyObject *defaults_kwdict;
+    PyObject *(*defaults_getter)(PyObject *);
+    PyObject *func_annotations;
+    PyObject *func_is_coroutine;
+} __pyx_CyFunctionObject;
+#define __Pyx_CyFunction_Check(obj)  __Pyx_TypeCheck(obj, __pyx_CyFunctionType)
+#define __Pyx_IsCyOrPyCFunction(obj)  __Pyx_TypeCheck2(obj, __pyx_CyFunctionType, &PyCFunction_Type)
+#define __Pyx_CyFunction_CheckExact(obj)  __Pyx_IS_TYPE(obj, __pyx_CyFunctionType)
+static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
+                                      int flags, PyObject* qualname,
+                                      PyObject *closure,
+                                      PyObject *module, PyObject *globals,
+                                      PyObject* code);
+static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
+                                                         size_t size,
+                                                         int pyobjects);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
+                                                            PyObject *tuple);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
+                                                             PyObject *dict);
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
+                                                              PyObject *dict);
+static int __pyx_CyFunction_init(PyObject *module);
+#if CYTHON_METH_FASTCALL
+static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+#if CYTHON_BACKPORT_VECTORCALL
+#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall)
+#else
+#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall)
+#endif
+#endif
+
+/* CythonFunction.proto */
+static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
+                                      int flags, PyObject* qualname,
+                                      PyObject *closure,
+                                      PyObject *module, PyObject *globals,
+                                      PyObject* code);
+
+/* PyDictVersioning.proto */
+#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
+#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
+    (version_var) = __PYX_GET_DICT_VERSION(dict);\
+    (cache_var) = (value);
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
+    static PY_UINT64_T __pyx_dict_version = 0;\
+    static PyObject *__pyx_dict_cached_value = NULL;\
+    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
+        (VAR) = __pyx_dict_cached_value;\
+    } else {\
+        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
+        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
+    }\
+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
+#else
+#define __PYX_GET_DICT_VERSION(dict)  (0)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
+#endif
+
+/* CLineInTraceback.proto */
+#ifdef CYTHON_CLINE_IN_TRACEBACK
+#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
+#else
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
+#endif
+
+/* CodeObjectCache.proto */
+#if !CYTHON_COMPILING_IN_LIMITED_API
+typedef struct {
+    PyCodeObject* code_object;
+    int code_line;
+} __Pyx_CodeObjectCacheEntry;
+struct __Pyx_CodeObjectCache {
+    int count;
+    int max_count;
+    __Pyx_CodeObjectCacheEntry* entries;
+};
+static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
+static PyCodeObject *__pyx_find_code_object(int code_line);
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
+#endif
+
+/* AddTraceback.proto */
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename);
+
+/* BufferStructDeclare.proto */
+typedef struct {
+  Py_ssize_t shape, strides, suboffsets;
+} __Pyx_Buf_DimInfo;
+typedef struct {
+  size_t refcount;
+  Py_buffer pybuffer;
+} __Pyx_Buffer;
+typedef struct {
+  __Pyx_Buffer *rcbuffer;
+  char *data;
+  __Pyx_Buf_DimInfo diminfo[8];
+} __Pyx_LocalBuf_ND;
+
+#if PY_MAJOR_VERSION < 3
+    static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
+    static void __Pyx_ReleaseBuffer(Py_buffer *view);
+#else
+    #define __Pyx_GetBuffer PyObject_GetBuffer
+    #define __Pyx_ReleaseBuffer PyBuffer_Release
+#endif
+
+
+/* GCCDiagnostics.proto */
+#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
+#define __Pyx_HAS_GCC_DIAGNOSTIC
+#endif
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
+
+/* FormatTypeName.proto */
+#if CYTHON_COMPILING_IN_LIMITED_API
+typedef PyObject *__Pyx_TypeName;
+#define __Pyx_FMT_TYPENAME "%U"
+static __Pyx_TypeName __Pyx_PyType_GetName(PyTypeObject* tp);
+#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
+#else
+typedef const char *__Pyx_TypeName;
+#define __Pyx_FMT_TYPENAME "%.200s"
+#define __Pyx_PyType_GetName(tp) ((tp)->tp_name)
+#define __Pyx_DECREF_TypeName(obj)
+#endif
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
+
+/* FastTypeChecks.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
+#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2)
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
+#else
+#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
+#define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2))
+#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
+#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
+#endif
+#define __Pyx_PyErr_ExceptionMatches2(err1, err2)  __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2)
+#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
+
+/* CheckBinaryVersion.proto */
+static int __Pyx_check_binary_version(void);
+
+/* InitStrings.proto */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
+
+/* #### Code section: module_declarations ### */
+
+/* Module declarations from "cython" */
+
+/* Module declarations from "lbmpy.phasefield.simplex_projection" */
+/* #### Code section: typeinfo ### */
+static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 };
+/* #### Code section: before_global_var ### */
+#define __Pyx_MODULE_NAME "lbmpy.phasefield.simplex_projection"
+extern int __pyx_module_is_main_lbmpy__phasefield__simplex_projection;
+int __pyx_module_is_main_lbmpy__phasefield__simplex_projection = 0;
+
+/* Implementation of "lbmpy.phasefield.simplex_projection" */
+/* #### Code section: global_var ### */
+static PyObject *__pyx_builtin_range;
+/* #### Code section: string_decls ### */
+static const char __pyx_k_a[] = "a";
+static const char __pyx_k_b[] = "b";
+static const char __pyx_k_c[] = "c";
+static const char __pyx_k_x[] = "x";
+static const char __pyx_k_y[] = "y";
+static const char __pyx_k_z[] = "z";
+static const char __pyx_k__5[] = "?";
+static const char __pyx_k_xs[] = "xs";
+static const char __pyx_k_ys[] = "ys";
+static const char __pyx_k_zs[] = "zs";
+static const char __pyx_k_main[] = "__main__";
+static const char __pyx_k_name[] = "__name__";
+static const char __pyx_k_test[] = "__test__";
+static const char __pyx_k_range[] = "range";
+static const char __pyx_k_shape[] = "shape";
+static const char __pyx_k_Something[] = "Something";
+static const char __pyx_k_phase_sum[] = "phase_sum";
+static const char __pyx_k_threshold[] = "threshold";
+static const char __pyx_k_WORKAROUND[] = "WORKAROUND";
+static const char __pyx_k_num_phases[] = "num_phases";
+static const char __pyx_k_handled_mask[] = "handled_mask";
+static const char __pyx_k_is_coroutine[] = "_is_coroutine";
+static const char __pyx_k_local_phases[] = "local_phases";
+static const char __pyx_k_asyncio_coroutines[] = "asyncio.coroutines";
+static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
+static const char __pyx_k_simplex_projection_2d[] = "simplex_projection_2d";
+static const char __pyx_k_simplex_projection_3d[] = "simplex_projection_3d";
+static const char __pyx_k_lbmpy_phasefield_simplex_project[] = "lbmpy/phasefield/simplex_projection.pyx";
+static const char __pyx_k_lbmpy_phasefield_simplex_project_2[] = "lbmpy.phasefield.simplex_projection";
+/* #### Code section: decls ### */
+static PyObject *__pyx_pf_5lbmpy_10phasefield_18simplex_projection_simplex_projection_2d(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_c); /* proto */
+static PyObject *__pyx_pf_5lbmpy_10phasefield_18simplex_projection_2simplex_projection_3d(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_c); /* proto */
+/* #### Code section: late_includes ### */
+/* #### Code section: module_state ### */
+typedef struct {
+  PyObject *__pyx_d;
+  PyObject *__pyx_b;
+  PyObject *__pyx_cython_runtime;
+  PyObject *__pyx_empty_tuple;
+  PyObject *__pyx_empty_bytes;
+  PyObject *__pyx_empty_unicode;
+  #ifdef __Pyx_CyFunction_USED
+  PyTypeObject *__pyx_CyFunctionType;
+  #endif
+  #ifdef __Pyx_FusedFunction_USED
+  PyTypeObject *__pyx_FusedFunctionType;
+  #endif
+  #ifdef __Pyx_Generator_USED
+  PyTypeObject *__pyx_GeneratorType;
+  #endif
+  #ifdef __Pyx_IterableCoroutine_USED
+  PyTypeObject *__pyx_IterableCoroutineType;
+  #endif
+  #ifdef __Pyx_Coroutine_USED
+  PyTypeObject *__pyx_CoroutineAwaitType;
+  #endif
+  #ifdef __Pyx_Coroutine_USED
+  PyTypeObject *__pyx_CoroutineType;
+  #endif
+  #if CYTHON_USE_MODULE_STATE
+  #endif
+  #if CYTHON_USE_MODULE_STATE
+  #endif
+  PyObject *__pyx_n_u_Something;
+  PyObject *__pyx_n_s_WORKAROUND;
+  PyObject *__pyx_n_s__5;
+  PyObject *__pyx_n_s_a;
+  PyObject *__pyx_n_s_asyncio_coroutines;
+  PyObject *__pyx_n_s_b;
+  PyObject *__pyx_n_s_c;
+  PyObject *__pyx_n_s_cline_in_traceback;
+  PyObject *__pyx_n_s_handled_mask;
+  PyObject *__pyx_n_s_is_coroutine;
+  PyObject *__pyx_kp_s_lbmpy_phasefield_simplex_project;
+  PyObject *__pyx_n_s_lbmpy_phasefield_simplex_project_2;
+  PyObject *__pyx_n_s_local_phases;
+  PyObject *__pyx_n_s_main;
+  PyObject *__pyx_n_s_name;
+  PyObject *__pyx_n_s_num_phases;
+  PyObject *__pyx_n_s_phase_sum;
+  PyObject *__pyx_n_s_range;
+  PyObject *__pyx_n_s_shape;
+  PyObject *__pyx_n_s_simplex_projection_2d;
+  PyObject *__pyx_n_s_simplex_projection_3d;
+  PyObject *__pyx_n_s_test;
+  PyObject *__pyx_n_s_threshold;
+  PyObject *__pyx_n_s_x;
+  PyObject *__pyx_n_s_xs;
+  PyObject *__pyx_n_s_y;
+  PyObject *__pyx_n_s_ys;
+  PyObject *__pyx_n_s_z;
+  PyObject *__pyx_n_s_zs;
+  PyObject *__pyx_tuple_;
+  PyObject *__pyx_tuple__3;
+  PyObject *__pyx_codeobj__2;
+  PyObject *__pyx_codeobj__4;
+} __pyx_mstate;
+
+#if CYTHON_USE_MODULE_STATE
+#ifdef __cplusplus
+namespace {
+  extern struct PyModuleDef __pyx_moduledef;
+} /* anonymous namespace */
+#else
+static struct PyModuleDef __pyx_moduledef;
+#endif
+
+#define __pyx_mstate(o) ((__pyx_mstate *)__Pyx_PyModule_GetState(o))
+
+#define __pyx_mstate_global (__pyx_mstate(PyState_FindModule(&__pyx_moduledef)))
+
+#define __pyx_m (PyState_FindModule(&__pyx_moduledef))
+#else
+static __pyx_mstate __pyx_mstate_global_static =
+#ifdef __cplusplus
+    {};
+#else
+    {0};
+#endif
+static __pyx_mstate *__pyx_mstate_global = &__pyx_mstate_global_static;
+#endif
+/* #### Code section: module_state_clear ### */
+#if CYTHON_USE_MODULE_STATE
+static int __pyx_m_clear(PyObject *m) {
+  __pyx_mstate *clear_module_state = __pyx_mstate(m);
+  if (!clear_module_state) return 0;
+  Py_CLEAR(clear_module_state->__pyx_d);
+  Py_CLEAR(clear_module_state->__pyx_b);
+  Py_CLEAR(clear_module_state->__pyx_cython_runtime);
+  Py_CLEAR(clear_module_state->__pyx_empty_tuple);
+  Py_CLEAR(clear_module_state->__pyx_empty_bytes);
+  Py_CLEAR(clear_module_state->__pyx_empty_unicode);
+  #ifdef __Pyx_CyFunction_USED
+  Py_CLEAR(clear_module_state->__pyx_CyFunctionType);
+  #endif
+  #ifdef __Pyx_FusedFunction_USED
+  Py_CLEAR(clear_module_state->__pyx_FusedFunctionType);
+  #endif
+  Py_CLEAR(clear_module_state->__pyx_n_u_Something);
+  Py_CLEAR(clear_module_state->__pyx_n_s_WORKAROUND);
+  Py_CLEAR(clear_module_state->__pyx_n_s__5);
+  Py_CLEAR(clear_module_state->__pyx_n_s_a);
+  Py_CLEAR(clear_module_state->__pyx_n_s_asyncio_coroutines);
+  Py_CLEAR(clear_module_state->__pyx_n_s_b);
+  Py_CLEAR(clear_module_state->__pyx_n_s_c);
+  Py_CLEAR(clear_module_state->__pyx_n_s_cline_in_traceback);
+  Py_CLEAR(clear_module_state->__pyx_n_s_handled_mask);
+  Py_CLEAR(clear_module_state->__pyx_n_s_is_coroutine);
+  Py_CLEAR(clear_module_state->__pyx_kp_s_lbmpy_phasefield_simplex_project);
+  Py_CLEAR(clear_module_state->__pyx_n_s_lbmpy_phasefield_simplex_project_2);
+  Py_CLEAR(clear_module_state->__pyx_n_s_local_phases);
+  Py_CLEAR(clear_module_state->__pyx_n_s_main);
+  Py_CLEAR(clear_module_state->__pyx_n_s_name);
+  Py_CLEAR(clear_module_state->__pyx_n_s_num_phases);
+  Py_CLEAR(clear_module_state->__pyx_n_s_phase_sum);
+  Py_CLEAR(clear_module_state->__pyx_n_s_range);
+  Py_CLEAR(clear_module_state->__pyx_n_s_shape);
+  Py_CLEAR(clear_module_state->__pyx_n_s_simplex_projection_2d);
+  Py_CLEAR(clear_module_state->__pyx_n_s_simplex_projection_3d);
+  Py_CLEAR(clear_module_state->__pyx_n_s_test);
+  Py_CLEAR(clear_module_state->__pyx_n_s_threshold);
+  Py_CLEAR(clear_module_state->__pyx_n_s_x);
+  Py_CLEAR(clear_module_state->__pyx_n_s_xs);
+  Py_CLEAR(clear_module_state->__pyx_n_s_y);
+  Py_CLEAR(clear_module_state->__pyx_n_s_ys);
+  Py_CLEAR(clear_module_state->__pyx_n_s_z);
+  Py_CLEAR(clear_module_state->__pyx_n_s_zs);
+  Py_CLEAR(clear_module_state->__pyx_tuple_);
+  Py_CLEAR(clear_module_state->__pyx_tuple__3);
+  Py_CLEAR(clear_module_state->__pyx_codeobj__2);
+  Py_CLEAR(clear_module_state->__pyx_codeobj__4);
+  return 0;
+}
+#endif
+/* #### Code section: module_state_traverse ### */
+#if CYTHON_USE_MODULE_STATE
+static int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
+  __pyx_mstate *traverse_module_state = __pyx_mstate(m);
+  if (!traverse_module_state) return 0;
+  Py_VISIT(traverse_module_state->__pyx_d);
+  Py_VISIT(traverse_module_state->__pyx_b);
+  Py_VISIT(traverse_module_state->__pyx_cython_runtime);
+  Py_VISIT(traverse_module_state->__pyx_empty_tuple);
+  Py_VISIT(traverse_module_state->__pyx_empty_bytes);
+  Py_VISIT(traverse_module_state->__pyx_empty_unicode);
+  #ifdef __Pyx_CyFunction_USED
+  Py_VISIT(traverse_module_state->__pyx_CyFunctionType);
+  #endif
+  #ifdef __Pyx_FusedFunction_USED
+  Py_VISIT(traverse_module_state->__pyx_FusedFunctionType);
+  #endif
+  Py_VISIT(traverse_module_state->__pyx_n_u_Something);
+  Py_VISIT(traverse_module_state->__pyx_n_s_WORKAROUND);
+  Py_VISIT(traverse_module_state->__pyx_n_s__5);
+  Py_VISIT(traverse_module_state->__pyx_n_s_a);
+  Py_VISIT(traverse_module_state->__pyx_n_s_asyncio_coroutines);
+  Py_VISIT(traverse_module_state->__pyx_n_s_b);
+  Py_VISIT(traverse_module_state->__pyx_n_s_c);
+  Py_VISIT(traverse_module_state->__pyx_n_s_cline_in_traceback);
+  Py_VISIT(traverse_module_state->__pyx_n_s_handled_mask);
+  Py_VISIT(traverse_module_state->__pyx_n_s_is_coroutine);
+  Py_VISIT(traverse_module_state->__pyx_kp_s_lbmpy_phasefield_simplex_project);
+  Py_VISIT(traverse_module_state->__pyx_n_s_lbmpy_phasefield_simplex_project_2);
+  Py_VISIT(traverse_module_state->__pyx_n_s_local_phases);
+  Py_VISIT(traverse_module_state->__pyx_n_s_main);
+  Py_VISIT(traverse_module_state->__pyx_n_s_name);
+  Py_VISIT(traverse_module_state->__pyx_n_s_num_phases);
+  Py_VISIT(traverse_module_state->__pyx_n_s_phase_sum);
+  Py_VISIT(traverse_module_state->__pyx_n_s_range);
+  Py_VISIT(traverse_module_state->__pyx_n_s_shape);
+  Py_VISIT(traverse_module_state->__pyx_n_s_simplex_projection_2d);
+  Py_VISIT(traverse_module_state->__pyx_n_s_simplex_projection_3d);
+  Py_VISIT(traverse_module_state->__pyx_n_s_test);
+  Py_VISIT(traverse_module_state->__pyx_n_s_threshold);
+  Py_VISIT(traverse_module_state->__pyx_n_s_x);
+  Py_VISIT(traverse_module_state->__pyx_n_s_xs);
+  Py_VISIT(traverse_module_state->__pyx_n_s_y);
+  Py_VISIT(traverse_module_state->__pyx_n_s_ys);
+  Py_VISIT(traverse_module_state->__pyx_n_s_z);
+  Py_VISIT(traverse_module_state->__pyx_n_s_zs);
+  Py_VISIT(traverse_module_state->__pyx_tuple_);
+  Py_VISIT(traverse_module_state->__pyx_tuple__3);
+  Py_VISIT(traverse_module_state->__pyx_codeobj__2);
+  Py_VISIT(traverse_module_state->__pyx_codeobj__4);
+  return 0;
+}
+#endif
+/* #### Code section: module_state_defines ### */
+#define __pyx_d __pyx_mstate_global->__pyx_d
+#define __pyx_b __pyx_mstate_global->__pyx_b
+#define __pyx_cython_runtime __pyx_mstate_global->__pyx_cython_runtime
+#define __pyx_empty_tuple __pyx_mstate_global->__pyx_empty_tuple
+#define __pyx_empty_bytes __pyx_mstate_global->__pyx_empty_bytes
+#define __pyx_empty_unicode __pyx_mstate_global->__pyx_empty_unicode
+#ifdef __Pyx_CyFunction_USED
+#define __pyx_CyFunctionType __pyx_mstate_global->__pyx_CyFunctionType
+#endif
+#ifdef __Pyx_FusedFunction_USED
+#define __pyx_FusedFunctionType __pyx_mstate_global->__pyx_FusedFunctionType
+#endif
+#ifdef __Pyx_Generator_USED
+#define __pyx_GeneratorType __pyx_mstate_global->__pyx_GeneratorType
+#endif
+#ifdef __Pyx_IterableCoroutine_USED
+#define __pyx_IterableCoroutineType __pyx_mstate_global->__pyx_IterableCoroutineType
+#endif
+#ifdef __Pyx_Coroutine_USED
+#define __pyx_CoroutineAwaitType __pyx_mstate_global->__pyx_CoroutineAwaitType
+#endif
+#ifdef __Pyx_Coroutine_USED
+#define __pyx_CoroutineType __pyx_mstate_global->__pyx_CoroutineType
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#define __pyx_n_u_Something __pyx_mstate_global->__pyx_n_u_Something
+#define __pyx_n_s_WORKAROUND __pyx_mstate_global->__pyx_n_s_WORKAROUND
+#define __pyx_n_s__5 __pyx_mstate_global->__pyx_n_s__5
+#define __pyx_n_s_a __pyx_mstate_global->__pyx_n_s_a
+#define __pyx_n_s_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines
+#define __pyx_n_s_b __pyx_mstate_global->__pyx_n_s_b
+#define __pyx_n_s_c __pyx_mstate_global->__pyx_n_s_c
+#define __pyx_n_s_cline_in_traceback __pyx_mstate_global->__pyx_n_s_cline_in_traceback
+#define __pyx_n_s_handled_mask __pyx_mstate_global->__pyx_n_s_handled_mask
+#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine
+#define __pyx_kp_s_lbmpy_phasefield_simplex_project __pyx_mstate_global->__pyx_kp_s_lbmpy_phasefield_simplex_project
+#define __pyx_n_s_lbmpy_phasefield_simplex_project_2 __pyx_mstate_global->__pyx_n_s_lbmpy_phasefield_simplex_project_2
+#define __pyx_n_s_local_phases __pyx_mstate_global->__pyx_n_s_local_phases
+#define __pyx_n_s_main __pyx_mstate_global->__pyx_n_s_main
+#define __pyx_n_s_name __pyx_mstate_global->__pyx_n_s_name
+#define __pyx_n_s_num_phases __pyx_mstate_global->__pyx_n_s_num_phases
+#define __pyx_n_s_phase_sum __pyx_mstate_global->__pyx_n_s_phase_sum
+#define __pyx_n_s_range __pyx_mstate_global->__pyx_n_s_range
+#define __pyx_n_s_shape __pyx_mstate_global->__pyx_n_s_shape
+#define __pyx_n_s_simplex_projection_2d __pyx_mstate_global->__pyx_n_s_simplex_projection_2d
+#define __pyx_n_s_simplex_projection_3d __pyx_mstate_global->__pyx_n_s_simplex_projection_3d
+#define __pyx_n_s_test __pyx_mstate_global->__pyx_n_s_test
+#define __pyx_n_s_threshold __pyx_mstate_global->__pyx_n_s_threshold
+#define __pyx_n_s_x __pyx_mstate_global->__pyx_n_s_x
+#define __pyx_n_s_xs __pyx_mstate_global->__pyx_n_s_xs
+#define __pyx_n_s_y __pyx_mstate_global->__pyx_n_s_y
+#define __pyx_n_s_ys __pyx_mstate_global->__pyx_n_s_ys
+#define __pyx_n_s_z __pyx_mstate_global->__pyx_n_s_z
+#define __pyx_n_s_zs __pyx_mstate_global->__pyx_n_s_zs
+#define __pyx_tuple_ __pyx_mstate_global->__pyx_tuple_
+#define __pyx_tuple__3 __pyx_mstate_global->__pyx_tuple__3
+#define __pyx_codeobj__2 __pyx_mstate_global->__pyx_codeobj__2
+#define __pyx_codeobj__4 __pyx_mstate_global->__pyx_codeobj__4
+/* #### Code section: module_code ### */
+
+/* "lbmpy/phasefield/simplex_projection.pyx":8
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_5lbmpy_10phasefield_18simplex_projection_1simplex_projection_2d(PyObject *__pyx_self, 
+#if CYTHON_METH_FASTCALL
+PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
+#else
+PyObject *__pyx_args, PyObject *__pyx_kwds
+#endif
+); /*proto*/
+static PyMethodDef __pyx_mdef_5lbmpy_10phasefield_18simplex_projection_1simplex_projection_2d = {"simplex_projection_2d", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5lbmpy_10phasefield_18simplex_projection_1simplex_projection_2d, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_5lbmpy_10phasefield_18simplex_projection_1simplex_projection_2d(PyObject *__pyx_self, 
+#if CYTHON_METH_FASTCALL
+PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
+#else
+PyObject *__pyx_args, PyObject *__pyx_kwds
+#endif
+) {
+  PyObject *__pyx_v_c = 0;
+  #if !CYTHON_METH_FASTCALL
+  CYTHON_UNUSED const Py_ssize_t __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
+  #endif
+  CYTHON_UNUSED PyObject *const *__pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
+  int __pyx_lineno = 0;
+  const char *__pyx_filename = NULL;
+  int __pyx_clineno = 0;
+  PyObject *__pyx_r = 0;
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("simplex_projection_2d (wrapper)", 0);
+  {
+    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_c,0};
+    PyObject* values[1] = {0};
+    if (__pyx_kwds) {
+      Py_ssize_t kw_args;
+      switch (__pyx_nargs) {
+        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
+        CYTHON_FALLTHROUGH;
+        case  0: break;
+        default: goto __pyx_L5_argtuple_error;
+      }
+      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
+      switch (__pyx_nargs) {
+        case  0:
+        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_c)) != 0)) kw_args--;
+        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 8, __pyx_L3_error)
+        else goto __pyx_L5_argtuple_error;
+      }
+      if (unlikely(kw_args > 0)) {
+        const Py_ssize_t kwd_pos_args = __pyx_nargs;
+        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "simplex_projection_2d") < 0)) __PYX_ERR(0, 8, __pyx_L3_error)
+      }
+    } else if (unlikely(__pyx_nargs != 1)) {
+      goto __pyx_L5_argtuple_error;
+    } else {
+      values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
+    }
+    __pyx_v_c = ((PyObject *)values[0]);
+  }
+  goto __pyx_L4_argument_unpacking_done;
+  __pyx_L5_argtuple_error:;
+  __Pyx_RaiseArgtupleInvalid("simplex_projection_2d", 1, 1, 1, __pyx_nargs); __PYX_ERR(0, 8, __pyx_L3_error)
+  __pyx_L3_error:;
+  __Pyx_AddTraceback("lbmpy.phasefield.simplex_projection.simplex_projection_2d", __pyx_clineno, __pyx_lineno, __pyx_filename);
+  __Pyx_RefNannyFinishContext();
+  return NULL;
+  __pyx_L4_argument_unpacking_done:;
+  __pyx_r = __pyx_pf_5lbmpy_10phasefield_18simplex_projection_simplex_projection_2d(__pyx_self, __pyx_v_c);
+
+  /* function exit code */
+  __Pyx_RefNannyFinishContext();
+  return __pyx_r;
+}
+
+static PyObject *__pyx_pf_5lbmpy_10phasefield_18simplex_projection_simplex_projection_2d(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_c) {
+  int __pyx_v_xs;
+  int __pyx_v_ys;
+  int __pyx_v_num_phases;
+  int __pyx_v_x;
+  int __pyx_v_y;
+  int __pyx_v_a;
+  int __pyx_v_b;
+  int __pyx_v_local_phases;
+  unsigned int __pyx_v_handled_mask;
+  double __pyx_v_threshold;
+  double __pyx_v_phase_sum;
+  __Pyx_LocalBuf_ND __pyx_pybuffernd_c;
+  __Pyx_Buffer __pyx_pybuffer_c;
+  PyObject *__pyx_r = NULL;
+  __Pyx_RefNannyDeclarations
+  PyObject *__pyx_t_1 = NULL;
+  PyObject *__pyx_t_2 = NULL;
+  PyObject *__pyx_t_3 = NULL;
+  PyObject *__pyx_t_4 = NULL;
+  PyObject *__pyx_t_5 = NULL;
+  PyObject *(*__pyx_t_6)(PyObject *);
+  int __pyx_t_7;
+  int __pyx_t_8;
+  int __pyx_t_9;
+  int __pyx_t_10;
+  int __pyx_t_11;
+  int __pyx_t_12;
+  int __pyx_t_13;
+  int __pyx_t_14;
+  int __pyx_t_15;
+  Py_ssize_t __pyx_t_16;
+  Py_ssize_t __pyx_t_17;
+  Py_ssize_t __pyx_t_18;
+  double __pyx_t_19;
+  int __pyx_t_20;
+  Py_ssize_t __pyx_t_21;
+  Py_ssize_t __pyx_t_22;
+  Py_ssize_t __pyx_t_23;
+  int __pyx_lineno = 0;
+  const char *__pyx_filename = NULL;
+  int __pyx_clineno = 0;
+  __Pyx_RefNannySetupContext("simplex_projection_2d", 0);
+  __pyx_pybuffer_c.pybuffer.buf = NULL;
+  __pyx_pybuffer_c.refcount = 0;
+  __pyx_pybuffernd_c.data = NULL;
+  __pyx_pybuffernd_c.rcbuffer = &__pyx_pybuffer_c;
+  {
+    __Pyx_BufFmt_StackElem __pyx_stack[1];
+    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_c.rcbuffer->pybuffer, (PyObject*)__pyx_v_c, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_INDIRECT| PyBUF_WRITABLE, 3, 0, __pyx_stack) == -1)) __PYX_ERR(0, 8, __pyx_L1_error)
+  }
+  __pyx_pybuffernd_c.diminfo[0].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_c.diminfo[0].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_c.diminfo[0].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[0]; __pyx_pybuffernd_c.diminfo[1].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_c.diminfo[1].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[1]; __pyx_pybuffernd_c.diminfo[1].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[1]; __pyx_pybuffernd_c.diminfo[2].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[2]; __pyx_pybuffernd_c.diminfo[2].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[2]; __pyx_pybuffernd_c.diminfo[2].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[2];
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":13
+ * def simplex_projection_2d(object[double, ndim=3] c):
+ *     cdef int xs, ys, num_phases, x, y, a, b, local_phases
+ *     cdef unsigned int handled_mask = 0             # <<<<<<<<<<<<<<
+ *     cdef double threshold = 1e-18
+ *     cdef double phase_sum
+ */
+  __pyx_v_handled_mask = 0;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":14
+ *     cdef int xs, ys, num_phases, x, y, a, b, local_phases
+ *     cdef unsigned int handled_mask = 0
+ *     cdef double threshold = 1e-18             # <<<<<<<<<<<<<<
+ *     cdef double phase_sum
+ * 
+ */
+  __pyx_v_threshold = 1e-18;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":17
+ *     cdef double phase_sum
+ * 
+ *     xs, ys, num_phases = c.shape             # <<<<<<<<<<<<<<
+ * 
+ *     for y in range(ys):
+ */
+  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_c), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 17, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_1);
+  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
+    PyObject* sequence = __pyx_t_1;
+    Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
+    if (unlikely(size != 3)) {
+      if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+      __PYX_ERR(0, 17, __pyx_L1_error)
+    }
+    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    if (likely(PyTuple_CheckExact(sequence))) {
+      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
+      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
+      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 2); 
+    } else {
+      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
+      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
+      __pyx_t_4 = PyList_GET_ITEM(sequence, 2); 
+    }
+    __Pyx_INCREF(__pyx_t_2);
+    __Pyx_INCREF(__pyx_t_3);
+    __Pyx_INCREF(__pyx_t_4);
+    #else
+    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 17, __pyx_L1_error)
+    __Pyx_GOTREF(__pyx_t_2);
+    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 17, __pyx_L1_error)
+    __Pyx_GOTREF(__pyx_t_3);
+    __pyx_t_4 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 17, __pyx_L1_error)
+    __Pyx_GOTREF(__pyx_t_4);
+    #endif
+    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+  } else {
+    Py_ssize_t index = -1;
+    __pyx_t_5 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 17, __pyx_L1_error)
+    __Pyx_GOTREF(__pyx_t_5);
+    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+    __pyx_t_6 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_5);
+    index = 0; __pyx_t_2 = __pyx_t_6(__pyx_t_5); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
+    __Pyx_GOTREF(__pyx_t_2);
+    index = 1; __pyx_t_3 = __pyx_t_6(__pyx_t_5); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
+    __Pyx_GOTREF(__pyx_t_3);
+    index = 2; __pyx_t_4 = __pyx_t_6(__pyx_t_5); if (unlikely(!__pyx_t_4)) goto __pyx_L3_unpacking_failed;
+    __Pyx_GOTREF(__pyx_t_4);
+    if (__Pyx_IternextUnpackEndCheck(__pyx_t_6(__pyx_t_5), 3) < 0) __PYX_ERR(0, 17, __pyx_L1_error)
+    __pyx_t_6 = NULL;
+    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+    goto __pyx_L4_unpacking_done;
+    __pyx_L3_unpacking_failed:;
+    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+    __pyx_t_6 = NULL;
+    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+    __PYX_ERR(0, 17, __pyx_L1_error)
+    __pyx_L4_unpacking_done:;
+  }
+  __pyx_t_7 = __Pyx_PyInt_As_int(__pyx_t_2); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 17, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+  __pyx_t_8 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 17, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+  __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_4); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 17, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+  __pyx_v_xs = __pyx_t_7;
+  __pyx_v_ys = __pyx_t_8;
+  __pyx_v_num_phases = __pyx_t_9;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":19
+ *     xs, ys, num_phases = c.shape
+ * 
+ *     for y in range(ys):             # <<<<<<<<<<<<<<
+ *         for x in range(xs):
+ *             local_phases = num_phases
+ */
+  __pyx_t_9 = __pyx_v_ys;
+  __pyx_t_8 = __pyx_t_9;
+  for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_8; __pyx_t_7+=1) {
+    __pyx_v_y = __pyx_t_7;
+
+    /* "lbmpy/phasefield/simplex_projection.pyx":20
+ * 
+ *     for y in range(ys):
+ *         for x in range(xs):             # <<<<<<<<<<<<<<
+ *             local_phases = num_phases
+ * 
+ */
+    __pyx_t_10 = __pyx_v_xs;
+    __pyx_t_11 = __pyx_t_10;
+    for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_11; __pyx_t_12+=1) {
+      __pyx_v_x = __pyx_t_12;
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":21
+ *     for y in range(ys):
+ *         for x in range(xs):
+ *             local_phases = num_phases             # <<<<<<<<<<<<<<
+ * 
+ *             ## Mark zero phases
+ */
+      __pyx_v_local_phases = __pyx_v_num_phases;
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":24
+ * 
+ *             ## Mark zero phases
+ *             for a in range(num_phases):             # <<<<<<<<<<<<<<
+ *                 if  -threshold < c[x, y, a] < threshold:
+ *                     local_phases -= 1
+ */
+      __pyx_t_13 = __pyx_v_num_phases;
+      __pyx_t_14 = __pyx_t_13;
+      for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
+        __pyx_v_a = __pyx_t_15;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":25
+ *             ## Mark zero phases
+ *             for a in range(num_phases):
+ *                 if  -threshold < c[x, y, a] < threshold:             # <<<<<<<<<<<<<<
+ *                     local_phases -= 1
+ *                     handled_mask |= (1 << a)
+ */
+        __pyx_t_16 = __pyx_v_x;
+        __pyx_t_17 = __pyx_v_y;
+        __pyx_t_18 = __pyx_v_a;
+        __pyx_t_19 = (*__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_18, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets));
+        __pyx_t_20 = ((-__pyx_v_threshold) < __pyx_t_19);
+        if (__pyx_t_20) {
+          __pyx_t_20 = (__pyx_t_19 < __pyx_v_threshold);
+        }
+        if (__pyx_t_20) {
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":26
+ *             for a in range(num_phases):
+ *                 if  -threshold < c[x, y, a] < threshold:
+ *                     local_phases -= 1             # <<<<<<<<<<<<<<
+ *                     handled_mask |= (1 << a)
+ *                     c[x, y, a] = 0
+ */
+          __pyx_v_local_phases = (__pyx_v_local_phases - 1);
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":27
+ *                 if  -threshold < c[x, y, a] < threshold:
+ *                     local_phases -= 1
+ *                     handled_mask |= (1 << a)             # <<<<<<<<<<<<<<
+ *                     c[x, y, a] = 0
+ * 
+ */
+          __pyx_v_handled_mask = (__pyx_v_handled_mask | (1 << __pyx_v_a));
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":28
+ *                     local_phases -= 1
+ *                     handled_mask |= (1 << a)
+ *                     c[x, y, a] = 0             # <<<<<<<<<<<<<<
+ * 
+ *             # Distribute negative phases to others
+ */
+          __pyx_t_18 = __pyx_v_x;
+          __pyx_t_17 = __pyx_v_y;
+          __pyx_t_16 = __pyx_v_a;
+          *__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_16, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets) = 0.0;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":25
+ *             ## Mark zero phases
+ *             for a in range(num_phases):
+ *                 if  -threshold < c[x, y, a] < threshold:             # <<<<<<<<<<<<<<
+ *                     local_phases -= 1
+ *                     handled_mask |= (1 << a)
+ */
+        }
+      }
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":31
+ * 
+ *             # Distribute negative phases to others
+ *             a = 0             # <<<<<<<<<<<<<<
+ *             while a < num_phases:
+ *                 if c[x, y, a] < 0.0:
+ */
+      __pyx_v_a = 0;
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":32
+ *             # Distribute negative phases to others
+ *             a = 0
+ *             while a < num_phases:             # <<<<<<<<<<<<<<
+ *                 if c[x, y, a] < 0.0:
+ *                     handled_mask |= (1 << a)
+ */
+      while (1) {
+        __pyx_t_20 = (__pyx_v_a < __pyx_v_num_phases);
+        if (!__pyx_t_20) break;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":33
+ *             a = 0
+ *             while a < num_phases:
+ *                 if c[x, y, a] < 0.0:             # <<<<<<<<<<<<<<
+ *                     handled_mask |= (1 << a)
+ *                     local_phases -= 1
+ */
+        __pyx_t_16 = __pyx_v_x;
+        __pyx_t_17 = __pyx_v_y;
+        __pyx_t_18 = __pyx_v_a;
+        __pyx_t_20 = ((*__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_18, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets)) < 0.0);
+        if (__pyx_t_20) {
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":34
+ *             while a < num_phases:
+ *                 if c[x, y, a] < 0.0:
+ *                     handled_mask |= (1 << a)             # <<<<<<<<<<<<<<
+ *                     local_phases -= 1
+ *                     for b in range(num_phases): # distribute to unhandled phases
+ */
+          __pyx_v_handled_mask = (__pyx_v_handled_mask | (1 << __pyx_v_a));
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":35
+ *                 if c[x, y, a] < 0.0:
+ *                     handled_mask |= (1 << a)
+ *                     local_phases -= 1             # <<<<<<<<<<<<<<
+ *                     for b in range(num_phases): # distribute to unhandled phases
+ *                         if handled_mask & (1 << b) == 0:
+ */
+          __pyx_v_local_phases = (__pyx_v_local_phases - 1);
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":36
+ *                     handled_mask |= (1 << a)
+ *                     local_phases -= 1
+ *                     for b in range(num_phases): # distribute to unhandled phases             # <<<<<<<<<<<<<<
+ *                         if handled_mask & (1 << b) == 0:
+ *                             c[x, y, b] += c[x, y, a] / local_phases
+ */
+          __pyx_t_13 = __pyx_v_num_phases;
+          __pyx_t_14 = __pyx_t_13;
+          for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
+            __pyx_v_b = __pyx_t_15;
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":37
+ *                     local_phases -= 1
+ *                     for b in range(num_phases): # distribute to unhandled phases
+ *                         if handled_mask & (1 << b) == 0:             # <<<<<<<<<<<<<<
+ *                             c[x, y, b] += c[x, y, a] / local_phases
+ *                     c[x, y, a] = 0.0
+ */
+            __pyx_t_20 = ((__pyx_v_handled_mask & (1 << __pyx_v_b)) == 0);
+            if (__pyx_t_20) {
+
+              /* "lbmpy/phasefield/simplex_projection.pyx":38
+ *                     for b in range(num_phases): # distribute to unhandled phases
+ *                         if handled_mask & (1 << b) == 0:
+ *                             c[x, y, b] += c[x, y, a] / local_phases             # <<<<<<<<<<<<<<
+ *                     c[x, y, a] = 0.0
+ *                     a = -1  # restart loop, since other phases might have become negative
+ */
+              __pyx_t_18 = __pyx_v_x;
+              __pyx_t_17 = __pyx_v_y;
+              __pyx_t_16 = __pyx_v_a;
+              __pyx_t_21 = __pyx_v_x;
+              __pyx_t_22 = __pyx_v_y;
+              __pyx_t_23 = __pyx_v_b;
+              *__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_23, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets) += ((*__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_16, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets)) / ((double)__pyx_v_local_phases));
+
+              /* "lbmpy/phasefield/simplex_projection.pyx":37
+ *                     local_phases -= 1
+ *                     for b in range(num_phases): # distribute to unhandled phases
+ *                         if handled_mask & (1 << b) == 0:             # <<<<<<<<<<<<<<
+ *                             c[x, y, b] += c[x, y, a] / local_phases
+ *                     c[x, y, a] = 0.0
+ */
+            }
+          }
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":39
+ *                         if handled_mask & (1 << b) == 0:
+ *                             c[x, y, b] += c[x, y, a] / local_phases
+ *                     c[x, y, a] = 0.0             # <<<<<<<<<<<<<<
+ *                     a = -1  # restart loop, since other phases might have become negative
+ *                 a += 1
+ */
+          __pyx_t_16 = __pyx_v_x;
+          __pyx_t_17 = __pyx_v_y;
+          __pyx_t_18 = __pyx_v_a;
+          *__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_18, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets) = 0.0;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":40
+ *                             c[x, y, b] += c[x, y, a] / local_phases
+ *                     c[x, y, a] = 0.0
+ *                     a = -1  # restart loop, since other phases might have become negative             # <<<<<<<<<<<<<<
+ *                 a += 1
+ * 
+ */
+          __pyx_v_a = -1;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":33
+ *             a = 0
+ *             while a < num_phases:
+ *                 if c[x, y, a] < 0.0:             # <<<<<<<<<<<<<<
+ *                     handled_mask |= (1 << a)
+ *                     local_phases -= 1
+ */
+        }
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":41
+ *                     c[x, y, a] = 0.0
+ *                     a = -1  # restart loop, since other phases might have become negative
+ *                 a += 1             # <<<<<<<<<<<<<<
+ * 
+ *             # Normalize phases
+ */
+        __pyx_v_a = (__pyx_v_a + 1);
+      }
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":44
+ * 
+ *             # Normalize phases
+ *             phase_sum = 0.0             # <<<<<<<<<<<<<<
+ *             for a in range(num_phases):
+ *                 phase_sum += c[x, y, a]
+ */
+      __pyx_v_phase_sum = 0.0;
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":45
+ *             # Normalize phases
+ *             phase_sum = 0.0
+ *             for a in range(num_phases):             # <<<<<<<<<<<<<<
+ *                 phase_sum += c[x, y, a]
+ * 
+ */
+      __pyx_t_13 = __pyx_v_num_phases;
+      __pyx_t_14 = __pyx_t_13;
+      for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
+        __pyx_v_a = __pyx_t_15;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":46
+ *             phase_sum = 0.0
+ *             for a in range(num_phases):
+ *                 phase_sum += c[x, y, a]             # <<<<<<<<<<<<<<
+ * 
+ *             for a in range(num_phases):
+ */
+        __pyx_t_18 = __pyx_v_x;
+        __pyx_t_17 = __pyx_v_y;
+        __pyx_t_16 = __pyx_v_a;
+        __pyx_v_phase_sum = (__pyx_v_phase_sum + (*__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_16, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets)));
+      }
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":48
+ *                 phase_sum += c[x, y, a]
+ * 
+ *             for a in range(num_phases):             # <<<<<<<<<<<<<<
+ *                 c[x, y, a] /= phase_sum
+ * 
+ */
+      __pyx_t_13 = __pyx_v_num_phases;
+      __pyx_t_14 = __pyx_t_13;
+      for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
+        __pyx_v_a = __pyx_t_15;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":49
+ * 
+ *             for a in range(num_phases):
+ *                 c[x, y, a] /= phase_sum             # <<<<<<<<<<<<<<
+ * 
+ * 
+ */
+        __pyx_t_16 = __pyx_v_x;
+        __pyx_t_17 = __pyx_v_y;
+        __pyx_t_18 = __pyx_v_a;
+        *__Pyx_BufPtrFull3d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_17, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_18, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets) /= __pyx_v_phase_sum;
+      }
+    }
+  }
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":8
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+
+  /* function exit code */
+  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+  goto __pyx_L0;
+  __pyx_L1_error:;
+  __Pyx_XDECREF(__pyx_t_1);
+  __Pyx_XDECREF(__pyx_t_2);
+  __Pyx_XDECREF(__pyx_t_3);
+  __Pyx_XDECREF(__pyx_t_4);
+  __Pyx_XDECREF(__pyx_t_5);
+  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
+    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_c.rcbuffer->pybuffer);
+  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+  __Pyx_AddTraceback("lbmpy.phasefield.simplex_projection.simplex_projection_2d", __pyx_clineno, __pyx_lineno, __pyx_filename);
+  __pyx_r = NULL;
+  goto __pyx_L2;
+  __pyx_L0:;
+  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_c.rcbuffer->pybuffer);
+  __pyx_L2:;
+  __Pyx_XGIVEREF(__pyx_r);
+  __Pyx_RefNannyFinishContext();
+  return __pyx_r;
+}
+
+/* "lbmpy/phasefield/simplex_projection.pyx":52
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_5lbmpy_10phasefield_18simplex_projection_3simplex_projection_3d(PyObject *__pyx_self, 
+#if CYTHON_METH_FASTCALL
+PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
+#else
+PyObject *__pyx_args, PyObject *__pyx_kwds
+#endif
+); /*proto*/
+static PyMethodDef __pyx_mdef_5lbmpy_10phasefield_18simplex_projection_3simplex_projection_3d = {"simplex_projection_3d", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5lbmpy_10phasefield_18simplex_projection_3simplex_projection_3d, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_5lbmpy_10phasefield_18simplex_projection_3simplex_projection_3d(PyObject *__pyx_self, 
+#if CYTHON_METH_FASTCALL
+PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
+#else
+PyObject *__pyx_args, PyObject *__pyx_kwds
+#endif
+) {
+  PyObject *__pyx_v_c = 0;
+  #if !CYTHON_METH_FASTCALL
+  CYTHON_UNUSED const Py_ssize_t __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
+  #endif
+  CYTHON_UNUSED PyObject *const *__pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
+  int __pyx_lineno = 0;
+  const char *__pyx_filename = NULL;
+  int __pyx_clineno = 0;
+  PyObject *__pyx_r = 0;
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("simplex_projection_3d (wrapper)", 0);
+  {
+    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_c,0};
+    PyObject* values[1] = {0};
+    if (__pyx_kwds) {
+      Py_ssize_t kw_args;
+      switch (__pyx_nargs) {
+        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
+        CYTHON_FALLTHROUGH;
+        case  0: break;
+        default: goto __pyx_L5_argtuple_error;
+      }
+      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
+      switch (__pyx_nargs) {
+        case  0:
+        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_c)) != 0)) kw_args--;
+        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 52, __pyx_L3_error)
+        else goto __pyx_L5_argtuple_error;
+      }
+      if (unlikely(kw_args > 0)) {
+        const Py_ssize_t kwd_pos_args = __pyx_nargs;
+        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "simplex_projection_3d") < 0)) __PYX_ERR(0, 52, __pyx_L3_error)
+      }
+    } else if (unlikely(__pyx_nargs != 1)) {
+      goto __pyx_L5_argtuple_error;
+    } else {
+      values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
+    }
+    __pyx_v_c = ((PyObject *)values[0]);
+  }
+  goto __pyx_L4_argument_unpacking_done;
+  __pyx_L5_argtuple_error:;
+  __Pyx_RaiseArgtupleInvalid("simplex_projection_3d", 1, 1, 1, __pyx_nargs); __PYX_ERR(0, 52, __pyx_L3_error)
+  __pyx_L3_error:;
+  __Pyx_AddTraceback("lbmpy.phasefield.simplex_projection.simplex_projection_3d", __pyx_clineno, __pyx_lineno, __pyx_filename);
+  __Pyx_RefNannyFinishContext();
+  return NULL;
+  __pyx_L4_argument_unpacking_done:;
+  __pyx_r = __pyx_pf_5lbmpy_10phasefield_18simplex_projection_2simplex_projection_3d(__pyx_self, __pyx_v_c);
+
+  /* function exit code */
+  __Pyx_RefNannyFinishContext();
+  return __pyx_r;
+}
+
+static PyObject *__pyx_pf_5lbmpy_10phasefield_18simplex_projection_2simplex_projection_3d(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_c) {
+  int __pyx_v_xs;
+  int __pyx_v_ys;
+  int __pyx_v_num_phases;
+  int __pyx_v_x;
+  int __pyx_v_y;
+  int __pyx_v_z;
+  int __pyx_v_a;
+  int __pyx_v_b;
+  int __pyx_v_local_phases;
+  unsigned int __pyx_v_handled_mask;
+  double __pyx_v_threshold;
+  double __pyx_v_phase_sum;
+  PyObject *__pyx_v_zs = NULL;
+  __Pyx_LocalBuf_ND __pyx_pybuffernd_c;
+  __Pyx_Buffer __pyx_pybuffer_c;
+  PyObject *__pyx_r = NULL;
+  __Pyx_RefNannyDeclarations
+  PyObject *__pyx_t_1 = NULL;
+  PyObject *__pyx_t_2 = NULL;
+  PyObject *__pyx_t_3 = NULL;
+  PyObject *__pyx_t_4 = NULL;
+  PyObject *__pyx_t_5 = NULL;
+  PyObject *__pyx_t_6 = NULL;
+  PyObject *(*__pyx_t_7)(PyObject *);
+  int __pyx_t_8;
+  int __pyx_t_9;
+  int __pyx_t_10;
+  long __pyx_t_11;
+  long __pyx_t_12;
+  int __pyx_t_13;
+  int __pyx_t_14;
+  int __pyx_t_15;
+  int __pyx_t_16;
+  int __pyx_t_17;
+  int __pyx_t_18;
+  int __pyx_t_19;
+  Py_ssize_t __pyx_t_20;
+  Py_ssize_t __pyx_t_21;
+  Py_ssize_t __pyx_t_22;
+  Py_ssize_t __pyx_t_23;
+  double __pyx_t_24;
+  int __pyx_t_25;
+  Py_ssize_t __pyx_t_26;
+  Py_ssize_t __pyx_t_27;
+  Py_ssize_t __pyx_t_28;
+  Py_ssize_t __pyx_t_29;
+  int __pyx_lineno = 0;
+  const char *__pyx_filename = NULL;
+  int __pyx_clineno = 0;
+  __Pyx_RefNannySetupContext("simplex_projection_3d", 0);
+  __pyx_pybuffer_c.pybuffer.buf = NULL;
+  __pyx_pybuffer_c.refcount = 0;
+  __pyx_pybuffernd_c.data = NULL;
+  __pyx_pybuffernd_c.rcbuffer = &__pyx_pybuffer_c;
+  {
+    __Pyx_BufFmt_StackElem __pyx_stack[1];
+    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_c.rcbuffer->pybuffer, (PyObject*)__pyx_v_c, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_INDIRECT| PyBUF_WRITABLE, 4, 0, __pyx_stack) == -1)) __PYX_ERR(0, 52, __pyx_L1_error)
+  }
+  __pyx_pybuffernd_c.diminfo[0].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_c.diminfo[0].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_c.diminfo[0].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[0]; __pyx_pybuffernd_c.diminfo[1].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_c.diminfo[1].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[1]; __pyx_pybuffernd_c.diminfo[1].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[1]; __pyx_pybuffernd_c.diminfo[2].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[2]; __pyx_pybuffernd_c.diminfo[2].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[2]; __pyx_pybuffernd_c.diminfo[2].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[2]; __pyx_pybuffernd_c.diminfo[3].strides = __pyx_pybuffernd_c.rcbuffer->pybuffer.strides[3]; __pyx_pybuffernd_c.diminfo[3].shape = __pyx_pybuffernd_c.rcbuffer->pybuffer.shape[3]; __pyx_pybuffernd_c.diminfo[3].suboffsets = __pyx_pybuffernd_c.rcbuffer->pybuffer.suboffsets[3];
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":57
+ * def simplex_projection_3d(object[double, ndim=4] c):
+ *     cdef int xs, ys, num_phases, x, y, z, a, b, local_phases
+ *     cdef unsigned int handled_mask = 0             # <<<<<<<<<<<<<<
+ *     cdef double threshold = 1e-18
+ *     cdef double phase_sum
+ */
+  __pyx_v_handled_mask = 0;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":58
+ *     cdef int xs, ys, num_phases, x, y, z, a, b, local_phases
+ *     cdef unsigned int handled_mask = 0
+ *     cdef double threshold = 1e-18             # <<<<<<<<<<<<<<
+ *     cdef double phase_sum
+ * 
+ */
+  __pyx_v_threshold = 1e-18;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":61
+ *     cdef double phase_sum
+ * 
+ *     xs, ys, zs, num_phases = c.shape             # <<<<<<<<<<<<<<
+ * 
+ *     for z in range(zs):
+ */
+  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_c), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 61, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_1);
+  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
+    PyObject* sequence = __pyx_t_1;
+    Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
+    if (unlikely(size != 4)) {
+      if (size > 4) __Pyx_RaiseTooManyValuesError(4);
+      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+      __PYX_ERR(0, 61, __pyx_L1_error)
+    }
+    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    if (likely(PyTuple_CheckExact(sequence))) {
+      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
+      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
+      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 2); 
+      __pyx_t_5 = PyTuple_GET_ITEM(sequence, 3); 
+    } else {
+      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
+      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
+      __pyx_t_4 = PyList_GET_ITEM(sequence, 2); 
+      __pyx_t_5 = PyList_GET_ITEM(sequence, 3); 
+    }
+    __Pyx_INCREF(__pyx_t_2);
+    __Pyx_INCREF(__pyx_t_3);
+    __Pyx_INCREF(__pyx_t_4);
+    __Pyx_INCREF(__pyx_t_5);
+    #else
+    {
+      Py_ssize_t i;
+      PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_3,&__pyx_t_4,&__pyx_t_5};
+      for (i=0; i < 4; i++) {
+        PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) __PYX_ERR(0, 61, __pyx_L1_error)
+        __Pyx_GOTREF(item);
+        *(temps[i]) = item;
+      }
+    }
+    #endif
+    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+  } else {
+    Py_ssize_t index = -1;
+    PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_3,&__pyx_t_4,&__pyx_t_5};
+    __pyx_t_6 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 61, __pyx_L1_error)
+    __Pyx_GOTREF(__pyx_t_6);
+    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+    __pyx_t_7 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_6);
+    for (index=0; index < 4; index++) {
+      PyObject* item = __pyx_t_7(__pyx_t_6); if (unlikely(!item)) goto __pyx_L3_unpacking_failed;
+      __Pyx_GOTREF(item);
+      *(temps[index]) = item;
+    }
+    if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 4) < 0) __PYX_ERR(0, 61, __pyx_L1_error)
+    __pyx_t_7 = NULL;
+    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+    goto __pyx_L4_unpacking_done;
+    __pyx_L3_unpacking_failed:;
+    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+    __pyx_t_7 = NULL;
+    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+    __PYX_ERR(0, 61, __pyx_L1_error)
+    __pyx_L4_unpacking_done:;
+  }
+  __pyx_t_8 = __Pyx_PyInt_As_int(__pyx_t_2); if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 61, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+  __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 61, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+  __pyx_t_10 = __Pyx_PyInt_As_int(__pyx_t_5); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 61, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+  __pyx_v_xs = __pyx_t_8;
+  __pyx_v_ys = __pyx_t_9;
+  __pyx_v_zs = __pyx_t_4;
+  __pyx_t_4 = 0;
+  __pyx_v_num_phases = __pyx_t_10;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":63
+ *     xs, ys, zs, num_phases = c.shape
+ * 
+ *     for z in range(zs):             # <<<<<<<<<<<<<<
+ *         for y in range(ys):
+ *             for x in range(xs):
+ */
+  __pyx_t_11 = __Pyx_PyInt_As_long(__pyx_v_zs); if (unlikely((__pyx_t_11 == (long)-1) && PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L1_error)
+  __pyx_t_12 = __pyx_t_11;
+  for (__pyx_t_10 = 0; __pyx_t_10 < __pyx_t_12; __pyx_t_10+=1) {
+    __pyx_v_z = __pyx_t_10;
+
+    /* "lbmpy/phasefield/simplex_projection.pyx":64
+ * 
+ *     for z in range(zs):
+ *         for y in range(ys):             # <<<<<<<<<<<<<<
+ *             for x in range(xs):
+ *                 local_phases = num_phases
+ */
+    __pyx_t_9 = __pyx_v_ys;
+    __pyx_t_8 = __pyx_t_9;
+    for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_8; __pyx_t_13+=1) {
+      __pyx_v_y = __pyx_t_13;
+
+      /* "lbmpy/phasefield/simplex_projection.pyx":65
+ *     for z in range(zs):
+ *         for y in range(ys):
+ *             for x in range(xs):             # <<<<<<<<<<<<<<
+ *                 local_phases = num_phases
+ * 
+ */
+      __pyx_t_14 = __pyx_v_xs;
+      __pyx_t_15 = __pyx_t_14;
+      for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_15; __pyx_t_16+=1) {
+        __pyx_v_x = __pyx_t_16;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":66
+ *         for y in range(ys):
+ *             for x in range(xs):
+ *                 local_phases = num_phases             # <<<<<<<<<<<<<<
+ * 
+ *                 ## Mark zero phases
+ */
+        __pyx_v_local_phases = __pyx_v_num_phases;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":69
+ * 
+ *                 ## Mark zero phases
+ *                 for a in range(num_phases):             # <<<<<<<<<<<<<<
+ *                     if  -threshold < c[x, y, z, a] < threshold:
+ *                         local_phases -= 1
+ */
+        __pyx_t_17 = __pyx_v_num_phases;
+        __pyx_t_18 = __pyx_t_17;
+        for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19+=1) {
+          __pyx_v_a = __pyx_t_19;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":70
+ *                 ## Mark zero phases
+ *                 for a in range(num_phases):
+ *                     if  -threshold < c[x, y, z, a] < threshold:             # <<<<<<<<<<<<<<
+ *                         local_phases -= 1
+ *                         handled_mask |= (1 << a)
+ */
+          __pyx_t_20 = __pyx_v_x;
+          __pyx_t_21 = __pyx_v_y;
+          __pyx_t_22 = __pyx_v_z;
+          __pyx_t_23 = __pyx_v_a;
+          __pyx_t_24 = (*__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_23, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets));
+          __pyx_t_25 = ((-__pyx_v_threshold) < __pyx_t_24);
+          if (__pyx_t_25) {
+            __pyx_t_25 = (__pyx_t_24 < __pyx_v_threshold);
+          }
+          if (__pyx_t_25) {
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":71
+ *                 for a in range(num_phases):
+ *                     if  -threshold < c[x, y, z, a] < threshold:
+ *                         local_phases -= 1             # <<<<<<<<<<<<<<
+ *                         handled_mask |= (1 << a)
+ *                         c[x, y, z, a] = 0
+ */
+            __pyx_v_local_phases = (__pyx_v_local_phases - 1);
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":72
+ *                     if  -threshold < c[x, y, z, a] < threshold:
+ *                         local_phases -= 1
+ *                         handled_mask |= (1 << a)             # <<<<<<<<<<<<<<
+ *                         c[x, y, z, a] = 0
+ * 
+ */
+            __pyx_v_handled_mask = (__pyx_v_handled_mask | (1 << __pyx_v_a));
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":73
+ *                         local_phases -= 1
+ *                         handled_mask |= (1 << a)
+ *                         c[x, y, z, a] = 0             # <<<<<<<<<<<<<<
+ * 
+ *                 # Distribute negative phases to others
+ */
+            __pyx_t_23 = __pyx_v_x;
+            __pyx_t_22 = __pyx_v_y;
+            __pyx_t_21 = __pyx_v_z;
+            __pyx_t_20 = __pyx_v_a;
+            *__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_20, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets) = 0.0;
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":70
+ *                 ## Mark zero phases
+ *                 for a in range(num_phases):
+ *                     if  -threshold < c[x, y, z, a] < threshold:             # <<<<<<<<<<<<<<
+ *                         local_phases -= 1
+ *                         handled_mask |= (1 << a)
+ */
+          }
+        }
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":76
+ * 
+ *                 # Distribute negative phases to others
+ *                 a = 0             # <<<<<<<<<<<<<<
+ *                 while a < num_phases:
+ *                     if c[x, y, z, a] < 0.0:
+ */
+        __pyx_v_a = 0;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":77
+ *                 # Distribute negative phases to others
+ *                 a = 0
+ *                 while a < num_phases:             # <<<<<<<<<<<<<<
+ *                     if c[x, y, z, a] < 0.0:
+ *                         handled_mask |= (1 << a)
+ */
+        while (1) {
+          __pyx_t_25 = (__pyx_v_a < __pyx_v_num_phases);
+          if (!__pyx_t_25) break;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":78
+ *                 a = 0
+ *                 while a < num_phases:
+ *                     if c[x, y, z, a] < 0.0:             # <<<<<<<<<<<<<<
+ *                         handled_mask |= (1 << a)
+ *                         local_phases -= 1
+ */
+          __pyx_t_20 = __pyx_v_x;
+          __pyx_t_21 = __pyx_v_y;
+          __pyx_t_22 = __pyx_v_z;
+          __pyx_t_23 = __pyx_v_a;
+          __pyx_t_25 = ((*__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_23, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets)) < 0.0);
+          if (__pyx_t_25) {
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":79
+ *                 while a < num_phases:
+ *                     if c[x, y, z, a] < 0.0:
+ *                         handled_mask |= (1 << a)             # <<<<<<<<<<<<<<
+ *                         local_phases -= 1
+ *                         for b in range(num_phases): # distribute to unhandled phases
+ */
+            __pyx_v_handled_mask = (__pyx_v_handled_mask | (1 << __pyx_v_a));
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":80
+ *                     if c[x, y, z, a] < 0.0:
+ *                         handled_mask |= (1 << a)
+ *                         local_phases -= 1             # <<<<<<<<<<<<<<
+ *                         for b in range(num_phases): # distribute to unhandled phases
+ *                             if handled_mask & (1 << b) == 0:
+ */
+            __pyx_v_local_phases = (__pyx_v_local_phases - 1);
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":81
+ *                         handled_mask |= (1 << a)
+ *                         local_phases -= 1
+ *                         for b in range(num_phases): # distribute to unhandled phases             # <<<<<<<<<<<<<<
+ *                             if handled_mask & (1 << b) == 0:
+ *                                 c[x, y, z, b] += c[x, y, z, a] / local_phases
+ */
+            __pyx_t_17 = __pyx_v_num_phases;
+            __pyx_t_18 = __pyx_t_17;
+            for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19+=1) {
+              __pyx_v_b = __pyx_t_19;
+
+              /* "lbmpy/phasefield/simplex_projection.pyx":82
+ *                         local_phases -= 1
+ *                         for b in range(num_phases): # distribute to unhandled phases
+ *                             if handled_mask & (1 << b) == 0:             # <<<<<<<<<<<<<<
+ *                                 c[x, y, z, b] += c[x, y, z, a] / local_phases
+ *                         c[x, y, z, a] = 0.0
+ */
+              __pyx_t_25 = ((__pyx_v_handled_mask & (1 << __pyx_v_b)) == 0);
+              if (__pyx_t_25) {
+
+                /* "lbmpy/phasefield/simplex_projection.pyx":83
+ *                         for b in range(num_phases): # distribute to unhandled phases
+ *                             if handled_mask & (1 << b) == 0:
+ *                                 c[x, y, z, b] += c[x, y, z, a] / local_phases             # <<<<<<<<<<<<<<
+ *                         c[x, y, z, a] = 0.0
+ *                         a = -1  # restart loop, since other phases might have become negative
+ */
+                __pyx_t_23 = __pyx_v_x;
+                __pyx_t_22 = __pyx_v_y;
+                __pyx_t_21 = __pyx_v_z;
+                __pyx_t_20 = __pyx_v_a;
+                __pyx_t_26 = __pyx_v_x;
+                __pyx_t_27 = __pyx_v_y;
+                __pyx_t_28 = __pyx_v_z;
+                __pyx_t_29 = __pyx_v_b;
+                *__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_27, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_28, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_29, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets) += ((*__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_20, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets)) / ((double)__pyx_v_local_phases));
+
+                /* "lbmpy/phasefield/simplex_projection.pyx":82
+ *                         local_phases -= 1
+ *                         for b in range(num_phases): # distribute to unhandled phases
+ *                             if handled_mask & (1 << b) == 0:             # <<<<<<<<<<<<<<
+ *                                 c[x, y, z, b] += c[x, y, z, a] / local_phases
+ *                         c[x, y, z, a] = 0.0
+ */
+              }
+            }
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":84
+ *                             if handled_mask & (1 << b) == 0:
+ *                                 c[x, y, z, b] += c[x, y, z, a] / local_phases
+ *                         c[x, y, z, a] = 0.0             # <<<<<<<<<<<<<<
+ *                         a = -1  # restart loop, since other phases might have become negative
+ *                     a += 1
+ */
+            __pyx_t_20 = __pyx_v_x;
+            __pyx_t_21 = __pyx_v_y;
+            __pyx_t_22 = __pyx_v_z;
+            __pyx_t_23 = __pyx_v_a;
+            *__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_23, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets) = 0.0;
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":85
+ *                                 c[x, y, z, b] += c[x, y, z, a] / local_phases
+ *                         c[x, y, z, a] = 0.0
+ *                         a = -1  # restart loop, since other phases might have become negative             # <<<<<<<<<<<<<<
+ *                     a += 1
+ * 
+ */
+            __pyx_v_a = -1;
+
+            /* "lbmpy/phasefield/simplex_projection.pyx":78
+ *                 a = 0
+ *                 while a < num_phases:
+ *                     if c[x, y, z, a] < 0.0:             # <<<<<<<<<<<<<<
+ *                         handled_mask |= (1 << a)
+ *                         local_phases -= 1
+ */
+          }
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":86
+ *                         c[x, y, z, a] = 0.0
+ *                         a = -1  # restart loop, since other phases might have become negative
+ *                     a += 1             # <<<<<<<<<<<<<<
+ * 
+ *                 # Normalize phases
+ */
+          __pyx_v_a = (__pyx_v_a + 1);
+        }
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":89
+ * 
+ *                 # Normalize phases
+ *                 phase_sum = 0.0             # <<<<<<<<<<<<<<
+ *                 for a in range(num_phases):
+ *                     phase_sum += c[x, y, z, a]
+ */
+        __pyx_v_phase_sum = 0.0;
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":90
+ *                 # Normalize phases
+ *                 phase_sum = 0.0
+ *                 for a in range(num_phases):             # <<<<<<<<<<<<<<
+ *                     phase_sum += c[x, y, z, a]
+ * 
+ */
+        __pyx_t_17 = __pyx_v_num_phases;
+        __pyx_t_18 = __pyx_t_17;
+        for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19+=1) {
+          __pyx_v_a = __pyx_t_19;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":91
+ *                 phase_sum = 0.0
+ *                 for a in range(num_phases):
+ *                     phase_sum += c[x, y, z, a]             # <<<<<<<<<<<<<<
+ * 
+ *                 for a in range(num_phases):
+ */
+          __pyx_t_23 = __pyx_v_x;
+          __pyx_t_22 = __pyx_v_y;
+          __pyx_t_21 = __pyx_v_z;
+          __pyx_t_20 = __pyx_v_a;
+          __pyx_v_phase_sum = (__pyx_v_phase_sum + (*__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_20, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets)));
+        }
+
+        /* "lbmpy/phasefield/simplex_projection.pyx":93
+ *                     phase_sum += c[x, y, z, a]
+ * 
+ *                 for a in range(num_phases):             # <<<<<<<<<<<<<<
+ *                     c[x, y, z, a] /= phase_sum
+ */
+        __pyx_t_17 = __pyx_v_num_phases;
+        __pyx_t_18 = __pyx_t_17;
+        for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19+=1) {
+          __pyx_v_a = __pyx_t_19;
+
+          /* "lbmpy/phasefield/simplex_projection.pyx":94
+ * 
+ *                 for a in range(num_phases):
+ *                     c[x, y, z, a] /= phase_sum             # <<<<<<<<<<<<<<
+ */
+          __pyx_t_20 = __pyx_v_x;
+          __pyx_t_21 = __pyx_v_y;
+          __pyx_t_22 = __pyx_v_z;
+          __pyx_t_23 = __pyx_v_a;
+          *__Pyx_BufPtrFull4d(double *, __pyx_pybuffernd_c.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_c.diminfo[0].strides, __pyx_pybuffernd_c.diminfo[0].suboffsets, __pyx_t_21, __pyx_pybuffernd_c.diminfo[1].strides, __pyx_pybuffernd_c.diminfo[1].suboffsets, __pyx_t_22, __pyx_pybuffernd_c.diminfo[2].strides, __pyx_pybuffernd_c.diminfo[2].suboffsets, __pyx_t_23, __pyx_pybuffernd_c.diminfo[3].strides, __pyx_pybuffernd_c.diminfo[3].suboffsets) /= __pyx_v_phase_sum;
+        }
+      }
+    }
+  }
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":52
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+
+  /* function exit code */
+  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+  goto __pyx_L0;
+  __pyx_L1_error:;
+  __Pyx_XDECREF(__pyx_t_1);
+  __Pyx_XDECREF(__pyx_t_2);
+  __Pyx_XDECREF(__pyx_t_3);
+  __Pyx_XDECREF(__pyx_t_4);
+  __Pyx_XDECREF(__pyx_t_5);
+  __Pyx_XDECREF(__pyx_t_6);
+  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
+    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_c.rcbuffer->pybuffer);
+  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+  __Pyx_AddTraceback("lbmpy.phasefield.simplex_projection.simplex_projection_3d", __pyx_clineno, __pyx_lineno, __pyx_filename);
+  __pyx_r = NULL;
+  goto __pyx_L2;
+  __pyx_L0:;
+  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_c.rcbuffer->pybuffer);
+  __pyx_L2:;
+  __Pyx_XDECREF(__pyx_v_zs);
+  __Pyx_XGIVEREF(__pyx_r);
+  __Pyx_RefNannyFinishContext();
+  return __pyx_r;
+}
+
+static PyMethodDef __pyx_methods[] = {
+  {0, 0, 0, 0}
+};
+#ifndef CYTHON_SMALL_CODE
+#if defined(__clang__)
+    #define CYTHON_SMALL_CODE
+#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
+    #define CYTHON_SMALL_CODE __attribute__((cold))
+#else
+    #define CYTHON_SMALL_CODE
+#endif
+#endif
+/* #### Code section: pystring_table ### */
+
+static int __Pyx_CreateStringTabAndInitStrings(void) {
+  __Pyx_StringTabEntry __pyx_string_tab[] = {
+    {&__pyx_n_u_Something, __pyx_k_Something, sizeof(__pyx_k_Something), 0, 1, 0, 1},
+    {&__pyx_n_s_WORKAROUND, __pyx_k_WORKAROUND, sizeof(__pyx_k_WORKAROUND), 0, 0, 1, 1},
+    {&__pyx_n_s__5, __pyx_k__5, sizeof(__pyx_k__5), 0, 0, 1, 1},
+    {&__pyx_n_s_a, __pyx_k_a, sizeof(__pyx_k_a), 0, 0, 1, 1},
+    {&__pyx_n_s_asyncio_coroutines, __pyx_k_asyncio_coroutines, sizeof(__pyx_k_asyncio_coroutines), 0, 0, 1, 1},
+    {&__pyx_n_s_b, __pyx_k_b, sizeof(__pyx_k_b), 0, 0, 1, 1},
+    {&__pyx_n_s_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 0, 1, 1},
+    {&__pyx_n_s_cline_in_traceback, __pyx_k_cline_in_traceback, sizeof(__pyx_k_cline_in_traceback), 0, 0, 1, 1},
+    {&__pyx_n_s_handled_mask, __pyx_k_handled_mask, sizeof(__pyx_k_handled_mask), 0, 0, 1, 1},
+    {&__pyx_n_s_is_coroutine, __pyx_k_is_coroutine, sizeof(__pyx_k_is_coroutine), 0, 0, 1, 1},
+    {&__pyx_kp_s_lbmpy_phasefield_simplex_project, __pyx_k_lbmpy_phasefield_simplex_project, sizeof(__pyx_k_lbmpy_phasefield_simplex_project), 0, 0, 1, 0},
+    {&__pyx_n_s_lbmpy_phasefield_simplex_project_2, __pyx_k_lbmpy_phasefield_simplex_project_2, sizeof(__pyx_k_lbmpy_phasefield_simplex_project_2), 0, 0, 1, 1},
+    {&__pyx_n_s_local_phases, __pyx_k_local_phases, sizeof(__pyx_k_local_phases), 0, 0, 1, 1},
+    {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
+    {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
+    {&__pyx_n_s_num_phases, __pyx_k_num_phases, sizeof(__pyx_k_num_phases), 0, 0, 1, 1},
+    {&__pyx_n_s_phase_sum, __pyx_k_phase_sum, sizeof(__pyx_k_phase_sum), 0, 0, 1, 1},
+    {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
+    {&__pyx_n_s_shape, __pyx_k_shape, sizeof(__pyx_k_shape), 0, 0, 1, 1},
+    {&__pyx_n_s_simplex_projection_2d, __pyx_k_simplex_projection_2d, sizeof(__pyx_k_simplex_projection_2d), 0, 0, 1, 1},
+    {&__pyx_n_s_simplex_projection_3d, __pyx_k_simplex_projection_3d, sizeof(__pyx_k_simplex_projection_3d), 0, 0, 1, 1},
+    {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
+    {&__pyx_n_s_threshold, __pyx_k_threshold, sizeof(__pyx_k_threshold), 0, 0, 1, 1},
+    {&__pyx_n_s_x, __pyx_k_x, sizeof(__pyx_k_x), 0, 0, 1, 1},
+    {&__pyx_n_s_xs, __pyx_k_xs, sizeof(__pyx_k_xs), 0, 0, 1, 1},
+    {&__pyx_n_s_y, __pyx_k_y, sizeof(__pyx_k_y), 0, 0, 1, 1},
+    {&__pyx_n_s_ys, __pyx_k_ys, sizeof(__pyx_k_ys), 0, 0, 1, 1},
+    {&__pyx_n_s_z, __pyx_k_z, sizeof(__pyx_k_z), 0, 0, 1, 1},
+    {&__pyx_n_s_zs, __pyx_k_zs, sizeof(__pyx_k_zs), 0, 0, 1, 1},
+    {0, 0, 0, 0, 0, 0, 0}
+  };
+  return __Pyx_InitStrings(__pyx_string_tab);
+}
+/* #### Code section: cached_builtins ### */
+static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) {
+  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 19, __pyx_L1_error)
+  return 0;
+  __pyx_L1_error:;
+  return -1;
+}
+/* #### Code section: cached_constants ### */
+
+static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":8
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+  __pyx_tuple_ = PyTuple_Pack(12, __pyx_n_s_c, __pyx_n_s_xs, __pyx_n_s_ys, __pyx_n_s_num_phases, __pyx_n_s_x, __pyx_n_s_y, __pyx_n_s_a, __pyx_n_s_b, __pyx_n_s_local_phases, __pyx_n_s_handled_mask, __pyx_n_s_threshold, __pyx_n_s_phase_sum); if (unlikely(!__pyx_tuple_)) __PYX_ERR(0, 8, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_tuple_);
+  __Pyx_GIVEREF(__pyx_tuple_);
+  __pyx_codeobj__2 = (PyObject*)__Pyx_PyCode_New(1, 0, 0, 12, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple_, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_lbmpy_phasefield_simplex_project, __pyx_n_s_simplex_projection_2d, 8, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__2)) __PYX_ERR(0, 8, __pyx_L1_error)
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":52
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+  __pyx_tuple__3 = PyTuple_Pack(14, __pyx_n_s_c, __pyx_n_s_xs, __pyx_n_s_ys, __pyx_n_s_num_phases, __pyx_n_s_x, __pyx_n_s_y, __pyx_n_s_z, __pyx_n_s_a, __pyx_n_s_b, __pyx_n_s_local_phases, __pyx_n_s_handled_mask, __pyx_n_s_threshold, __pyx_n_s_phase_sum, __pyx_n_s_zs); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 52, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_tuple__3);
+  __Pyx_GIVEREF(__pyx_tuple__3);
+  __pyx_codeobj__4 = (PyObject*)__Pyx_PyCode_New(1, 0, 0, 14, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__3, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_lbmpy_phasefield_simplex_project, __pyx_n_s_simplex_projection_3d, 52, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__4)) __PYX_ERR(0, 52, __pyx_L1_error)
+  __Pyx_RefNannyFinishContext();
+  return 0;
+  __pyx_L1_error:;
+  __Pyx_RefNannyFinishContext();
+  return -1;
+}
+/* #### Code section: init_constants ### */
+
+static CYTHON_SMALL_CODE int __Pyx_InitConstants(void) {
+  if (__Pyx_CreateStringTabAndInitStrings() < 0) __PYX_ERR(0, 1, __pyx_L1_error);
+  return 0;
+  __pyx_L1_error:;
+  return -1;
+}
+/* #### Code section: init_globals ### */
+
+static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) {
+  return 0;
+}
+/* #### Code section: init_module ### */
+
+static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/
+static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/
+static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/
+static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/
+static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/
+static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/
+static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/
+
+static int __Pyx_modinit_global_init_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_global_init_code", 0);
+  /*--- Global init code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+static int __Pyx_modinit_variable_export_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_export_code", 0);
+  /*--- Variable export code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+static int __Pyx_modinit_function_export_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_function_export_code", 0);
+  /*--- Function export code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+static int __Pyx_modinit_type_init_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_type_init_code", 0);
+  /*--- Type init code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+static int __Pyx_modinit_type_import_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0);
+  /*--- Type import code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+static int __Pyx_modinit_variable_import_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0);
+  /*--- Variable import code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+static int __Pyx_modinit_function_import_code(void) {
+  __Pyx_RefNannyDeclarations
+  __Pyx_RefNannySetupContext("__Pyx_modinit_function_import_code", 0);
+  /*--- Function import code ---*/
+  __Pyx_RefNannyFinishContext();
+  return 0;
+}
+
+
+#if PY_MAJOR_VERSION >= 3
+#if CYTHON_PEP489_MULTI_PHASE_INIT
+static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
+static int __pyx_pymod_exec_simplex_projection(PyObject* module); /*proto*/
+static PyModuleDef_Slot __pyx_moduledef_slots[] = {
+  {Py_mod_create, (void*)__pyx_pymod_create},
+  {Py_mod_exec, (void*)__pyx_pymod_exec_simplex_projection},
+  {0, NULL}
+};
+#endif
+
+#ifdef __cplusplus
+namespace {
+  struct PyModuleDef __pyx_moduledef =
+  #else
+  static struct PyModuleDef __pyx_moduledef =
+  #endif
+  {
+      PyModuleDef_HEAD_INIT,
+      "simplex_projection",
+      0, /* m_doc */
+    #if CYTHON_PEP489_MULTI_PHASE_INIT
+      0, /* m_size */
+    #elif CYTHON_USE_MODULE_STATE
+      sizeof(__pyx_mstate), /* m_size */
+    #else
+      -1, /* m_size */
+    #endif
+      __pyx_methods /* m_methods */,
+    #if CYTHON_PEP489_MULTI_PHASE_INIT
+      __pyx_moduledef_slots, /* m_slots */
+    #else
+      NULL, /* m_reload */
+    #endif
+    #if CYTHON_USE_MODULE_STATE
+      __pyx_m_traverse, /* m_traverse */
+      __pyx_m_clear, /* m_clear */
+      NULL /* m_free */
+    #else
+      NULL, /* m_traverse */
+      NULL, /* m_clear */
+      NULL /* m_free */
+    #endif
+  };
+  #ifdef __cplusplus
+} /* anonymous namespace */
+#endif
+#endif
+
+#ifndef CYTHON_NO_PYINIT_EXPORT
+#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
+#elif PY_MAJOR_VERSION < 3
+#ifdef __cplusplus
+#define __Pyx_PyMODINIT_FUNC extern "C" void
+#else
+#define __Pyx_PyMODINIT_FUNC void
+#endif
+#else
+#ifdef __cplusplus
+#define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
+#else
+#define __Pyx_PyMODINIT_FUNC PyObject *
+#endif
+#endif
+
+
+#if PY_MAJOR_VERSION < 3
+__Pyx_PyMODINIT_FUNC initsimplex_projection(void) CYTHON_SMALL_CODE; /*proto*/
+__Pyx_PyMODINIT_FUNC initsimplex_projection(void)
+#else
+__Pyx_PyMODINIT_FUNC PyInit_simplex_projection(void) CYTHON_SMALL_CODE; /*proto*/
+__Pyx_PyMODINIT_FUNC PyInit_simplex_projection(void)
+#if CYTHON_PEP489_MULTI_PHASE_INIT
+{
+  return PyModuleDef_Init(&__pyx_moduledef);
+}
+static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) {
+    #if PY_VERSION_HEX >= 0x030700A1
+    static PY_INT64_T main_interpreter_id = -1;
+    PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp);
+    if (main_interpreter_id == -1) {
+        main_interpreter_id = current_id;
+        return (unlikely(current_id == -1)) ? -1 : 0;
+    } else if (unlikely(main_interpreter_id != current_id))
+    #else
+    static PyInterpreterState *main_interpreter = NULL;
+    PyInterpreterState *current_interpreter = PyThreadState_Get()->interp;
+    if (!main_interpreter) {
+        main_interpreter = current_interpreter;
+    } else if (unlikely(main_interpreter != current_interpreter))
+    #endif
+    {
+        PyErr_SetString(
+            PyExc_ImportError,
+            "Interpreter change detected - this module can only be loaded into one interpreter per process.");
+        return -1;
+    }
+    return 0;
+}
+#if CYTHON_COMPILING_IN_LIMITED_API
+static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *module, const char* from_name, const char* to_name, int allow_none)
+#else
+static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *moddict, const char* from_name, const char* to_name, int allow_none)
+#endif
+{
+    PyObject *value = PyObject_GetAttrString(spec, from_name);
+    int result = 0;
+    if (likely(value)) {
+        if (allow_none || value != Py_None) {
+#if CYTHON_COMPILING_IN_LIMITED_API
+            result = PyModule_AddObject(module, to_name, value);
+#else
+            result = PyDict_SetItemString(moddict, to_name, value);
+#endif
+        }
+        Py_DECREF(value);
+    } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) {
+        PyErr_Clear();
+    } else {
+        result = -1;
+    }
+    return result;
+}
+static CYTHON_SMALL_CODE PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def) {
+    PyObject *module = NULL, *moddict, *modname;
+    CYTHON_UNUSED_VAR(def);
+    if (__Pyx_check_single_interpreter())
+        return NULL;
+    if (__pyx_m)
+        return __Pyx_NewRef(__pyx_m);
+    modname = PyObject_GetAttrString(spec, "name");
+    if (unlikely(!modname)) goto bad;
+    module = PyModule_NewObject(modname);
+    Py_DECREF(modname);
+    if (unlikely(!module)) goto bad;
+#if CYTHON_COMPILING_IN_LIMITED_API
+    moddict = module;
+#else
+    moddict = PyModule_GetDict(module);
+    if (unlikely(!moddict)) goto bad;
+#endif
+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "loader", "__loader__", 1) < 0)) goto bad;
+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad;
+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad;
+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad;
+    return module;
+bad:
+    Py_XDECREF(module);
+    return NULL;
+}
+
+
+static CYTHON_SMALL_CODE int __pyx_pymod_exec_simplex_projection(PyObject *__pyx_pyinit_module)
+#endif
+#endif
+{
+  int stringtab_initialized = 0;
+  #if CYTHON_USE_MODULE_STATE
+  int pystate_addmodule_run = 0;
+  #endif
+  PyObject *__pyx_t_1 = NULL;
+  PyObject *__pyx_t_2 = NULL;
+  int __pyx_lineno = 0;
+  const char *__pyx_filename = NULL;
+  int __pyx_clineno = 0;
+  __Pyx_RefNannyDeclarations
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+  if (__pyx_m) {
+    if (__pyx_m == __pyx_pyinit_module) return 0;
+    PyErr_SetString(PyExc_RuntimeError, "Module 'simplex_projection' has already been imported. Re-initialisation is not supported.");
+    return -1;
+  }
+  #elif PY_MAJOR_VERSION >= 3
+  if (__pyx_m) return __Pyx_NewRef(__pyx_m);
+  #endif
+  /*--- Module creation code ---*/
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+  __pyx_m = __pyx_pyinit_module;
+  Py_INCREF(__pyx_m);
+  #else
+  #if PY_MAJOR_VERSION < 3
+  __pyx_m = Py_InitModule4("simplex_projection", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
+  if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
+  #elif CYTHON_USE_MODULE_STATE
+  __pyx_t_1 = PyModule_Create(&__pyx_moduledef); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error)
+  {
+    int add_module_result = PyState_AddModule(__pyx_t_1, &__pyx_moduledef);
+    __pyx_t_1 = 0; /* transfer ownership from __pyx_t_1 to simplex_projection pseudovariable */
+    if (unlikely((add_module_result < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
+    pystate_addmodule_run = 1;
+  }
+  #else
+  __pyx_m = PyModule_Create(&__pyx_moduledef);
+  if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  #endif
+  CYTHON_UNUSED_VAR(__pyx_t_1);
+  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error)
+  Py_INCREF(__pyx_d);
+  __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error)
+  Py_INCREF(__pyx_b);
+  __pyx_cython_runtime = PyImport_AddModule((char *) "cython_runtime"); if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error)
+  Py_INCREF(__pyx_cython_runtime);
+  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #if CYTHON_REFNANNY
+__Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
+if (!__Pyx_RefNanny) {
+  PyErr_Clear();
+  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
+  if (!__Pyx_RefNanny)
+      Py_FatalError("failed to import 'refnanny' module");
+}
+#endif
+  __Pyx_RefNannySetupContext("__Pyx_PyMODINIT_FUNC PyInit_simplex_projection(void)", 0);
+  if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #ifdef __Pxy_PyFrame_Initialize_Offsets
+  __Pxy_PyFrame_Initialize_Offsets();
+  #endif
+  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error)
+  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error)
+  __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error)
+  #ifdef __Pyx_CyFunction_USED
+  if (__pyx_CyFunction_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  #ifdef __Pyx_FusedFunction_USED
+  if (__pyx_FusedFunction_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  #ifdef __Pyx_Coroutine_USED
+  if (__pyx_Coroutine_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  #ifdef __Pyx_Generator_USED
+  if (__pyx_Generator_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  #ifdef __Pyx_AsyncGen_USED
+  if (__pyx_AsyncGen_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  #ifdef __Pyx_StopAsyncIteration_USED
+  if (__pyx_StopAsyncIteration_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  /*--- Library function declarations ---*/
+  /*--- Threads initialization code ---*/
+  #if defined(WITH_THREAD) && PY_VERSION_HEX < 0x030700F0 && defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
+  PyEval_InitThreads();
+  #endif
+  /*--- Initialize various global constants etc. ---*/
+  if (__Pyx_InitConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  stringtab_initialized = 1;
+  if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
+  if (__Pyx_init_sys_getdefaultencoding_params() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+  if (__pyx_module_is_main_lbmpy__phasefield__simplex_projection) {
+    if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  }
+  #if PY_MAJOR_VERSION >= 3
+  {
+    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
+    if (!PyDict_GetItemString(modules, "lbmpy.phasefield.simplex_projection")) {
+      if (unlikely((PyDict_SetItemString(modules, "lbmpy.phasefield.simplex_projection", __pyx_m) < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
+    }
+  }
+  #endif
+  /*--- Builtin init code ---*/
+  if (__Pyx_InitCachedBuiltins() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  /*--- Constants init code ---*/
+  if (__Pyx_InitCachedConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  /*--- Global type/function init code ---*/
+  (void)__Pyx_modinit_global_init_code();
+  (void)__Pyx_modinit_variable_export_code();
+  (void)__Pyx_modinit_function_export_code();
+  (void)__Pyx_modinit_type_init_code();
+  (void)__Pyx_modinit_type_import_code();
+  (void)__Pyx_modinit_variable_import_code();
+  (void)__Pyx_modinit_function_import_code();
+  /*--- Execution code ---*/
+  #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
+  if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  #endif
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":3
+ * # Workaround for cython bug
+ * # see https://stackoverflow.com/questions/8024805/cython-compiled-c-extension-importerror-dynamic-module-does-not-define-init-fu
+ * WORKAROUND = "Something"             # <<<<<<<<<<<<<<
+ * 
+ * import cython
+ */
+  if (PyDict_SetItem(__pyx_d, __pyx_n_s_WORKAROUND, __pyx_n_u_Something) < 0) __PYX_ERR(0, 3, __pyx_L1_error)
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":8
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5lbmpy_10phasefield_18simplex_projection_1simplex_projection_2d, 0, __pyx_n_s_simplex_projection_2d, NULL, __pyx_n_s_lbmpy_phasefield_simplex_project_2, __pyx_d, ((PyObject *)__pyx_codeobj__2)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 8, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_2);
+  if (PyDict_SetItem(__pyx_d, __pyx_n_s_simplex_projection_2d, __pyx_t_2) < 0) __PYX_ERR(0, 8, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":52
+ * 
+ * 
+ * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
+ * @cython.wraparound(False)
+ * @cython.cdivision(True)
+ */
+  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5lbmpy_10phasefield_18simplex_projection_3simplex_projection_3d, 0, __pyx_n_s_simplex_projection_3d, NULL, __pyx_n_s_lbmpy_phasefield_simplex_project_2, __pyx_d, ((PyObject *)__pyx_codeobj__4)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 52, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_2);
+  if (PyDict_SetItem(__pyx_d, __pyx_n_s_simplex_projection_3d, __pyx_t_2) < 0) __PYX_ERR(0, 52, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+  /* "lbmpy/phasefield/simplex_projection.pyx":1
+ * # Workaround for cython bug             # <<<<<<<<<<<<<<
+ * # see https://stackoverflow.com/questions/8024805/cython-compiled-c-extension-importerror-dynamic-module-does-not-define-init-fu
+ * WORKAROUND = "Something"
+ */
+  __pyx_t_2 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 1, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_2);
+  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+  /*--- Wrapped vars code ---*/
+
+  goto __pyx_L0;
+  __pyx_L1_error:;
+  __Pyx_XDECREF(__pyx_t_2);
+  if (__pyx_m) {
+    if (__pyx_d && stringtab_initialized) {
+      __Pyx_AddTraceback("init lbmpy.phasefield.simplex_projection", __pyx_clineno, __pyx_lineno, __pyx_filename);
+    }
+    #if !CYTHON_USE_MODULE_STATE
+    Py_CLEAR(__pyx_m);
+    #else
+    Py_DECREF(__pyx_m);
+    if (pystate_addmodule_run) {
+      PyObject *tp, *value, *tb;
+      PyErr_Fetch(&tp, &value, &tb);
+      PyState_RemoveModule(&__pyx_moduledef);
+      PyErr_Restore(tp, value, tb);
+    }
+    #endif
+  } else if (!PyErr_Occurred()) {
+    PyErr_SetString(PyExc_ImportError, "init lbmpy.phasefield.simplex_projection");
+  }
+  __pyx_L0:;
+  __Pyx_RefNannyFinishContext();
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+  return (__pyx_m != NULL) ? 0 : -1;
+  #elif PY_MAJOR_VERSION >= 3
+  return __pyx_m;
+  #else
+  return;
+  #endif
+}
+/* #### Code section: cleanup_globals ### */
+/* #### Code section: cleanup_module ### */
+/* #### Code section: main_method ### */
+/* #### Code section: utility_code_pragmas ### */
+#ifdef _MSC_VER
+#pragma warning( push )
+/* Warning 4127: conditional expression is constant
+ * Cython uses constant conditional expressions to allow in inline functions to be optimized at
+ * compile-time, so this warning is not useful
+ */
+#pragma warning( disable : 4127 )
+#endif
+
+
+
+/* #### Code section: utility_code_def ### */
+
+/* --- Runtime support code --- */
+/* Refnanny */
+#if CYTHON_REFNANNY
+static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
+    PyObject *m = NULL, *p = NULL;
+    void *r = NULL;
+    m = PyImport_ImportModule(modname);
+    if (!m) goto end;
+    p = PyObject_GetAttrString(m, "RefNannyAPI");
+    if (!p) goto end;
+    r = PyLong_AsVoidPtr(p);
+end:
+    Py_XDECREF(p);
+    Py_XDECREF(m);
+    return (__Pyx_RefNannyAPIStruct *)r;
+}
+#endif
+
+/* PyErrExceptionMatches */
+#if CYTHON_FAST_THREAD_STATE
+static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+    Py_ssize_t i, n;
+    n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+    for (i=0; i<n; i++) {
+        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+    }
+#endif
+    for (i=0; i<n; i++) {
+        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
+    }
+    return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
+    int result;
+    PyObject *exc_type;
+#if PY_VERSION_HEX >= 0x030C00A6
+    PyObject *current_exception = tstate->current_exception;
+    if (unlikely(!current_exception)) return 0;
+    exc_type = (PyObject*) Py_TYPE(current_exception);
+    if (exc_type == err) return 1;
+#else
+    exc_type = tstate->curexc_type;
+    if (exc_type == err) return 1;
+    if (unlikely(!exc_type)) return 0;
+#endif
+    #if CYTHON_AVOID_BORROWED_REFS
+    Py_INCREF(exc_type);
+    #endif
+    if (unlikely(PyTuple_Check(err))) {
+        result = __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
+    } else {
+        result = __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
+    }
+    #if CYTHON_AVOID_BORROWED_REFS
+    Py_DECREF(exc_type);
+    #endif
+    return result;
+}
+#endif
+
+/* PyErrFetchRestore */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
+#if PY_VERSION_HEX >= 0x030C00A6
+    PyObject *tmp_value;
+    assert(type == NULL || (value != NULL && type == (PyObject*) Py_TYPE(value)));
+    if (value) {
+        #if CYTHON_COMPILING_IN_CPYTHON
+        if (unlikely(((PyBaseExceptionObject*) value)->traceback != tb))
+        #endif
+            PyException_SetTraceback(value, tb);
+    }
+    tmp_value = tstate->current_exception;
+    tstate->current_exception = value;
+    Py_XDECREF(tmp_value);
+#else
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    tmp_type = tstate->curexc_type;
+    tmp_value = tstate->curexc_value;
+    tmp_tb = tstate->curexc_traceback;
+    tstate->curexc_type = type;
+    tstate->curexc_value = value;
+    tstate->curexc_traceback = tb;
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+#endif
+}
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+#if PY_VERSION_HEX >= 0x030C00A6
+    PyObject* exc_value;
+    exc_value = tstate->current_exception;
+    tstate->current_exception = 0;
+    *value = exc_value;
+    *type = NULL;
+    *tb = NULL;
+    if (exc_value) {
+        *type = (PyObject*) Py_TYPE(exc_value);
+        Py_INCREF(*type);
+        #if CYTHON_COMPILING_IN_CPYTHON
+        *tb = ((PyBaseExceptionObject*) exc_value)->traceback;
+        Py_XINCREF(*tb);
+        #else
+        *tb = PyException_GetTraceback(exc_value);
+        #endif
+    }
+#else
+    *type = tstate->curexc_type;
+    *value = tstate->curexc_value;
+    *tb = tstate->curexc_traceback;
+    tstate->curexc_type = 0;
+    tstate->curexc_value = 0;
+    tstate->curexc_traceback = 0;
+#endif
+}
+#endif
+
+/* PyObjectGetAttrStr */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_getattro))
+        return tp->tp_getattro(obj, attr_name);
+#if PY_MAJOR_VERSION < 3
+    if (likely(tp->tp_getattr))
+        return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
+#endif
+    return PyObject_GetAttr(obj, attr_name);
+}
+#endif
+
+/* PyObjectGetAttrStrNoError */
+static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
+        __Pyx_PyErr_Clear();
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
+    PyObject *result;
+#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
+        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
+    }
+#endif
+    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
+    if (unlikely(!result)) {
+        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
+    }
+    return result;
+}
+
+/* GetBuiltinName */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
+    PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_b, name);
+    if (unlikely(!result) && !PyErr_Occurred()) {
+        PyErr_Format(PyExc_NameError,
+#if PY_MAJOR_VERSION >= 3
+            "name '%U' is not defined", name);
+#else
+            "name '%.200s' is not defined", PyString_AS_STRING(name));
+#endif
+    }
+    return result;
+}
+
+/* TupleAndListFromArray */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
+    PyObject *v;
+    Py_ssize_t i;
+    for (i = 0; i < length; i++) {
+        v = dest[i] = src[i];
+        Py_INCREF(v);
+    }
+}
+static CYTHON_INLINE PyObject *
+__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
+{
+    PyObject *res;
+    if (n <= 0) {
+        Py_INCREF(__pyx_empty_tuple);
+        return __pyx_empty_tuple;
+    }
+    res = PyTuple_New(n);
+    if (unlikely(res == NULL)) return NULL;
+    __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n);
+    return res;
+}
+static CYTHON_INLINE PyObject *
+__Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n)
+{
+    PyObject *res;
+    if (n <= 0) {
+        return PyList_New(0);
+    }
+    res = PyList_New(n);
+    if (unlikely(res == NULL)) return NULL;
+    __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n);
+    return res;
+}
+#endif
+
+/* BytesEquals */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
+    return PyObject_RichCompareBool(s1, s2, equals);
+#else
+    if (s1 == s2) {
+        return (equals == Py_EQ);
+    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+        const char *ps1, *ps2;
+        Py_ssize_t length = PyBytes_GET_SIZE(s1);
+        if (length != PyBytes_GET_SIZE(s2))
+            return (equals == Py_NE);
+        ps1 = PyBytes_AS_STRING(s1);
+        ps2 = PyBytes_AS_STRING(s2);
+        if (ps1[0] != ps2[0]) {
+            return (equals == Py_NE);
+        } else if (length == 1) {
+            return (equals == Py_EQ);
+        } else {
+            int result;
+#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
+            Py_hash_t hash1, hash2;
+            hash1 = ((PyBytesObject*)s1)->ob_shash;
+            hash2 = ((PyBytesObject*)s2)->ob_shash;
+            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+                return (equals == Py_NE);
+            }
+#endif
+            result = memcmp(ps1, ps2, (size_t)length);
+            return (equals == Py_EQ) ? (result == 0) : (result != 0);
+        }
+    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+        return (equals == Py_NE);
+    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+        return (equals == Py_NE);
+    } else {
+        int result;
+        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+        if (!py_result)
+            return -1;
+        result = __Pyx_PyObject_IsTrue(py_result);
+        Py_DECREF(py_result);
+        return result;
+    }
+#endif
+}
+
+/* UnicodeEquals */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
+    return PyObject_RichCompareBool(s1, s2, equals);
+#else
+#if PY_MAJOR_VERSION < 3
+    PyObject* owned_ref = NULL;
+#endif
+    int s1_is_unicode, s2_is_unicode;
+    if (s1 == s2) {
+        goto return_eq;
+    }
+    s1_is_unicode = PyUnicode_CheckExact(s1);
+    s2_is_unicode = PyUnicode_CheckExact(s2);
+#if PY_MAJOR_VERSION < 3
+    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
+        owned_ref = PyUnicode_FromObject(s2);
+        if (unlikely(!owned_ref))
+            return -1;
+        s2 = owned_ref;
+        s2_is_unicode = 1;
+    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
+        owned_ref = PyUnicode_FromObject(s1);
+        if (unlikely(!owned_ref))
+            return -1;
+        s1 = owned_ref;
+        s1_is_unicode = 1;
+    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
+        return __Pyx_PyBytes_Equals(s1, s2, equals);
+    }
+#endif
+    if (s1_is_unicode & s2_is_unicode) {
+        Py_ssize_t length;
+        int kind;
+        void *data1, *data2;
+        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
+            return -1;
+        length = __Pyx_PyUnicode_GET_LENGTH(s1);
+        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
+            goto return_ne;
+        }
+#if CYTHON_USE_UNICODE_INTERNALS
+        {
+            Py_hash_t hash1, hash2;
+        #if CYTHON_PEP393_ENABLED
+            hash1 = ((PyASCIIObject*)s1)->hash;
+            hash2 = ((PyASCIIObject*)s2)->hash;
+        #else
+            hash1 = ((PyUnicodeObject*)s1)->hash;
+            hash2 = ((PyUnicodeObject*)s2)->hash;
+        #endif
+            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+                goto return_ne;
+            }
+        }
+#endif
+        kind = __Pyx_PyUnicode_KIND(s1);
+        if (kind != __Pyx_PyUnicode_KIND(s2)) {
+            goto return_ne;
+        }
+        data1 = __Pyx_PyUnicode_DATA(s1);
+        data2 = __Pyx_PyUnicode_DATA(s2);
+        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
+            goto return_ne;
+        } else if (length == 1) {
+            goto return_eq;
+        } else {
+            int result = memcmp(data1, data2, (size_t)(length * kind));
+            #if PY_MAJOR_VERSION < 3
+            Py_XDECREF(owned_ref);
+            #endif
+            return (equals == Py_EQ) ? (result == 0) : (result != 0);
+        }
+    } else if ((s1 == Py_None) & s2_is_unicode) {
+        goto return_ne;
+    } else if ((s2 == Py_None) & s1_is_unicode) {
+        goto return_ne;
+    } else {
+        int result;
+        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+        #if PY_MAJOR_VERSION < 3
+        Py_XDECREF(owned_ref);
+        #endif
+        if (!py_result)
+            return -1;
+        result = __Pyx_PyObject_IsTrue(py_result);
+        Py_DECREF(py_result);
+        return result;
+    }
+return_eq:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(owned_ref);
+    #endif
+    return (equals == Py_EQ);
+return_ne:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(owned_ref);
+    #endif
+    return (equals == Py_NE);
+#endif
+}
+
+/* fastcall */
+#if CYTHON_METH_FASTCALL
+static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s)
+{
+    Py_ssize_t i, n = PyTuple_GET_SIZE(kwnames);
+    for (i = 0; i < n; i++)
+    {
+        if (s == PyTuple_GET_ITEM(kwnames, i)) return kwvalues[i];
+    }
+    for (i = 0; i < n; i++)
+    {
+        int eq = __Pyx_PyUnicode_Equals(s, PyTuple_GET_ITEM(kwnames, i), Py_EQ);
+        if (unlikely(eq != 0)) {
+            if (unlikely(eq < 0)) return NULL;  // error
+            return kwvalues[i];
+        }
+    }
+    return NULL;  // not found (no exception set)
+}
+#endif
+
+/* RaiseDoubleKeywords */
+static void __Pyx_RaiseDoubleKeywordsError(
+    const char* func_name,
+    PyObject* kw_name)
+{
+    PyErr_Format(PyExc_TypeError,
+        #if PY_MAJOR_VERSION >= 3
+        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
+        #else
+        "%s() got multiple values for keyword argument '%s'", func_name,
+        PyString_AsString(kw_name));
+        #endif
+}
+
+/* ParseKeywords */
+static int __Pyx_ParseOptionalKeywords(
+    PyObject *kwds,
+    PyObject *const *kwvalues,
+    PyObject **argnames[],
+    PyObject *kwds2,
+    PyObject *values[],
+    Py_ssize_t num_pos_args,
+    const char* function_name)
+{
+    PyObject *key = 0, *value = 0;
+    Py_ssize_t pos = 0;
+    PyObject*** name;
+    PyObject*** first_kw_arg = argnames + num_pos_args;
+    int kwds_is_tuple = CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds));
+    while (1) {
+        if (kwds_is_tuple) {
+            if (pos >= PyTuple_GET_SIZE(kwds)) break;
+            key = PyTuple_GET_ITEM(kwds, pos);
+            value = kwvalues[pos];
+            pos++;
+        }
+        else
+        {
+            if (!PyDict_Next(kwds, &pos, &key, &value)) break;
+        }
+        name = first_kw_arg;
+        while (*name && (**name != key)) name++;
+        if (*name) {
+            values[name-argnames] = value;
+            continue;
+        }
+        name = first_kw_arg;
+        #if PY_MAJOR_VERSION < 3
+        if (likely(PyString_Check(key))) {
+            while (*name) {
+                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
+                        && _PyString_Eq(**name, key)) {
+                    values[name-argnames] = value;
+                    break;
+                }
+                name++;
+            }
+            if (*name) continue;
+            else {
+                PyObject*** argname = argnames;
+                while (argname != first_kw_arg) {
+                    if ((**argname == key) || (
+                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
+                             && _PyString_Eq(**argname, key))) {
+                        goto arg_passed_twice;
+                    }
+                    argname++;
+                }
+            }
+        } else
+        #endif
+        if (likely(PyUnicode_Check(key))) {
+            while (*name) {
+                int cmp = (
+                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+                    (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+                #endif
+                    PyUnicode_Compare(**name, key)
+                );
+                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+                if (cmp == 0) {
+                    values[name-argnames] = value;
+                    break;
+                }
+                name++;
+            }
+            if (*name) continue;
+            else {
+                PyObject*** argname = argnames;
+                while (argname != first_kw_arg) {
+                    int cmp = (**argname == key) ? 0 :
+                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+                    #endif
+                        PyUnicode_Compare(**argname, key);
+                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+                    if (cmp == 0) goto arg_passed_twice;
+                    argname++;
+                }
+            }
+        } else
+            goto invalid_keyword_type;
+        if (kwds2) {
+            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
+        } else {
+            goto invalid_keyword;
+        }
+    }
+    return 0;
+arg_passed_twice:
+    __Pyx_RaiseDoubleKeywordsError(function_name, key);
+    goto bad;
+invalid_keyword_type:
+    PyErr_Format(PyExc_TypeError,
+        "%.200s() keywords must be strings", function_name);
+    goto bad;
+invalid_keyword:
+    #if PY_MAJOR_VERSION < 3
+    PyErr_Format(PyExc_TypeError,
+        "%.200s() got an unexpected keyword argument '%.200s'",
+        function_name, PyString_AsString(key));
+    #else
+    PyErr_Format(PyExc_TypeError,
+        "%s() got an unexpected keyword argument '%U'",
+        function_name, key);
+    #endif
+bad:
+    return -1;
+}
+
+/* RaiseArgTupleInvalid */
+static void __Pyx_RaiseArgtupleInvalid(
+    const char* func_name,
+    int exact,
+    Py_ssize_t num_min,
+    Py_ssize_t num_max,
+    Py_ssize_t num_found)
+{
+    Py_ssize_t num_expected;
+    const char *more_or_less;
+    if (num_found < num_min) {
+        num_expected = num_min;
+        more_or_less = "at least";
+    } else {
+        num_expected = num_max;
+        more_or_less = "at most";
+    }
+    if (exact) {
+        more_or_less = "exactly";
+    }
+    PyErr_Format(PyExc_TypeError,
+                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
+                 func_name, more_or_less, num_expected,
+                 (num_expected == 1) ? "" : "s", num_found);
+}
+
+/* IsLittleEndian */
+static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
+{
+  union {
+    uint32_t u32;
+    uint8_t u8[4];
+  } S;
+  S.u32 = 0x01020304;
+  return S.u8[0] == 4;
+}
+
+/* BufferFormatCheck */
+static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
+                              __Pyx_BufFmt_StackElem* stack,
+                              __Pyx_TypeInfo* type) {
+  stack[0].field = &ctx->root;
+  stack[0].parent_offset = 0;
+  ctx->root.type = type;
+  ctx->root.name = "buffer dtype";
+  ctx->root.offset = 0;
+  ctx->head = stack;
+  ctx->head->field = &ctx->root;
+  ctx->fmt_offset = 0;
+  ctx->head->parent_offset = 0;
+  ctx->new_packmode = '@';
+  ctx->enc_packmode = '@';
+  ctx->new_count = 1;
+  ctx->enc_count = 0;
+  ctx->enc_type = 0;
+  ctx->is_complex = 0;
+  ctx->is_valid_array = 0;
+  ctx->struct_alignment = 0;
+  while (type->typegroup == 'S') {
+    ++ctx->head;
+    ctx->head->field = type->fields;
+    ctx->head->parent_offset = 0;
+    type = type->fields->type;
+  }
+}
+static int __Pyx_BufFmt_ParseNumber(const char** ts) {
+    int count;
+    const char* t = *ts;
+    if (*t < '0' || *t > '9') {
+      return -1;
+    } else {
+        count = *t++ - '0';
+        while (*t >= '0' && *t <= '9') {
+            count *= 10;
+            count += *t++ - '0';
+        }
+    }
+    *ts = t;
+    return count;
+}
+static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
+    int number = __Pyx_BufFmt_ParseNumber(ts);
+    if (number == -1)
+        PyErr_Format(PyExc_ValueError,\
+                     "Does not understand character buffer dtype format string ('%c')", **ts);
+    return number;
+}
+static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
+  PyErr_Format(PyExc_ValueError,
+               "Unexpected format string character: '%c'", ch);
+}
+static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
+  switch (ch) {
+    case '?': return "'bool'";
+    case 'c': return "'char'";
+    case 'b': return "'signed char'";
+    case 'B': return "'unsigned char'";
+    case 'h': return "'short'";
+    case 'H': return "'unsigned short'";
+    case 'i': return "'int'";
+    case 'I': return "'unsigned int'";
+    case 'l': return "'long'";
+    case 'L': return "'unsigned long'";
+    case 'q': return "'long long'";
+    case 'Q': return "'unsigned long long'";
+    case 'f': return (is_complex ? "'complex float'" : "'float'");
+    case 'd': return (is_complex ? "'complex double'" : "'double'");
+    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
+    case 'T': return "a struct";
+    case 'O': return "Python object";
+    case 'P': return "a pointer";
+    case 's': case 'p': return "a string";
+    case 0: return "end";
+    default: return "unparsable format string";
+  }
+}
+static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
+  switch (ch) {
+    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+    case 'h': case 'H': return 2;
+    case 'i': case 'I': case 'l': case 'L': return 4;
+    case 'q': case 'Q': return 8;
+    case 'f': return (is_complex ? 8 : 4);
+    case 'd': return (is_complex ? 16 : 8);
+    case 'g': {
+      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
+      return 0;
+    }
+    case 'O': case 'P': return sizeof(void*);
+    default:
+      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+      return 0;
+    }
+}
+static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
+  switch (ch) {
+    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+    case 'h': case 'H': return sizeof(short);
+    case 'i': case 'I': return sizeof(int);
+    case 'l': case 'L': return sizeof(long);
+    #ifdef HAVE_LONG_LONG
+    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
+    #endif
+    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
+    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
+    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
+    case 'O': case 'P': return sizeof(void*);
+    default: {
+      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+      return 0;
+    }
+  }
+}
+typedef struct { char c; short x; } __Pyx_st_short;
+typedef struct { char c; int x; } __Pyx_st_int;
+typedef struct { char c; long x; } __Pyx_st_long;
+typedef struct { char c; float x; } __Pyx_st_float;
+typedef struct { char c; double x; } __Pyx_st_double;
+typedef struct { char c; long double x; } __Pyx_st_longdouble;
+typedef struct { char c; void *x; } __Pyx_st_void_p;
+#ifdef HAVE_LONG_LONG
+typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
+#endif
+static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) {
+  CYTHON_UNUSED_VAR(is_complex);
+  switch (ch) {
+    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
+    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
+    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
+#ifdef HAVE_LONG_LONG
+    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
+#endif
+    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
+    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
+    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
+    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
+    default:
+      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+      return 0;
+    }
+}
+/* These are for computing the padding at the end of the struct to align
+   on the first member of the struct. This will probably the same as above,
+   but we don't have any guarantees.
+ */
+typedef struct { short x; char c; } __Pyx_pad_short;
+typedef struct { int x; char c; } __Pyx_pad_int;
+typedef struct { long x; char c; } __Pyx_pad_long;
+typedef struct { float x; char c; } __Pyx_pad_float;
+typedef struct { double x; char c; } __Pyx_pad_double;
+typedef struct { long double x; char c; } __Pyx_pad_longdouble;
+typedef struct { void *x; char c; } __Pyx_pad_void_p;
+#ifdef HAVE_LONG_LONG
+typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
+#endif
+static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, int is_complex) {
+  CYTHON_UNUSED_VAR(is_complex);
+  switch (ch) {
+    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
+    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
+    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
+#ifdef HAVE_LONG_LONG
+    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
+#endif
+    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
+    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
+    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
+    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
+    default:
+      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+      return 0;
+    }
+}
+static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
+  switch (ch) {
+    case 'c':
+        return 'H';
+    case 'b': case 'h': case 'i':
+    case 'l': case 'q': case 's': case 'p':
+        return 'I';
+    case '?': case 'B': case 'H': case 'I': case 'L': case 'Q':
+        return 'U';
+    case 'f': case 'd': case 'g':
+        return (is_complex ? 'C' : 'R');
+    case 'O':
+        return 'O';
+    case 'P':
+        return 'P';
+    default: {
+      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+      return 0;
+    }
+  }
+}
+static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
+  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
+    const char* expected;
+    const char* quote;
+    if (ctx->head == NULL) {
+      expected = "end";
+      quote = "";
+    } else {
+      expected = ctx->head->field->type->name;
+      quote = "'";
+    }
+    PyErr_Format(PyExc_ValueError,
+                 "Buffer dtype mismatch, expected %s%s%s but got %s",
+                 quote, expected, quote,
+                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
+  } else {
+    __Pyx_StructField* field = ctx->head->field;
+    __Pyx_StructField* parent = (ctx->head - 1)->field;
+    PyErr_Format(PyExc_ValueError,
+                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
+                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
+                 parent->type->name, field->name);
+  }
+}
+static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
+  char group;
+  size_t size, offset, arraysize = 1;
+  if (ctx->enc_type == 0) return 0;
+  if (ctx->head->field->type->arraysize[0]) {
+    int i, ndim = 0;
+    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
+        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
+        ndim = 1;
+        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
+            PyErr_Format(PyExc_ValueError,
+                         "Expected a dimension of size %zu, got %zu",
+                         ctx->head->field->type->arraysize[0], ctx->enc_count);
+            return -1;
+        }
+    }
+    if (!ctx->is_valid_array) {
+      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
+                   ctx->head->field->type->ndim, ndim);
+      return -1;
+    }
+    for (i = 0; i < ctx->head->field->type->ndim; i++) {
+      arraysize *= ctx->head->field->type->arraysize[i];
+    }
+    ctx->is_valid_array = 0;
+    ctx->enc_count = 1;
+  }
+  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
+  do {
+    __Pyx_StructField* field = ctx->head->field;
+    __Pyx_TypeInfo* type = field->type;
+    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
+      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
+    } else {
+      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
+    }
+    if (ctx->enc_packmode == '@') {
+      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
+      size_t align_mod_offset;
+      if (align_at == 0) return -1;
+      align_mod_offset = ctx->fmt_offset % align_at;
+      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
+      if (ctx->struct_alignment == 0)
+          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
+                                                                 ctx->is_complex);
+    }
+    if (type->size != size || type->typegroup != group) {
+      if (type->typegroup == 'C' && type->fields != NULL) {
+        size_t parent_offset = ctx->head->parent_offset + field->offset;
+        ++ctx->head;
+        ctx->head->field = type->fields;
+        ctx->head->parent_offset = parent_offset;
+        continue;
+      }
+      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
+      } else {
+          __Pyx_BufFmt_RaiseExpected(ctx);
+          return -1;
+      }
+    }
+    offset = ctx->head->parent_offset + field->offset;
+    if (ctx->fmt_offset != offset) {
+      PyErr_Format(PyExc_ValueError,
+                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
+                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
+      return -1;
+    }
+    ctx->fmt_offset += size;
+    if (arraysize)
+      ctx->fmt_offset += (arraysize - 1) * size;
+    --ctx->enc_count;
+    while (1) {
+      if (field == &ctx->root) {
+        ctx->head = NULL;
+        if (ctx->enc_count != 0) {
+          __Pyx_BufFmt_RaiseExpected(ctx);
+          return -1;
+        }
+        break;
+      }
+      ctx->head->field = ++field;
+      if (field->type == NULL) {
+        --ctx->head;
+        field = ctx->head->field;
+        continue;
+      } else if (field->type->typegroup == 'S') {
+        size_t parent_offset = ctx->head->parent_offset + field->offset;
+        if (field->type->fields->type == NULL) continue;
+        field = field->type->fields;
+        ++ctx->head;
+        ctx->head->field = field;
+        ctx->head->parent_offset = parent_offset;
+        break;
+      } else {
+        break;
+      }
+    }
+  } while (ctx->enc_count);
+  ctx->enc_type = 0;
+  ctx->is_complex = 0;
+  return 0;
+}
+static PyObject *
+__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
+{
+    const char *ts = *tsp;
+    int i = 0, number, ndim;
+    ++ts;
+    if (ctx->new_count != 1) {
+        PyErr_SetString(PyExc_ValueError,
+                        "Cannot handle repeated arrays in format string");
+        return NULL;
+    }
+    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+    ndim = ctx->head->field->type->ndim;
+    while (*ts && *ts != ')') {
+        switch (*ts) {
+            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
+            default:  break;
+        }
+        number = __Pyx_BufFmt_ExpectNumber(&ts);
+        if (number == -1) return NULL;
+        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
+            return PyErr_Format(PyExc_ValueError,
+                        "Expected a dimension of size %zu, got %d",
+                        ctx->head->field->type->arraysize[i], number);
+        if (*ts != ',' && *ts != ')')
+            return PyErr_Format(PyExc_ValueError,
+                                "Expected a comma in format string, got '%c'", *ts);
+        if (*ts == ',') ts++;
+        i++;
+    }
+    if (i != ndim)
+        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
+                            ctx->head->field->type->ndim, i);
+    if (!*ts) {
+        PyErr_SetString(PyExc_ValueError,
+                        "Unexpected end of format string, expected ')'");
+        return NULL;
+    }
+    ctx->is_valid_array = 1;
+    ctx->new_count = 1;
+    *tsp = ++ts;
+    return Py_None;
+}
+static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
+  int got_Z = 0;
+  while (1) {
+    switch(*ts) {
+      case 0:
+        if (ctx->enc_type != 0 && ctx->head == NULL) {
+          __Pyx_BufFmt_RaiseExpected(ctx);
+          return NULL;
+        }
+        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+        if (ctx->head != NULL) {
+          __Pyx_BufFmt_RaiseExpected(ctx);
+          return NULL;
+        }
+        return ts;
+      case ' ':
+      case '\r':
+      case '\n':
+        ++ts;
+        break;
+      case '<':
+        if (!__Pyx_Is_Little_Endian()) {
+          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
+          return NULL;
+        }
+        ctx->new_packmode = '=';
+        ++ts;
+        break;
+      case '>':
+      case '!':
+        if (__Pyx_Is_Little_Endian()) {
+          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
+          return NULL;
+        }
+        ctx->new_packmode = '=';
+        ++ts;
+        break;
+      case '=':
+      case '@':
+      case '^':
+        ctx->new_packmode = *ts++;
+        break;
+      case 'T':
+        {
+          const char* ts_after_sub;
+          size_t i, struct_count = ctx->new_count;
+          size_t struct_alignment = ctx->struct_alignment;
+          ctx->new_count = 1;
+          ++ts;
+          if (*ts != '{') {
+            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
+            return NULL;
+          }
+          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+          ctx->enc_type = 0;
+          ctx->enc_count = 0;
+          ctx->struct_alignment = 0;
+          ++ts;
+          ts_after_sub = ts;
+          for (i = 0; i != struct_count; ++i) {
+            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
+            if (!ts_after_sub) return NULL;
+          }
+          ts = ts_after_sub;
+          if (struct_alignment) ctx->struct_alignment = struct_alignment;
+        }
+        break;
+      case '}':
+        {
+          size_t alignment = ctx->struct_alignment;
+          ++ts;
+          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+          ctx->enc_type = 0;
+          if (alignment && ctx->fmt_offset % alignment) {
+            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
+          }
+        }
+        return ts;
+      case 'x':
+        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+        ctx->fmt_offset += ctx->new_count;
+        ctx->new_count = 1;
+        ctx->enc_count = 0;
+        ctx->enc_type = 0;
+        ctx->enc_packmode = ctx->new_packmode;
+        ++ts;
+        break;
+      case 'Z':
+        got_Z = 1;
+        ++ts;
+        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
+          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
+          return NULL;
+        }
+        CYTHON_FALLTHROUGH;
+      case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
+      case 'l': case 'L': case 'q': case 'Q':
+      case 'f': case 'd': case 'g':
+      case 'O': case 'p':
+        if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) &&
+            (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) {
+          ctx->enc_count += ctx->new_count;
+          ctx->new_count = 1;
+          got_Z = 0;
+          ++ts;
+          break;
+        }
+        CYTHON_FALLTHROUGH;
+      case 's':
+        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+        ctx->enc_count = ctx->new_count;
+        ctx->enc_packmode = ctx->new_packmode;
+        ctx->enc_type = *ts;
+        ctx->is_complex = got_Z;
+        ++ts;
+        ctx->new_count = 1;
+        got_Z = 0;
+        break;
+      case ':':
+        ++ts;
+        while(*ts != ':') ++ts;
+        ++ts;
+        break;
+      case '(':
+        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
+        break;
+      default:
+        {
+          int number = __Pyx_BufFmt_ExpectNumber(&ts);
+          if (number == -1) return NULL;
+          ctx->new_count = (size_t)number;
+        }
+    }
+  }
+}
+
+/* BufferGetAndValidate */
+  static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
+  if (unlikely(info->buf == NULL)) return;
+  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
+  __Pyx_ReleaseBuffer(info);
+}
+static void __Pyx_ZeroBuffer(Py_buffer* buf) {
+  buf->buf = NULL;
+  buf->obj = NULL;
+  buf->strides = __Pyx_zeros;
+  buf->shape = __Pyx_zeros;
+  buf->suboffsets = __Pyx_minusones;
+}
+static int __Pyx__GetBufferAndValidate(
+        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
+        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
+{
+  buf->buf = NULL;
+  if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) {
+    __Pyx_ZeroBuffer(buf);
+    return -1;
+  }
+  if (unlikely(buf->ndim != nd)) {
+    PyErr_Format(PyExc_ValueError,
+                 "Buffer has wrong number of dimensions (expected %d, got %d)",
+                 nd, buf->ndim);
+    goto fail;
+  }
+  if (!cast) {
+    __Pyx_BufFmt_Context ctx;
+    __Pyx_BufFmt_Init(&ctx, stack, dtype);
+    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
+  }
+  if (unlikely((size_t)buf->itemsize != dtype->size)) {
+    PyErr_Format(PyExc_ValueError,
+      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
+      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
+      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
+    goto fail;
+  }
+  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
+  return 0;
+fail:;
+  __Pyx_SafeReleaseBuffer(buf);
+  return -1;
+}
+
+/* RaiseTooManyValuesToUnpack */
+  static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
+    PyErr_Format(PyExc_ValueError,
+                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
+}
+
+/* RaiseNeedMoreValuesToUnpack */
+  static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
+    PyErr_Format(PyExc_ValueError,
+                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
+                 index, (index == 1) ? "" : "s");
+}
+
+/* IterFinish */
+  static CYTHON_INLINE int __Pyx_IterFinish(void) {
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    PyObject* exc_type = __Pyx_PyErr_CurrentExceptionType();
+    if (unlikely(exc_type)) {
+        if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)))
+            return -1;
+        __Pyx_PyErr_Clear();
+        return 0;
+    }
+    return 0;
+}
+
+/* UnpackItemEndCheck */
+  static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
+    if (unlikely(retval)) {
+        Py_DECREF(retval);
+        __Pyx_RaiseTooManyValuesError(expected);
+        return -1;
+    }
+    return __Pyx_IterFinish();
+}
+
+
+static CYTHON_INLINE void* __Pyx_BufPtrFull3d_imp(void* buf, Py_ssize_t i0, Py_ssize_t s0, Py_ssize_t o0, Py_ssize_t i1, Py_ssize_t s1, Py_ssize_t o1, Py_ssize_t i2, Py_ssize_t s2, Py_ssize_t o2) {
+  char* ptr = (char*)buf;
+ptr += s0 * i0;
+if (o0 >= 0) ptr = *((char**)ptr) + o0;
+ptr += s1 * i1;
+if (o1 >= 0) ptr = *((char**)ptr) + o1;
+ptr += s2 * i2;
+if (o2 >= 0) ptr = *((char**)ptr) + o2;
+
+return ptr;
+}
+  
+static CYTHON_INLINE void* __Pyx_BufPtrFull4d_imp(void* buf, Py_ssize_t i0, Py_ssize_t s0, Py_ssize_t o0, Py_ssize_t i1, Py_ssize_t s1, Py_ssize_t o1, Py_ssize_t i2, Py_ssize_t s2, Py_ssize_t o2, Py_ssize_t i3, Py_ssize_t s3, Py_ssize_t o3) {
+  char* ptr = (char*)buf;
+ptr += s0 * i0;
+if (o0 >= 0) ptr = *((char**)ptr) + o0;
+ptr += s1 * i1;
+if (o1 >= 0) ptr = *((char**)ptr) + o1;
+ptr += s2 * i2;
+if (o2 >= 0) ptr = *((char**)ptr) + o2;
+ptr += s3 * i3;
+if (o3 >= 0) ptr = *((char**)ptr) + o3;
+
+return ptr;
+}
+  /* FixUpExtensionType */
+  #if CYTHON_USE_TYPE_SPECS
+static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) {
+#if PY_VERSION_HEX > 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+    CYTHON_UNUSED_VAR(spec);
+    CYTHON_UNUSED_VAR(type);
+#else
+    const PyType_Slot *slot = spec->slots;
+    while (slot && slot->slot && slot->slot != Py_tp_members)
+        slot++;
+    if (slot && slot->slot == Py_tp_members) {
+        int changed = 0;
+#if !(PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON)
+        const
+#endif
+            PyMemberDef *memb = (PyMemberDef*) slot->pfunc;
+        while (memb && memb->name) {
+            if (memb->name[0] == '_' && memb->name[1] == '_') {
+#if PY_VERSION_HEX < 0x030900b1
+                if (strcmp(memb->name, "__weaklistoffset__") == 0) {
+                    assert(memb->type == T_PYSSIZET);
+                    assert(memb->flags == READONLY);
+                    type->tp_weaklistoffset = memb->offset;
+                    changed = 1;
+                }
+                else if (strcmp(memb->name, "__dictoffset__") == 0) {
+                    assert(memb->type == T_PYSSIZET);
+                    assert(memb->flags == READONLY);
+                    type->tp_dictoffset = memb->offset;
+                    changed = 1;
+                }
+#if CYTHON_METH_FASTCALL
+                else if (strcmp(memb->name, "__vectorcalloffset__") == 0) {
+                    assert(memb->type == T_PYSSIZET);
+                    assert(memb->flags == READONLY);
+#if PY_VERSION_HEX >= 0x030800b4
+                    type->tp_vectorcall_offset = memb->offset;
+#else
+                    type->tp_print = (printfunc) memb->offset;
+#endif
+                    changed = 1;
+                }
+#endif
+#else
+                if ((0));
+#endif
+#if PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON
+                else if (strcmp(memb->name, "__module__") == 0) {
+                    PyObject *descr;
+                    assert(memb->type == T_OBJECT);
+                    assert(memb->flags == 0 || memb->flags == READONLY);
+                    descr = PyDescr_NewMember(type, memb);
+                    if (unlikely(!descr))
+                        return -1;
+                    if (unlikely(PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr) < 0)) {
+                        Py_DECREF(descr);
+                        return -1;
+                    }
+                    Py_DECREF(descr);
+                    changed = 1;
+                }
+#endif
+            }
+            memb++;
+        }
+        if (changed)
+            PyType_Modified(type);
+    }
+#endif
+    return 0;
+}
+#endif
+
+/* FetchSharedCythonModule */
+  static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
+    PyObject *abi_module = PyImport_AddModule((char*) __PYX_ABI_MODULE_NAME);
+    if (unlikely(!abi_module)) return NULL;
+    Py_INCREF(abi_module);
+    return abi_module;
+}
+
+/* FetchCommonType */
+  static int __Pyx_VerifyCachedType(PyObject *cached_type,
+                               const char *name,
+                               Py_ssize_t basicsize,
+                               Py_ssize_t expected_basicsize) {
+    if (!PyType_Check(cached_type)) {
+        PyErr_Format(PyExc_TypeError,
+            "Shared Cython type %.200s is not a type object", name);
+        return -1;
+    }
+    if (basicsize != expected_basicsize) {
+        PyErr_Format(PyExc_TypeError,
+            "Shared Cython type %.200s has the wrong size, try recompiling",
+            name);
+        return -1;
+    }
+    return 0;
+}
+#if !CYTHON_USE_TYPE_SPECS
+static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
+    PyObject* abi_module;
+    const char* object_name;
+    PyTypeObject *cached_type = NULL;
+    abi_module = __Pyx_FetchSharedCythonABIModule();
+    if (!abi_module) return NULL;
+    object_name = strrchr(type->tp_name, '.');
+    object_name = object_name ? object_name+1 : type->tp_name;
+    cached_type = (PyTypeObject*) PyObject_GetAttrString(abi_module, object_name);
+    if (cached_type) {
+        if (__Pyx_VerifyCachedType(
+              (PyObject *)cached_type,
+              object_name,
+              cached_type->tp_basicsize,
+              type->tp_basicsize) < 0) {
+            goto bad;
+        }
+        goto done;
+    }
+    if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
+    PyErr_Clear();
+    if (PyType_Ready(type) < 0) goto bad;
+    if (PyObject_SetAttrString(abi_module, object_name, (PyObject *)type) < 0)
+        goto bad;
+    Py_INCREF(type);
+    cached_type = type;
+done:
+    Py_DECREF(abi_module);
+    return cached_type;
+bad:
+    Py_XDECREF(cached_type);
+    cached_type = NULL;
+    goto done;
+}
+#else
+static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases) {
+    PyObject *abi_module, *cached_type = NULL;
+    const char* object_name = strrchr(spec->name, '.');
+    object_name = object_name ? object_name+1 : spec->name;
+    abi_module = __Pyx_FetchSharedCythonABIModule();
+    if (!abi_module) return NULL;
+    cached_type = PyObject_GetAttrString(abi_module, object_name);
+    if (cached_type) {
+        Py_ssize_t basicsize;
+#if CYTHON_COMPILING_IN_LIMITED_API
+        PyObject *py_basicsize;
+        py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__");
+        if (unlikely(!py_basicsize)) goto bad;
+        basicsize = PyLong_AsSsize_t(py_basicsize);
+        Py_DECREF(py_basicsize);
+        py_basicsize = 0;
+        if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
+#else
+        basicsize = likely(PyType_Check(cached_type)) ? ((PyTypeObject*) cached_type)->tp_basicsize : -1;
+#endif
+        if (__Pyx_VerifyCachedType(
+              cached_type,
+              object_name,
+              basicsize,
+              spec->basicsize) < 0) {
+            goto bad;
+        }
+        goto done;
+    }
+    if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
+    PyErr_Clear();
+    CYTHON_UNUSED_VAR(module);
+    cached_type = __Pyx_PyType_FromModuleAndSpec(abi_module, spec, bases);
+    if (unlikely(!cached_type)) goto bad;
+    if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad;
+    if (PyObject_SetAttrString(abi_module, object_name, cached_type) < 0) goto bad;
+done:
+    Py_DECREF(abi_module);
+    assert(cached_type == NULL || PyType_Check(cached_type));
+    return (PyTypeObject *) cached_type;
+bad:
+    Py_XDECREF(cached_type);
+    cached_type = NULL;
+    goto done;
+}
+#endif
+
+/* PyVectorcallFastCallDict */
+  #if CYTHON_METH_FASTCALL
+static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
+{
+    PyObject *res = NULL;
+    PyObject *kwnames;
+    PyObject **newargs;
+    PyObject **kwvalues;
+    Py_ssize_t i, pos;
+    size_t j;
+    PyObject *key, *value;
+    unsigned long keys_are_strings;
+    Py_ssize_t nkw = PyDict_GET_SIZE(kw);
+    newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0]));
+    if (unlikely(newargs == NULL)) {
+        PyErr_NoMemory();
+        return NULL;
+    }
+    for (j = 0; j < nargs; j++) newargs[j] = args[j];
+    kwnames = PyTuple_New(nkw);
+    if (unlikely(kwnames == NULL)) {
+        PyMem_Free(newargs);
+        return NULL;
+    }
+    kwvalues = newargs + nargs;
+    pos = i = 0;
+    keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS;
+    while (PyDict_Next(kw, &pos, &key, &value)) {
+        keys_are_strings &= Py_TYPE(key)->tp_flags;
+        Py_INCREF(key);
+        Py_INCREF(value);
+        PyTuple_SET_ITEM(kwnames, i, key);
+        kwvalues[i] = value;
+        i++;
+    }
+    if (unlikely(!keys_are_strings)) {
+        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
+        goto cleanup;
+    }
+    res = vc(func, newargs, nargs, kwnames);
+cleanup:
+    Py_DECREF(kwnames);
+    for (i = 0; i < nkw; i++)
+        Py_DECREF(kwvalues[i]);
+    PyMem_Free(newargs);
+    return res;
+}
+static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
+{
+    if (likely(kw == NULL) || PyDict_GET_SIZE(kw) == 0) {
+        return vc(func, args, nargs, NULL);
+    }
+    return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw);
+}
+#endif
+
+/* CythonFunctionShared */
+  static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) {
+#if PY_VERSION_HEX < 0x030900B1
+    __Pyx_Py_XDECREF_SET(
+        __Pyx_CyFunction_GetClassObj(f),
+            ((classobj) ? __Pyx_NewRef(classobj) : NULL));
+#else
+    __Pyx_Py_XDECREF_SET(
+        ((PyCMethodObject *) (f))->mm_class,
+        (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL));
+#endif
+}
+static PyObject *
+__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure)
+{
+    CYTHON_UNUSED_VAR(closure);
+    if (unlikely(op->func_doc == NULL)) {
+        if (((PyCFunctionObject*)op)->m_ml->ml_doc) {
+#if PY_MAJOR_VERSION >= 3
+            op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
+#else
+            op->func_doc = PyString_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
+#endif
+            if (unlikely(op->func_doc == NULL))
+                return NULL;
+        } else {
+            Py_INCREF(Py_None);
+            return Py_None;
+        }
+    }
+    Py_INCREF(op->func_doc);
+    return op->func_doc;
+}
+static int
+__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+    if (value == NULL) {
+        value = Py_None;
+    }
+    Py_INCREF(value);
+    __Pyx_Py_XDECREF_SET(op->func_doc, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+    if (unlikely(op->func_name == NULL)) {
+#if PY_MAJOR_VERSION >= 3
+        op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
+#else
+        op->func_name = PyString_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
+#endif
+        if (unlikely(op->func_name == NULL))
+            return NULL;
+    }
+    Py_INCREF(op->func_name);
+    return op->func_name;
+}
+static int
+__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+#if PY_MAJOR_VERSION >= 3
+    if (unlikely(value == NULL || !PyUnicode_Check(value)))
+#else
+    if (unlikely(value == NULL || !PyString_Check(value)))
+#endif
+    {
+        PyErr_SetString(PyExc_TypeError,
+                        "__name__ must be set to a string object");
+        return -1;
+    }
+    Py_INCREF(value);
+    __Pyx_Py_XDECREF_SET(op->func_name, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+    Py_INCREF(op->func_qualname);
+    return op->func_qualname;
+}
+static int
+__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+#if PY_MAJOR_VERSION >= 3
+    if (unlikely(value == NULL || !PyUnicode_Check(value)))
+#else
+    if (unlikely(value == NULL || !PyString_Check(value)))
+#endif
+    {
+        PyErr_SetString(PyExc_TypeError,
+                        "__qualname__ must be set to a string object");
+        return -1;
+    }
+    Py_INCREF(value);
+    __Pyx_Py_XDECREF_SET(op->func_qualname, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+    if (unlikely(op->func_dict == NULL)) {
+        op->func_dict = PyDict_New();
+        if (unlikely(op->func_dict == NULL))
+            return NULL;
+    }
+    Py_INCREF(op->func_dict);
+    return op->func_dict;
+}
+static int
+__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+    if (unlikely(value == NULL)) {
+        PyErr_SetString(PyExc_TypeError,
+               "function's dictionary may not be deleted");
+        return -1;
+    }
+    if (unlikely(!PyDict_Check(value))) {
+        PyErr_SetString(PyExc_TypeError,
+               "setting function's dictionary to a non-dict");
+        return -1;
+    }
+    Py_INCREF(value);
+    __Pyx_Py_XDECREF_SET(op->func_dict, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context)
+{
+    CYTHON_UNUSED_VAR(context);
+    Py_INCREF(op->func_globals);
+    return op->func_globals;
+}
+static PyObject *
+__Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context)
+{
+    CYTHON_UNUSED_VAR(op);
+    CYTHON_UNUSED_VAR(context);
+    Py_INCREF(Py_None);
+    return Py_None;
+}
+static PyObject *
+__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context)
+{
+    PyObject* result = (op->func_code) ? op->func_code : Py_None;
+    CYTHON_UNUSED_VAR(context);
+    Py_INCREF(result);
+    return result;
+}
+static int
+__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
+    int result = 0;
+    PyObject *res = op->defaults_getter((PyObject *) op);
+    if (unlikely(!res))
+        return -1;
+    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
+    Py_INCREF(op->defaults_tuple);
+    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
+    Py_INCREF(op->defaults_kwdict);
+    #else
+    op->defaults_tuple = PySequence_ITEM(res, 0);
+    if (unlikely(!op->defaults_tuple)) result = -1;
+    else {
+        op->defaults_kwdict = PySequence_ITEM(res, 1);
+        if (unlikely(!op->defaults_kwdict)) result = -1;
+    }
+    #endif
+    Py_DECREF(res);
+    return result;
+}
+static int
+__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+    CYTHON_UNUSED_VAR(context);
+    if (!value) {
+        value = Py_None;
+    } else if (unlikely(value != Py_None && !PyTuple_Check(value))) {
+        PyErr_SetString(PyExc_TypeError,
+                        "__defaults__ must be set to a tuple object");
+        return -1;
+    }
+    PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not "
+                 "currently affect the values used in function calls", 1);
+    Py_INCREF(value);
+    __Pyx_Py_XDECREF_SET(op->defaults_tuple, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) {
+    PyObject* result = op->defaults_tuple;
+    CYTHON_UNUSED_VAR(context);
+    if (unlikely(!result)) {
+        if (op->defaults_getter) {
+            if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
+            result = op->defaults_tuple;
+        } else {
+            result = Py_None;
+        }
+    }
+    Py_INCREF(result);
+    return result;
+}
+static int
+__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+    CYTHON_UNUSED_VAR(context);
+    if (!value) {
+        value = Py_None;
+    } else if (unlikely(value != Py_None && !PyDict_Check(value))) {
+        PyErr_SetString(PyExc_TypeError,
+                        "__kwdefaults__ must be set to a dict object");
+        return -1;
+    }
+    PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not "
+                 "currently affect the values used in function calls", 1);
+    Py_INCREF(value);
+    __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) {
+    PyObject* result = op->defaults_kwdict;
+    CYTHON_UNUSED_VAR(context);
+    if (unlikely(!result)) {
+        if (op->defaults_getter) {
+            if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
+            result = op->defaults_kwdict;
+        } else {
+            result = Py_None;
+        }
+    }
+    Py_INCREF(result);
+    return result;
+}
+static int
+__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+    CYTHON_UNUSED_VAR(context);
+    if (!value || value == Py_None) {
+        value = NULL;
+    } else if (unlikely(!PyDict_Check(value))) {
+        PyErr_SetString(PyExc_TypeError,
+                        "__annotations__ must be set to a dict object");
+        return -1;
+    }
+    Py_XINCREF(value);
+    __Pyx_Py_XDECREF_SET(op->func_annotations, value);
+    return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) {
+    PyObject* result = op->func_annotations;
+    CYTHON_UNUSED_VAR(context);
+    if (unlikely(!result)) {
+        result = PyDict_New();
+        if (unlikely(!result)) return NULL;
+        op->func_annotations = result;
+    }
+    Py_INCREF(result);
+    return result;
+}
+static PyObject *
+__Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) {
+    int is_coroutine;
+    CYTHON_UNUSED_VAR(context);
+    if (op->func_is_coroutine) {
+        return __Pyx_NewRef(op->func_is_coroutine);
+    }
+    is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE;
+#if PY_VERSION_HEX >= 0x03050000
+    if (is_coroutine) {
+        PyObject *module, *fromlist, *marker = __pyx_n_s_is_coroutine;
+        fromlist = PyList_New(1);
+        if (unlikely(!fromlist)) return NULL;
+        Py_INCREF(marker);
+        PyList_SET_ITEM(fromlist, 0, marker);
+        module = PyImport_ImportModuleLevelObject(__pyx_n_s_asyncio_coroutines, NULL, NULL, fromlist, 0);
+        Py_DECREF(fromlist);
+        if (unlikely(!module)) goto ignore;
+        op->func_is_coroutine = __Pyx_PyObject_GetAttrStr(module, marker);
+        Py_DECREF(module);
+        if (likely(op->func_is_coroutine)) {
+            return __Pyx_NewRef(op->func_is_coroutine);
+        }
+ignore:
+        PyErr_Clear();
+    }
+#endif
+    op->func_is_coroutine = __Pyx_PyBool_FromLong(is_coroutine);
+    return __Pyx_NewRef(op->func_is_coroutine);
+}
+static PyGetSetDef __pyx_CyFunction_getsets[] = {
+    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
+    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
+    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
+    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
+    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
+    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
+    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
+    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
+    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
+    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
+    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
+    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
+    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
+    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
+    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
+    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
+    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
+    {(char *) "_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0},
+    {0, 0, 0, 0, 0}
+};
+static PyMemberDef __pyx_CyFunction_members[] = {
+    {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0},
+#if CYTHON_USE_TYPE_SPECS
+    {(char *) "__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
+#if CYTHON_METH_FASTCALL
+#if CYTHON_BACKPORT_VECTORCALL
+    {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0},
+#else
+    {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0},
+#endif
+#endif
+#if PY_VERSION_HEX < 0x030500A0
+    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0},
+#else
+    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0},
+#endif
+#endif
+    {0, 0, 0,  0, 0}
+};
+static PyObject *
+__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args)
+{
+    CYTHON_UNUSED_VAR(args);
+#if PY_MAJOR_VERSION >= 3
+    Py_INCREF(m->func_qualname);
+    return m->func_qualname;
+#else
+    return PyString_FromString(((PyCFunctionObject*)m)->m_ml->ml_name);
+#endif
+}
+static PyMethodDef __pyx_CyFunction_methods[] = {
+    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
+    {0, 0, 0, 0}
+};
+#if PY_VERSION_HEX < 0x030500A0
+#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
+#else
+#define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->m_weakreflist)
+#endif
+static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
+                                       PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
+    PyCFunctionObject *cf = (PyCFunctionObject*) op;
+    if (unlikely(op == NULL))
+        return NULL;
+    op->flags = flags;
+    __Pyx_CyFunction_weakreflist(op) = NULL;
+    cf->m_ml = ml;
+    cf->m_self = (PyObject *) op;
+    Py_XINCREF(closure);
+    op->func_closure = closure;
+    Py_XINCREF(module);
+    cf->m_module = module;
+    op->func_dict = NULL;
+    op->func_name = NULL;
+    Py_INCREF(qualname);
+    op->func_qualname = qualname;
+    op->func_doc = NULL;
+#if PY_VERSION_HEX < 0x030900B1
+    op->func_classobj = NULL;
+#else
+    ((PyCMethodObject*)op)->mm_class = NULL;
+#endif
+    op->func_globals = globals;
+    Py_INCREF(op->func_globals);
+    Py_XINCREF(code);
+    op->func_code = code;
+    op->defaults_pyobjects = 0;
+    op->defaults_size = 0;
+    op->defaults = NULL;
+    op->defaults_tuple = NULL;
+    op->defaults_kwdict = NULL;
+    op->defaults_getter = NULL;
+    op->func_annotations = NULL;
+    op->func_is_coroutine = NULL;
+#if CYTHON_METH_FASTCALL
+    switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) {
+    case METH_NOARGS:
+        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS;
+        break;
+    case METH_O:
+        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O;
+        break;
+    case METH_METHOD | METH_FASTCALL | METH_KEYWORDS:
+        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD;
+        break;
+    case METH_FASTCALL | METH_KEYWORDS:
+        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS;
+        break;
+    case METH_VARARGS | METH_KEYWORDS:
+        __Pyx_CyFunction_func_vectorcall(op) = NULL;
+        break;
+    default:
+        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
+        Py_DECREF(op);
+        return NULL;
+    }
+#endif
+    return (PyObject *) op;
+}
+static int
+__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
+{
+    Py_CLEAR(m->func_closure);
+    Py_CLEAR(((PyCFunctionObject*)m)->m_module);
+    Py_CLEAR(m->func_dict);
+    Py_CLEAR(m->func_name);
+    Py_CLEAR(m->func_qualname);
+    Py_CLEAR(m->func_doc);
+    Py_CLEAR(m->func_globals);
+    Py_CLEAR(m->func_code);
+#if PY_VERSION_HEX < 0x030900B1
+    Py_CLEAR(__Pyx_CyFunction_GetClassObj(m));
+#else
+    {
+        PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class;
+        ((PyCMethodObject *) (m))->mm_class = NULL;
+        Py_XDECREF(cls);
+    }
+#endif
+    Py_CLEAR(m->defaults_tuple);
+    Py_CLEAR(m->defaults_kwdict);
+    Py_CLEAR(m->func_annotations);
+    Py_CLEAR(m->func_is_coroutine);
+    if (m->defaults) {
+        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
+        int i;
+        for (i = 0; i < m->defaults_pyobjects; i++)
+            Py_XDECREF(pydefaults[i]);
+        PyObject_Free(m->defaults);
+        m->defaults = NULL;
+    }
+    return 0;
+}
+static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
+{
+    if (__Pyx_CyFunction_weakreflist(m) != NULL)
+        PyObject_ClearWeakRefs((PyObject *) m);
+    __Pyx_CyFunction_clear(m);
+    __Pyx_PyHeapTypeObject_GC_Del(m);
+}
+static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
+{
+    PyObject_GC_UnTrack(m);
+    __Pyx__CyFunction_dealloc(m);
+}
+static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
+{
+    Py_VISIT(m->func_closure);
+    Py_VISIT(((PyCFunctionObject*)m)->m_module);
+    Py_VISIT(m->func_dict);
+    Py_VISIT(m->func_name);
+    Py_VISIT(m->func_qualname);
+    Py_VISIT(m->func_doc);
+    Py_VISIT(m->func_globals);
+    Py_VISIT(m->func_code);
+    Py_VISIT(__Pyx_CyFunction_GetClassObj(m));
+    Py_VISIT(m->defaults_tuple);
+    Py_VISIT(m->defaults_kwdict);
+    Py_VISIT(m->func_is_coroutine);
+    if (m->defaults) {
+        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
+        int i;
+        for (i = 0; i < m->defaults_pyobjects; i++)
+            Py_VISIT(pydefaults[i]);
+    }
+    return 0;
+}
+static PyObject*
+__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
+{
+#if PY_MAJOR_VERSION >= 3
+    return PyUnicode_FromFormat("<cyfunction %U at %p>",
+                                op->func_qualname, (void *)op);
+#else
+    return PyString_FromFormat("<cyfunction %s at %p>",
+                               PyString_AsString(op->func_qualname), (void *)op);
+#endif
+}
+static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
+    PyCFunctionObject* f = (PyCFunctionObject*)func;
+    PyCFunction meth = f->m_ml->ml_meth;
+    Py_ssize_t size;
+    switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
+    case METH_VARARGS:
+        if (likely(kw == NULL || PyDict_Size(kw) == 0))
+            return (*meth)(self, arg);
+        break;
+    case METH_VARARGS | METH_KEYWORDS:
+        return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw);
+    case METH_NOARGS:
+        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
+            size = PyTuple_GET_SIZE(arg);
+            if (likely(size == 0))
+                return (*meth)(self, NULL);
+            PyErr_Format(PyExc_TypeError,
+                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
+                f->m_ml->ml_name, size);
+            return NULL;
+        }
+        break;
+    case METH_O:
+        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
+            size = PyTuple_GET_SIZE(arg);
+            if (likely(size == 1)) {
+                PyObject *result, *arg0;
+                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+                arg0 = PyTuple_GET_ITEM(arg, 0);
+                #else
+                arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
+                #endif
+                result = (*meth)(self, arg0);
+                #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
+                Py_DECREF(arg0);
+                #endif
+                return result;
+            }
+            PyErr_Format(PyExc_TypeError,
+                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
+                f->m_ml->ml_name, size);
+            return NULL;
+        }
+        break;
+    default:
+        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
+        return NULL;
+    }
+    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
+                 f->m_ml->ml_name);
+    return NULL;
+}
+static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+    return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
+}
+static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
+    PyObject *result;
+    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
+#if CYTHON_METH_FASTCALL
+     __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc);
+    if (vc) {
+#if CYTHON_ASSUME_SAFE_MACROS
+        return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw);
+#else
+        (void) &__Pyx_PyVectorcall_FastCallDict;
+        return PyVectorcall_Call(func, args, kw);
+#endif
+    }
+#endif
+    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
+        Py_ssize_t argc;
+        PyObject *new_args;
+        PyObject *self;
+        argc = PyTuple_GET_SIZE(args);
+        new_args = PyTuple_GetSlice(args, 1, argc);
+        if (unlikely(!new_args))
+            return NULL;
+        self = PyTuple_GetItem(args, 0);
+        if (unlikely(!self)) {
+            Py_DECREF(new_args);
+#if PY_MAJOR_VERSION > 2
+            PyErr_Format(PyExc_TypeError,
+                         "unbound method %.200S() needs an argument",
+                         cyfunc->func_qualname);
+#else
+            PyErr_SetString(PyExc_TypeError,
+                            "unbound method needs an argument");
+#endif
+            return NULL;
+        }
+        result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
+        Py_DECREF(new_args);
+    } else {
+        result = __Pyx_CyFunction_Call(func, args, kw);
+    }
+    return result;
+}
+#if CYTHON_METH_FASTCALL
+static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames)
+{
+    int ret = 0;
+    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
+        if (unlikely(nargs < 1)) {
+            PyErr_Format(PyExc_TypeError, "%.200s() needs an argument",
+                         ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
+            return -1;
+        }
+        ret = 1;
+    }
+    if (unlikely(kwnames) && unlikely(PyTuple_GET_SIZE(kwnames))) {
+        PyErr_Format(PyExc_TypeError,
+                     "%.200s() takes no keyword arguments", ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
+        return -1;
+    }
+    return ret;
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+#if CYTHON_BACKPORT_VECTORCALL
+    Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+    PyObject *self;
+    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
+    case 1:
+        self = args[0];
+        args += 1;
+        nargs -= 1;
+        break;
+    case 0:
+        self = ((PyCFunctionObject*)cyfunc)->m_self;
+        break;
+    default:
+        return NULL;
+    }
+    if (unlikely(nargs != 0)) {
+        PyErr_Format(PyExc_TypeError,
+            "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
+            def->ml_name, nargs);
+        return NULL;
+    }
+    return def->ml_meth(self, NULL);
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+#if CYTHON_BACKPORT_VECTORCALL
+    Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+    PyObject *self;
+    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
+    case 1:
+        self = args[0];
+        args += 1;
+        nargs -= 1;
+        break;
+    case 0:
+        self = ((PyCFunctionObject*)cyfunc)->m_self;
+        break;
+    default:
+        return NULL;
+    }
+    if (unlikely(nargs != 1)) {
+        PyErr_Format(PyExc_TypeError,
+            "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
+            def->ml_name, nargs);
+        return NULL;
+    }
+    return def->ml_meth(self, args[0]);
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+#if CYTHON_BACKPORT_VECTORCALL
+    Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+    PyObject *self;
+    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
+    case 1:
+        self = args[0];
+        args += 1;
+        nargs -= 1;
+        break;
+    case 0:
+        self = ((PyCFunctionObject*)cyfunc)->m_self;
+        break;
+    default:
+        return NULL;
+    }
+    return ((_PyCFunctionFastWithKeywords)(void(*)(void))def->ml_meth)(self, args, nargs, kwnames);
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+    PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc);
+#if CYTHON_BACKPORT_VECTORCALL
+    Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+    PyObject *self;
+    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
+    case 1:
+        self = args[0];
+        args += 1;
+        nargs -= 1;
+        break;
+    case 0:
+        self = ((PyCFunctionObject*)cyfunc)->m_self;
+        break;
+    default:
+        return NULL;
+    }
+    return ((__Pyx_PyCMethod)(void(*)(void))def->ml_meth)(self, cls, args, (size_t)nargs, kwnames);
+}
+#endif
+#if CYTHON_USE_TYPE_SPECS
+static PyType_Slot __pyx_CyFunctionType_slots[] = {
+    {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc},
+    {Py_tp_repr, (void *)__Pyx_CyFunction_repr},
+    {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod},
+    {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse},
+    {Py_tp_clear, (void *)__Pyx_CyFunction_clear},
+    {Py_tp_methods, (void *)__pyx_CyFunction_methods},
+    {Py_tp_members, (void *)__pyx_CyFunction_members},
+    {Py_tp_getset, (void *)__pyx_CyFunction_getsets},
+    {Py_tp_descr_get, (void *)__Pyx_PyMethod_New},
+    {0, 0},
+};
+static PyType_Spec __pyx_CyFunctionType_spec = {
+    __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
+    sizeof(__pyx_CyFunctionObject),
+    0,
+#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
+    Py_TPFLAGS_METHOD_DESCRIPTOR |
+#endif
+#if (defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL)
+    _Py_TPFLAGS_HAVE_VECTORCALL |
+#endif
+    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
+    __pyx_CyFunctionType_slots
+};
+#else
+static PyTypeObject __pyx_CyFunctionType_type = {
+    PyVarObject_HEAD_INIT(0, 0)
+    __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
+    sizeof(__pyx_CyFunctionObject),
+    0,
+    (destructor) __Pyx_CyFunction_dealloc,
+#if !CYTHON_METH_FASTCALL
+    0,
+#elif CYTHON_BACKPORT_VECTORCALL
+    (printfunc)offsetof(__pyx_CyFunctionObject, func_vectorcall),
+#else
+    offsetof(PyCFunctionObject, vectorcall),
+#endif
+    0,
+    0,
+#if PY_MAJOR_VERSION < 3
+    0,
+#else
+    0,
+#endif
+    (reprfunc) __Pyx_CyFunction_repr,
+    0,
+    0,
+    0,
+    0,
+    __Pyx_CyFunction_CallAsMethod,
+    0,
+    0,
+    0,
+    0,
+#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
+    Py_TPFLAGS_METHOD_DESCRIPTOR |
+#endif
+#ifdef _Py_TPFLAGS_HAVE_VECTORCALL
+    _Py_TPFLAGS_HAVE_VECTORCALL |
+#endif
+    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
+    0,
+    (traverseproc) __Pyx_CyFunction_traverse,
+    (inquiry) __Pyx_CyFunction_clear,
+    0,
+#if PY_VERSION_HEX < 0x030500A0
+    offsetof(__pyx_CyFunctionObject, func_weakreflist),
+#else
+    offsetof(PyCFunctionObject, m_weakreflist),
+#endif
+    0,
+    0,
+    __pyx_CyFunction_methods,
+    __pyx_CyFunction_members,
+    __pyx_CyFunction_getsets,
+    0,
+    0,
+    __Pyx_PyMethod_New,
+    0,
+    offsetof(__pyx_CyFunctionObject, func_dict),
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+#if PY_VERSION_HEX >= 0x030400a1
+    0,
+#endif
+#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+    0,
+#endif
+#if __PYX_NEED_TP_PRINT_SLOT
+    0,
+#endif
+#if PY_VERSION_HEX >= 0x030C0000
+    0,
+#endif
+#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
+    0,
+#endif
+};
+#endif
+static int __pyx_CyFunction_init(PyObject *module) {
+#if CYTHON_USE_TYPE_SPECS
+    __pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_CyFunctionType_spec, NULL);
+#else
+    CYTHON_UNUSED_VAR(module);
+    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
+#endif
+    if (unlikely(__pyx_CyFunctionType == NULL)) {
+        return -1;
+    }
+    return 0;
+}
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
+    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+    m->defaults = PyObject_Malloc(size);
+    if (unlikely(!m->defaults))
+        return PyErr_NoMemory();
+    memset(m->defaults, 0, size);
+    m->defaults_pyobjects = pyobjects;
+    m->defaults_size = size;
+    return m->defaults;
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
+    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+    m->defaults_tuple = tuple;
+    Py_INCREF(tuple);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
+    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+    m->defaults_kwdict = dict;
+    Py_INCREF(dict);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
+    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+    m->func_annotations = dict;
+    Py_INCREF(dict);
+}
+
+/* CythonFunction */
+  static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
+                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
+    PyObject *op = __Pyx_CyFunction_Init(
+        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
+        ml, flags, qualname, closure, module, globals, code
+    );
+    if (likely(op)) {
+        PyObject_GC_Track(op);
+    }
+    return op;
+}
+
+/* PyDictVersioning */
+  #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
+    PyObject *dict = Py_TYPE(obj)->tp_dict;
+    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
+    PyObject **dictptr = NULL;
+    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
+    if (offset) {
+#if CYTHON_COMPILING_IN_CPYTHON
+        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
+#else
+        dictptr = _PyObject_GetDictPtr(obj);
+#endif
+    }
+    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
+}
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
+    PyObject *dict = Py_TYPE(obj)->tp_dict;
+    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
+        return 0;
+    return obj_dict_version == __Pyx_get_object_dict_version(obj);
+}
+#endif
+
+/* CLineInTraceback */
+  #ifndef CYTHON_CLINE_IN_TRACEBACK
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) {
+    PyObject *use_cline;
+    PyObject *ptype, *pvalue, *ptraceback;
+#if CYTHON_COMPILING_IN_CPYTHON
+    PyObject **cython_runtime_dict;
+#endif
+    CYTHON_MAYBE_UNUSED_VAR(tstate);
+    if (unlikely(!__pyx_cython_runtime)) {
+        return c_line;
+    }
+    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+#if CYTHON_COMPILING_IN_CPYTHON
+    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
+    if (likely(cython_runtime_dict)) {
+        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
+            use_cline, *cython_runtime_dict,
+            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
+    } else
+#endif
+    {
+      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStrNoError(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
+      if (use_cline_obj) {
+        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
+        Py_DECREF(use_cline_obj);
+      } else {
+        PyErr_Clear();
+        use_cline = NULL;
+      }
+    }
+    if (!use_cline) {
+        c_line = 0;
+        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
+    }
+    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
+        c_line = 0;
+    }
+    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+    return c_line;
+}
+#endif
+
+/* CodeObjectCache */
+  #if !CYTHON_COMPILING_IN_LIMITED_API
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
+    int start = 0, mid = 0, end = count - 1;
+    if (end >= 0 && code_line > entries[end].code_line) {
+        return count;
+    }
+    while (start < end) {
+        mid = start + (end - start) / 2;
+        if (code_line < entries[mid].code_line) {
+            end = mid;
+        } else if (code_line > entries[mid].code_line) {
+             start = mid + 1;
+        } else {
+            return mid;
+        }
+    }
+    if (code_line <= entries[mid].code_line) {
+        return mid;
+    } else {
+        return mid + 1;
+    }
+}
+static PyCodeObject *__pyx_find_code_object(int code_line) {
+    PyCodeObject* code_object;
+    int pos;
+    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
+        return NULL;
+    }
+    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
+        return NULL;
+    }
+    code_object = __pyx_code_cache.entries[pos].code_object;
+    Py_INCREF(code_object);
+    return code_object;
+}
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
+    int pos, i;
+    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
+    if (unlikely(!code_line)) {
+        return;
+    }
+    if (unlikely(!entries)) {
+        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
+        if (likely(entries)) {
+            __pyx_code_cache.entries = entries;
+            __pyx_code_cache.max_count = 64;
+            __pyx_code_cache.count = 1;
+            entries[0].code_line = code_line;
+            entries[0].code_object = code_object;
+            Py_INCREF(code_object);
+        }
+        return;
+    }
+    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
+        PyCodeObject* tmp = entries[pos].code_object;
+        entries[pos].code_object = code_object;
+        Py_DECREF(tmp);
+        return;
+    }
+    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
+        int new_max = __pyx_code_cache.max_count + 64;
+        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
+            __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
+        if (unlikely(!entries)) {
+            return;
+        }
+        __pyx_code_cache.entries = entries;
+        __pyx_code_cache.max_count = new_max;
+    }
+    for (i=__pyx_code_cache.count; i>pos; i--) {
+        entries[i] = entries[i-1];
+    }
+    entries[pos].code_line = code_line;
+    entries[pos].code_object = code_object;
+    __pyx_code_cache.count++;
+    Py_INCREF(code_object);
+}
+#endif
+
+/* AddTraceback */
+  #include "compile.h"
+#include "frameobject.h"
+#include "traceback.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename) {
+    if (c_line) {
+        (void) __pyx_cfilenm;
+        (void) __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line);
+    }
+    _PyTraceback_Add(funcname, filename, py_line);
+}
+#else
+static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
+            const char *funcname, int c_line,
+            int py_line, const char *filename) {
+    PyCodeObject *py_code = NULL;
+    PyObject *py_funcname = NULL;
+    #if PY_MAJOR_VERSION < 3
+    PyObject *py_srcfile = NULL;
+    py_srcfile = PyString_FromString(filename);
+    if (!py_srcfile) goto bad;
+    #endif
+    if (c_line) {
+        #if PY_MAJOR_VERSION < 3
+        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        #else
+        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        funcname = PyUnicode_AsUTF8(py_funcname);
+        if (!funcname) goto bad;
+        #endif
+    }
+    else {
+        #if PY_MAJOR_VERSION < 3
+        py_funcname = PyString_FromString(funcname);
+        if (!py_funcname) goto bad;
+        #endif
+    }
+    #if PY_MAJOR_VERSION < 3
+    py_code = __Pyx_PyCode_New(
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        __pyx_empty_bytes, /*PyObject *code,*/
+        __pyx_empty_tuple, /*PyObject *consts,*/
+        __pyx_empty_tuple, /*PyObject *names,*/
+        __pyx_empty_tuple, /*PyObject *varnames,*/
+        __pyx_empty_tuple, /*PyObject *freevars,*/
+        __pyx_empty_tuple, /*PyObject *cellvars,*/
+        py_srcfile,   /*PyObject *filename,*/
+        py_funcname,  /*PyObject *name,*/
+        py_line,
+        __pyx_empty_bytes  /*PyObject *lnotab*/
+    );
+    Py_DECREF(py_srcfile);
+    #else
+    py_code = PyCode_NewEmpty(filename, funcname, py_line);
+    #endif
+    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
+    return py_code;
+bad:
+    Py_XDECREF(py_funcname);
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(py_srcfile);
+    #endif
+    return NULL;
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename) {
+    PyCodeObject *py_code = 0;
+    PyFrameObject *py_frame = 0;
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject *ptype, *pvalue, *ptraceback;
+    if (c_line) {
+        c_line = __Pyx_CLineForTraceback(tstate, c_line);
+    }
+    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
+    if (!py_code) {
+        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+        py_code = __Pyx_CreateCodeObjectForTraceback(
+            funcname, c_line, py_line, filename);
+        if (!py_code) {
+            /* If the code object creation fails, then we should clear the
+               fetched exception references and propagate the new exception */
+            Py_XDECREF(ptype);
+            Py_XDECREF(pvalue);
+            Py_XDECREF(ptraceback);
+            goto bad;
+        }
+        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
+    }
+    py_frame = PyFrame_New(
+        tstate,            /*PyThreadState *tstate,*/
+        py_code,           /*PyCodeObject *code,*/
+        __pyx_d,    /*PyObject *globals,*/
+        0                  /*PyObject *locals*/
+    );
+    if (!py_frame) goto bad;
+    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
+    PyTraceBack_Here(py_frame);
+bad:
+    Py_XDECREF(py_code);
+    Py_XDECREF(py_frame);
+}
+#endif
+
+#if PY_MAJOR_VERSION < 3
+static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
+    __Pyx_TypeName obj_type_name;
+    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
+    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
+    PyErr_Format(PyExc_TypeError,
+                 "'" __Pyx_FMT_TYPENAME "' does not have the buffer interface",
+                 obj_type_name);
+    __Pyx_DECREF_TypeName(obj_type_name);
+    return -1;
+}
+static void __Pyx_ReleaseBuffer(Py_buffer *view) {
+    PyObject *obj = view->obj;
+    if (!obj) return;
+    if (PyObject_CheckBuffer(obj)) {
+        PyBuffer_Release(view);
+        return;
+    }
+    if ((0)) {}
+    view->obj = NULL;
+    Py_DECREF(obj);
+}
+#endif
+
+
+  /* CIntFromPyVerify */
+  #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
+    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
+#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
+    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
+#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
+    {\
+        func_type value = func_value;\
+        if (sizeof(target_type) < sizeof(func_type)) {\
+            if (unlikely(value != (func_type) (target_type) value)) {\
+                func_type zero = 0;\
+                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
+                    return (target_type) -1;\
+                if (is_unsigned && unlikely(value < zero))\
+                    goto raise_neg_overflow;\
+                else\
+                    goto raise_overflow;\
+            }\
+        }\
+        return (target_type) value;\
+    }
+
+/* CIntFromPy */
+  static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_Check(x))) {
+        if ((sizeof(int) < sizeof(long))) {
+            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
+        } else {
+            long val = PyInt_AS_LONG(x);
+            if (is_unsigned && unlikely(val < 0)) {
+                goto raise_neg_overflow;
+            }
+            return (int) val;
+        }
+    } else
+#endif
+    if (likely(PyLong_Check(x))) {
+        if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+            if (unlikely(__Pyx_PyLong_IsNeg(x))) {
+                goto raise_neg_overflow;
+            } else if (__Pyx_PyLong_IsCompact(x)) {
+                __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
+            } else {
+                const digit* digits = __Pyx_PyLong_Digits(x);
+                assert(__Pyx_PyLong_DigitCount(x) > 1);
+                switch (__Pyx_PyLong_DigitCount(x)) {
+                    case 2:
+                        if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) >= 2 * PyLong_SHIFT)) {
+                                return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                            }
+                        }
+                        break;
+                    case 3:
+                        if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) >= 3 * PyLong_SHIFT)) {
+                                return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                            }
+                        }
+                        break;
+                    case 4:
+                        if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) >= 4 * PyLong_SHIFT)) {
+                                return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                            }
+                        }
+                        break;
+                }
+            }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
+            if (unlikely(Py_SIZE(x) < 0)) {
+                goto raise_neg_overflow;
+            }
+#else
+            {
+                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                if (unlikely(result < 0))
+                    return (int) -1;
+                if (unlikely(result == 1))
+                    goto raise_neg_overflow;
+            }
+#endif
+            if ((sizeof(int) <= sizeof(unsigned long))) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+            }
+        } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+            if (__Pyx_PyLong_IsCompact(x)) {
+                __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
+            } else {
+                const digit* digits = __Pyx_PyLong_Digits(x);
+                assert(__Pyx_PyLong_DigitCount(x) > 1);
+                switch (__Pyx_PyLong_SignedDigitCount(x)) {
+                    case -2:
+                        if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
+                                return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                            }
+                        }
+                        break;
+                    case 2:
+                        if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
+                                return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                            }
+                        }
+                        break;
+                    case -3:
+                        if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
+                                return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                            }
+                        }
+                        break;
+                    case 3:
+                        if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
+                                return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                            }
+                        }
+                        break;
+                    case -4:
+                        if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
+                                return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                            }
+                        }
+                        break;
+                    case 4:
+                        if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
+                                return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                            }
+                        }
+                        break;
+                }
+            }
+#endif
+            if ((sizeof(int) <= sizeof(long))) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+            }
+        }
+        {
+            int val;
+            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+#if PY_MAJOR_VERSION < 3
+            if (likely(v) && !PyLong_Check(v)) {
+                PyObject *tmp = v;
+                v = PyNumber_Long(tmp);
+                Py_DECREF(tmp);
+            }
+#endif
+            if (likely(v)) {
+                int ret = -1;
+#if !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
+                int one = 1; int is_little = (int)*(unsigned char *)&one;
+                unsigned char *bytes = (unsigned char *)&val;
+                ret = _PyLong_AsByteArray((PyLongObject *)v,
+                                           bytes, sizeof(val),
+                                           is_little, !is_unsigned);
+#else
+                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
+                int bits, remaining_bits, is_negative = 0;
+                long idigit;
+                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
+                if (unlikely(!PyLong_CheckExact(v))) {
+                    PyObject *tmp = v;
+                    v = PyNumber_Long(v);
+                    assert(PyLong_CheckExact(v));
+                    Py_DECREF(tmp);
+                    if (unlikely(!v)) return (int) -1;
+                }
+#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
+                if (Py_SIZE(x) == 0)
+                    return (int) 0;
+                is_negative = Py_SIZE(x) < 0;
+#else
+                {
+                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                    if (unlikely(result < 0))
+                        return (int) -1;
+                    is_negative = result == 1;
+                }
+#endif
+                if (is_unsigned && unlikely(is_negative)) {
+                    goto raise_neg_overflow;
+                } else if (is_negative) {
+                    stepval = PyNumber_Invert(v);
+                    if (unlikely(!stepval))
+                        return (int) -1;
+                } else {
+                    stepval = __Pyx_NewRef(v);
+                }
+                val = (int) 0;
+                mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
+                shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
+                for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) {
+                    PyObject *tmp, *digit;
+                    digit = PyNumber_And(stepval, mask);
+                    if (unlikely(!digit)) goto done;
+                    idigit = PyLong_AsLong(digit);
+                    Py_DECREF(digit);
+                    if (unlikely(idigit < 0)) goto done;
+                    tmp = PyNumber_Rshift(stepval, shift);
+                    if (unlikely(!tmp)) goto done;
+                    Py_DECREF(stepval); stepval = tmp;
+                    val |= ((int) idigit) << bits;
+                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
+                    if (Py_SIZE(stepval) == 0)
+                        goto unpacking_done;
+                    #endif
+                }
+                idigit = PyLong_AsLong(stepval);
+                if (unlikely(idigit < 0)) goto done;
+                remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1);
+                if (unlikely(idigit >= (1L << remaining_bits)))
+                    goto raise_overflow;
+                val |= ((int) idigit) << bits;
+            #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
+            unpacking_done:
+            #endif
+                if (!is_unsigned) {
+                    if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1))))
+                        goto raise_overflow;
+                    if (is_negative)
+                        val = ~val;
+                }
+                ret = 0;
+            done:
+                Py_XDECREF(shift);
+                Py_XDECREF(mask);
+                Py_XDECREF(stepval);
+#endif
+                Py_DECREF(v);
+                if (likely(!ret))
+                    return val;
+            }
+            return (int) -1;
+        }
+    } else {
+        int val;
+        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+        if (!tmp) return (int) -1;
+        val = __Pyx_PyInt_As_int(tmp);
+        Py_DECREF(tmp);
+        return val;
+    }
+raise_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "value too large to convert to int");
+    return (int) -1;
+raise_neg_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "can't convert negative value to int");
+    return (int) -1;
+}
+
+/* CIntToPy */
+  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+    if (is_unsigned) {
+        if (sizeof(int) < sizeof(long)) {
+            return PyInt_FromLong((long) value);
+        } else if (sizeof(int) <= sizeof(unsigned long)) {
+            return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
+            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+        }
+    } else {
+        if (sizeof(int) <= sizeof(long)) {
+            return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
+            return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+        }
+    }
+    {
+        int one = 1; int little = (int)*(unsigned char *)&one;
+        unsigned char *bytes = (unsigned char *)&value;
+        return _PyLong_FromByteArray(bytes, sizeof(int),
+                                     little, !is_unsigned);
+    }
+}
+
+/* CIntFromPy */
+  static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_Check(x))) {
+        if ((sizeof(long) < sizeof(long))) {
+            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
+        } else {
+            long val = PyInt_AS_LONG(x);
+            if (is_unsigned && unlikely(val < 0)) {
+                goto raise_neg_overflow;
+            }
+            return (long) val;
+        }
+    } else
+#endif
+    if (likely(PyLong_Check(x))) {
+        if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+            if (unlikely(__Pyx_PyLong_IsNeg(x))) {
+                goto raise_neg_overflow;
+            } else if (__Pyx_PyLong_IsCompact(x)) {
+                __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
+            } else {
+                const digit* digits = __Pyx_PyLong_Digits(x);
+                assert(__Pyx_PyLong_DigitCount(x) > 1);
+                switch (__Pyx_PyLong_DigitCount(x)) {
+                    case 2:
+                        if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) >= 2 * PyLong_SHIFT)) {
+                                return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                            }
+                        }
+                        break;
+                    case 3:
+                        if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) >= 3 * PyLong_SHIFT)) {
+                                return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                            }
+                        }
+                        break;
+                    case 4:
+                        if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) >= 4 * PyLong_SHIFT)) {
+                                return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                            }
+                        }
+                        break;
+                }
+            }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
+            if (unlikely(Py_SIZE(x) < 0)) {
+                goto raise_neg_overflow;
+            }
+#else
+            {
+                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                if (unlikely(result < 0))
+                    return (long) -1;
+                if (unlikely(result == 1))
+                    goto raise_neg_overflow;
+            }
+#endif
+            if ((sizeof(long) <= sizeof(unsigned long))) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+            }
+        } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+            if (__Pyx_PyLong_IsCompact(x)) {
+                __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
+            } else {
+                const digit* digits = __Pyx_PyLong_Digits(x);
+                assert(__Pyx_PyLong_DigitCount(x) > 1);
+                switch (__Pyx_PyLong_SignedDigitCount(x)) {
+                    case -2:
+                        if ((8 * sizeof(long) - 1 > 1 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
+                                return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                            }
+                        }
+                        break;
+                    case 2:
+                        if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
+                                return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                            }
+                        }
+                        break;
+                    case -3:
+                        if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
+                                return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                            }
+                        }
+                        break;
+                    case 3:
+                        if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
+                                return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                            }
+                        }
+                        break;
+                    case -4:
+                        if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
+                                return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                            }
+                        }
+                        break;
+                    case 4:
+                        if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
+                            if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+                                __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                            } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
+                                return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                            }
+                        }
+                        break;
+                }
+            }
+#endif
+            if ((sizeof(long) <= sizeof(long))) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+            }
+        }
+        {
+            long val;
+            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+#if PY_MAJOR_VERSION < 3
+            if (likely(v) && !PyLong_Check(v)) {
+                PyObject *tmp = v;
+                v = PyNumber_Long(tmp);
+                Py_DECREF(tmp);
+            }
+#endif
+            if (likely(v)) {
+                int ret = -1;
+#if !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
+                int one = 1; int is_little = (int)*(unsigned char *)&one;
+                unsigned char *bytes = (unsigned char *)&val;
+                ret = _PyLong_AsByteArray((PyLongObject *)v,
+                                           bytes, sizeof(val),
+                                           is_little, !is_unsigned);
+#else
+                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
+                int bits, remaining_bits, is_negative = 0;
+                long idigit;
+                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
+                if (unlikely(!PyLong_CheckExact(v))) {
+                    PyObject *tmp = v;
+                    v = PyNumber_Long(v);
+                    assert(PyLong_CheckExact(v));
+                    Py_DECREF(tmp);
+                    if (unlikely(!v)) return (long) -1;
+                }
+#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
+                if (Py_SIZE(x) == 0)
+                    return (long) 0;
+                is_negative = Py_SIZE(x) < 0;
+#else
+                {
+                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                    if (unlikely(result < 0))
+                        return (long) -1;
+                    is_negative = result == 1;
+                }
+#endif
+                if (is_unsigned && unlikely(is_negative)) {
+                    goto raise_neg_overflow;
+                } else if (is_negative) {
+                    stepval = PyNumber_Invert(v);
+                    if (unlikely(!stepval))
+                        return (long) -1;
+                } else {
+                    stepval = __Pyx_NewRef(v);
+                }
+                val = (long) 0;
+                mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
+                shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
+                for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) {
+                    PyObject *tmp, *digit;
+                    digit = PyNumber_And(stepval, mask);
+                    if (unlikely(!digit)) goto done;
+                    idigit = PyLong_AsLong(digit);
+                    Py_DECREF(digit);
+                    if (unlikely(idigit < 0)) goto done;
+                    tmp = PyNumber_Rshift(stepval, shift);
+                    if (unlikely(!tmp)) goto done;
+                    Py_DECREF(stepval); stepval = tmp;
+                    val |= ((long) idigit) << bits;
+                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
+                    if (Py_SIZE(stepval) == 0)
+                        goto unpacking_done;
+                    #endif
+                }
+                idigit = PyLong_AsLong(stepval);
+                if (unlikely(idigit < 0)) goto done;
+                remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1);
+                if (unlikely(idigit >= (1L << remaining_bits)))
+                    goto raise_overflow;
+                val |= ((long) idigit) << bits;
+            #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
+            unpacking_done:
+            #endif
+                if (!is_unsigned) {
+                    if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1))))
+                        goto raise_overflow;
+                    if (is_negative)
+                        val = ~val;
+                }
+                ret = 0;
+            done:
+                Py_XDECREF(shift);
+                Py_XDECREF(mask);
+                Py_XDECREF(stepval);
+#endif
+                Py_DECREF(v);
+                if (likely(!ret))
+                    return val;
+            }
+            return (long) -1;
+        }
+    } else {
+        long val;
+        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+        if (!tmp) return (long) -1;
+        val = __Pyx_PyInt_As_long(tmp);
+        Py_DECREF(tmp);
+        return val;
+    }
+raise_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "value too large to convert to long");
+    return (long) -1;
+raise_neg_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "can't convert negative value to long");
+    return (long) -1;
+}
+
+/* FormatTypeName */
+  #if CYTHON_COMPILING_IN_LIMITED_API
+static __Pyx_TypeName
+__Pyx_PyType_GetName(PyTypeObject* tp)
+{
+    PyObject *name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
+                                               __pyx_n_s_name);
+    if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) {
+        PyErr_Clear();
+        Py_XSETREF(name, __Pyx_NewRef(__pyx_n_s__5));
+    }
+    return name;
+}
+#endif
+
+/* CIntToPy */
+  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+    if (is_unsigned) {
+        if (sizeof(long) < sizeof(long)) {
+            return PyInt_FromLong((long) value);
+        } else if (sizeof(long) <= sizeof(unsigned long)) {
+            return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
+            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+        }
+    } else {
+        if (sizeof(long) <= sizeof(long)) {
+            return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
+            return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+        }
+    }
+    {
+        int one = 1; int little = (int)*(unsigned char *)&one;
+        unsigned char *bytes = (unsigned char *)&value;
+        return _PyLong_FromByteArray(bytes, sizeof(long),
+                                     little, !is_unsigned);
+    }
+}
+
+/* FastTypeChecks */
+  #if CYTHON_COMPILING_IN_CPYTHON
+static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
+    while (a) {
+        a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*);
+        if (a == b)
+            return 1;
+    }
+    return b == &PyBaseObject_Type;
+}
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
+    PyObject *mro;
+    if (a == b) return 1;
+    mro = a->tp_mro;
+    if (likely(mro)) {
+        Py_ssize_t i, n;
+        n = PyTuple_GET_SIZE(mro);
+        for (i = 0; i < n; i++) {
+            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
+                return 1;
+        }
+        return 0;
+    }
+    return __Pyx_InBases(a, b);
+}
+static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) {
+    PyObject *mro;
+    if (cls == a || cls == b) return 1;
+    mro = cls->tp_mro;
+    if (likely(mro)) {
+        Py_ssize_t i, n;
+        n = PyTuple_GET_SIZE(mro);
+        for (i = 0; i < n; i++) {
+            PyObject *base = PyTuple_GET_ITEM(mro, i);
+            if (base == (PyObject *)a || base == (PyObject *)b)
+                return 1;
+        }
+        return 0;
+    }
+    return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b);
+}
+#if PY_MAJOR_VERSION == 2
+static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
+    PyObject *exception, *value, *tb;
+    int res;
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrFetch(&exception, &value, &tb);
+    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
+    if (unlikely(res == -1)) {
+        PyErr_WriteUnraisable(err);
+        res = 0;
+    }
+    if (!res) {
+        res = PyObject_IsSubclass(err, exc_type2);
+        if (unlikely(res == -1)) {
+            PyErr_WriteUnraisable(err);
+            res = 0;
+        }
+    }
+    __Pyx_ErrRestore(exception, value, tb);
+    return res;
+}
+#else
+static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
+    if (exc_type1) {
+        return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
+    } else {
+        return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
+    }
+}
+#endif
+static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+    Py_ssize_t i, n;
+    assert(PyExceptionClass_Check(exc_type));
+    n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+    for (i=0; i<n; i++) {
+        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+    }
+#endif
+    for (i=0; i<n; i++) {
+        PyObject *t = PyTuple_GET_ITEM(tuple, i);
+        #if PY_MAJOR_VERSION < 3
+        if (likely(exc_type == t)) return 1;
+        #endif
+        if (likely(PyExceptionClass_Check(t))) {
+            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
+        } else {
+        }
+    }
+    return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
+    if (likely(err == exc_type)) return 1;
+    if (likely(PyExceptionClass_Check(err))) {
+        if (likely(PyExceptionClass_Check(exc_type))) {
+            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
+        } else if (likely(PyTuple_Check(exc_type))) {
+            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
+        } else {
+        }
+    }
+    return PyErr_GivenExceptionMatches(err, exc_type);
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
+    assert(PyExceptionClass_Check(exc_type1));
+    assert(PyExceptionClass_Check(exc_type2));
+    if (likely(err == exc_type1 || err == exc_type2)) return 1;
+    if (likely(PyExceptionClass_Check(err))) {
+        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
+    }
+    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
+}
+#endif
+
+/* CheckBinaryVersion */
+  static int __Pyx_check_binary_version(void) {
+    char ctversion[5];
+    int same=1, i, found_dot;
+    const char* rt_from_call = Py_GetVersion();
+    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
+    found_dot = 0;
+    for (i = 0; i < 4; i++) {
+        if (!ctversion[i]) {
+            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
+            break;
+        }
+        if (rt_from_call[i] != ctversion[i]) {
+            same = 0;
+            break;
+        }
+    }
+    if (!same) {
+        char rtversion[5] = {'\0'};
+        char message[200];
+        for (i=0; i<4; ++i) {
+            if (rt_from_call[i] == '.') {
+                if (found_dot) break;
+                found_dot = 1;
+            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
+                break;
+            }
+            rtversion[i] = rt_from_call[i];
+        }
+        PyOS_snprintf(message, sizeof(message),
+                      "compile time version %s of module '%.100s' "
+                      "does not match runtime version %s",
+                      ctversion, __Pyx_MODULE_NAME, rtversion);
+        return PyErr_WarnEx(NULL, message, 1);
+    }
+    return 0;
+}
+
+/* InitStrings */
+  #if PY_MAJOR_VERSION >= 3
+static int __Pyx_InitString(__Pyx_StringTabEntry t, PyObject **str) {
+    if (t.is_unicode | t.is_str) {
+        if (t.intern) {
+            *str = PyUnicode_InternFromString(t.s);
+        } else if (t.encoding) {
+            *str = PyUnicode_Decode(t.s, t.n - 1, t.encoding, NULL);
+        } else {
+            *str = PyUnicode_FromStringAndSize(t.s, t.n - 1);
+        }
+    } else {
+        *str = PyBytes_FromStringAndSize(t.s, t.n - 1);
+    }
+    if (!*str)
+        return -1;
+    if (PyObject_Hash(*str) == -1)
+        return -1;
+    return 0;
+}
+#endif
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
+    while (t->p) {
+        #if PY_MAJOR_VERSION >= 3
+        __Pyx_InitString(*t, t->p);
+        #else
+        if (t->is_unicode) {
+            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
+        } else if (t->intern) {
+            *t->p = PyString_InternFromString(t->s);
+        } else {
+            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
+        }
+        if (!*t->p)
+            return -1;
+        if (PyObject_Hash(*t->p) == -1)
+            return -1;
+        #endif
+        ++t;
+    }
+    return 0;
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
+    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
+}
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
+    Py_ssize_t ignore;
+    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
+}
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+#if !CYTHON_PEP393_ENABLED
+static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+    char* defenc_c;
+    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
+    if (!defenc) return NULL;
+    defenc_c = PyBytes_AS_STRING(defenc);
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+    {
+        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
+        char* c;
+        for (c = defenc_c; c < end; c++) {
+            if ((unsigned char) (*c) >= 128) {
+                PyUnicode_AsASCIIString(o);
+                return NULL;
+            }
+        }
+    }
+#endif
+    *length = PyBytes_GET_SIZE(defenc);
+    return defenc_c;
+}
+#else
+static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+    if (likely(PyUnicode_IS_ASCII(o))) {
+        *length = PyUnicode_GET_LENGTH(o);
+        return PyUnicode_AsUTF8(o);
+    } else {
+        PyUnicode_AsASCIIString(o);
+        return NULL;
+    }
+#else
+    return PyUnicode_AsUTF8AndSize(o, length);
+#endif
+}
+#endif
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+    if (
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+            __Pyx_sys_getdefaultencoding_not_ascii &&
+#endif
+            PyUnicode_Check(o)) {
+        return __Pyx_PyUnicode_AsStringAndSize(o, length);
+    } else
+#endif
+#if (!CYTHON_COMPILING_IN_PYPY && !CYTHON_COMPILING_IN_LIMITED_API) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
+    if (PyByteArray_Check(o)) {
+        *length = PyByteArray_GET_SIZE(o);
+        return PyByteArray_AS_STRING(o);
+    } else
+#endif
+    {
+        char* result;
+        int r = PyBytes_AsStringAndSize(o, &result, length);
+        if (unlikely(r < 0)) {
+            return NULL;
+        } else {
+            return result;
+        }
+    }
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
+   int is_true = x == Py_True;
+   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
+   else return PyObject_IsTrue(x);
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
+    int retval;
+    if (unlikely(!x)) return -1;
+    retval = __Pyx_PyObject_IsTrue(x);
+    Py_DECREF(x);
+    return retval;
+}
+static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
+    __Pyx_TypeName result_type_name = __Pyx_PyType_GetName(Py_TYPE(result));
+#if PY_MAJOR_VERSION >= 3
+    if (PyLong_Check(result)) {
+        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
+                "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ").  "
+                "The ability to return an instance of a strict subclass of int is deprecated, "
+                "and may be removed in a future version of Python.",
+                result_type_name)) {
+            __Pyx_DECREF_TypeName(result_type_name);
+            Py_DECREF(result);
+            return NULL;
+        }
+        __Pyx_DECREF_TypeName(result_type_name);
+        return result;
+    }
+#endif
+    PyErr_Format(PyExc_TypeError,
+                 "__%.4s__ returned non-%.4s (type " __Pyx_FMT_TYPENAME ")",
+                 type_name, type_name, result_type_name);
+    __Pyx_DECREF_TypeName(result_type_name);
+    Py_DECREF(result);
+    return NULL;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
+#if CYTHON_USE_TYPE_SLOTS
+  PyNumberMethods *m;
+#endif
+  const char *name = NULL;
+  PyObject *res = NULL;
+#if PY_MAJOR_VERSION < 3
+  if (likely(PyInt_Check(x) || PyLong_Check(x)))
+#else
+  if (likely(PyLong_Check(x)))
+#endif
+    return __Pyx_NewRef(x);
+#if CYTHON_USE_TYPE_SLOTS
+  m = Py_TYPE(x)->tp_as_number;
+  #if PY_MAJOR_VERSION < 3
+  if (m && m->nb_int) {
+    name = "int";
+    res = m->nb_int(x);
+  }
+  else if (m && m->nb_long) {
+    name = "long";
+    res = m->nb_long(x);
+  }
+  #else
+  if (likely(m && m->nb_int)) {
+    name = "int";
+    res = m->nb_int(x);
+  }
+  #endif
+#else
+  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
+    res = PyNumber_Int(x);
+  }
+#endif
+  if (likely(res)) {
+#if PY_MAJOR_VERSION < 3
+    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
+#else
+    if (unlikely(!PyLong_CheckExact(res))) {
+#endif
+        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
+    }
+  }
+  else if (!PyErr_Occurred()) {
+    PyErr_SetString(PyExc_TypeError,
+                    "an integer is required");
+  }
+  return res;
+}
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
+  Py_ssize_t ival;
+  PyObject *x;
+#if PY_MAJOR_VERSION < 3
+  if (likely(PyInt_CheckExact(b))) {
+    if (sizeof(Py_ssize_t) >= sizeof(long))
+        return PyInt_AS_LONG(b);
+    else
+        return PyInt_AsSsize_t(b);
+  }
+#endif
+  if (likely(PyLong_CheckExact(b))) {
+    #if CYTHON_USE_PYLONG_INTERNALS
+    if (likely(__Pyx_PyLong_IsCompact(b))) {
+        return __Pyx_PyLong_CompactValue(b);
+    } else {
+      const digit* digits = __Pyx_PyLong_Digits(b);
+      const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b);
+      switch (size) {
+         case 2:
+           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -2:
+           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case 3:
+           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -3:
+           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case 4:
+           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -4:
+           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+      }
+    }
+    #endif
+    return PyLong_AsSsize_t(b);
+  }
+  x = PyNumber_Index(b);
+  if (!x) return -1;
+  ival = PyInt_AsSsize_t(x);
+  Py_DECREF(x);
+  return ival;
+}
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
+  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
+    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
+#if PY_MAJOR_VERSION < 3
+  } else if (likely(PyInt_CheckExact(o))) {
+    return PyInt_AS_LONG(o);
+#endif
+  } else {
+    Py_ssize_t ival;
+    PyObject *x;
+    x = PyNumber_Index(o);
+    if (!x) return -1;
+    ival = PyInt_AsLong(x);
+    Py_DECREF(x);
+    return ival;
+  }
+}
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
+  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
+}
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
+    return PyInt_FromSize_t(ival);
+}
+
+
+/* #### Code section: utility_code_pragmas_end ### */
+#ifdef _MSC_VER
+#pragma warning( pop )
+#endif
+
+
+
+/* #### Code section: end ### */
+#endif /* Py_PYTHON_H */
diff --git a/src/lbmpy/phasefield/simplex_projection.cpython-311-darwin.so b/src/lbmpy/phasefield/simplex_projection.cpython-311-darwin.so
new file mode 100755
index 0000000000000000000000000000000000000000..c10abe6727fadd2ab7ef47d36ea292fdf6e6ab4e
GIT binary patch
literal 84629
zcmeEv3w)DB*7rO~FG&k+ftE{AnxaSwSdcreYtxqd-BPrxu4$SEl3tQFNr8&m7TmR1
zb*-|iqVH0?tW9-SeJv{Pg(9w7FY9_=-@Vy_tF2vkML`-A^8L@uJn7T4pzr1P{(j&0
zB|4osGv}N+bLMttp7T8X;nb&RMlhx@{0s=m2<BMEen1)cO+a`brB-X<lA=PMHTX~c
zV30`|ESMSy!)o<Aw)rU~ev$k-6Gi@$*NK>5oy6r)jLKPLTCF~RO^Gjz5y@{`nJ8-2
zi<n?7KZE3lw)3CWYWKK(0|G|!Gr0v`v1CGUjHDed0zaSM>vC_Fg^~Q~t3<)JBoV8y
z%1bLN<yoyY?yW9&snzA)<l*q({^-9+P#SnoGDdJD4}l^6Qor7dV6`sJEzGs%uUor8
z^lrT<XBHVpz@$zJR80zk)w<a;ptZB}8!!8TdQnY+oW&umrG)&ETnqVlBe~RE#2qqi
zk#Pj9%BAwQT1#zyo5V#V+BpEL{8~u>`gIJJi|1+n(D<mV^vF>#lwa#h0$DpIwE8D~
zX@6F0iEm)^4(0cx<VSN){i$suSd-0*NpH&$tk%^l)~;Hzc!lWA0nB<N`A<;(c;x`3
z<u#YFdg@oI!DM7?j)YA{h0&0uHjPL44Dh=kG)z<2`tup1>AN0*epSe)K)7DScAh)@
zAInsQJvB_xMC4IDKRWv7s@;!%=k=d|$2x7X;i|c_k!L~xTl_G4^&@zi>n3iFej0Lx
z{2YNW*g^#2Me^uNGq5ZvY-WwmJF~)7LSaL#&+n+r&dV;X1q3AgE<zwaccPueh_fV2
z?WP}^%*%_HDQup$V|Z!wPgDa@4Ma5%)j(7O|2rD!*cY3UVbZ^wFrKA;dDX82$JZ%=
z)7y1{(>q!77kbua8P9ezgC+RMIJVnK+u9mSFejEhWl>mRj>7ti5flCLNAyKZu>=oY
zq@P9b%fN?Sk;>MvU`7mks>LAi-gzgssGYI)Mx7;Sh-J-<Iu^_Uo-$cqMRZ;IF>MCa
zX^Lm<Cs04tdmM4Az(3Xsd>dnhUHY`PYk-#;$J)E}scnA+UPp|eIg+90Z91GWz_T0p
z7qa?-Vm;ekukT-wm!V%z_2p*>d8u9%=PKY7>-rZwI7#3<G-)W#THsie{sog|+2Ki|
zPL&Ui2?a}l!<7E{vaQFctwQ$HwizTltAC4RKfOH<de04fdDY?84!!lgQ=5Mo=(j3>
zb;#GFKVkx>^-6O{pY|rnY<^r{WPq+)cTVizf<Eai%MUsg)}Dd>ut+^O-Y5Da_k1Cj
z1NwnUHu`-XOYJDr2MtW<-@sV#4wP*LpDwpP*m4bP*OswKLWefs!0x=W*sBk+2po&7
zqX;-o;IJBfu=wi1d^#Xwi8nu(d!FF;C~!^ahyDw6&F>&hW6i157r3Ce-V0dZh4X~&
zk0<MzyAbvvzYKT==xkS+bK%Phn_Gt1su;_=F$QTYWsG9SGDD%lY#MjK|2MQ1_yuzi
z=Dyibum!LaG=@X$ii|8)y(0#6;Acd6NUvKIs$&N}`9f(f2Tt7qR^5PcwgP5a7Rq6t
zr&fS&?-W+uiu_eB^Fp=GhBKkU9?<n9vS1?<`tF6yyd7iZxIjCV3H1ew&<2vH8!%*i
zYckRb@;a9GFCe%IX|BUseb96TYqyLM^a{#e94pIi)CW7(v-aZA17$a=bPdowm8FR>
z`vquf(I*z<k&d-}OJiyGuGk_PgNI`43+@Du491TAIIez=I*z9x4`y#W%|Sy9#!SF+
zz>I!7G+Oi{?AcV}(|NNPZ_l8<;utpfDa2hr5Nk^=cyxfqFJYDU5!6fkyD--pHR}O7
zkMr!gIksrmXskDip|1;lye~zJ397Ggr>GBWL~t+alJtY-*aq;XIp&mWhci6?#<Z<Q
z+1y+7LF$X$mtw5`yO4F)2_0XDdLA_dR%1N=BV-JGu|cW*;xXMKV<v0<<hX7Y)!#ck
zF;I!}PwPemj3$iPhk&z6zbGM>HBUdT<Ll2SPmBz#1piM$NrB!kP~N9slxSnk*<a}R
z+LQRp_&`F)5a`X<)qc?wvna8FHM>6-w29wI2)K3i1xa;@f!@1OK0S6(;^#uP<bA9;
z`H2yr9U167in3Q@7xiI0c@F8DQx37_W1k5bQ<fzM66#U{y>s-nU+iLwJhqtTlx~#&
zOYlkg-KaoPXmp@=rzm$TvCYYf(tPK?gnY^QsevcZ#^k!RK=0f7+PA^Oy)U*o<sX9o
zs7$4K)Zwv#H-M888W-rjAV%Qi#x<wpD$Q5)ingRIn-ECB_)4iu5A^zCYCj-8-N3Pd
z{$q*ryNQ82V~Edrf!@QCPeXijN`ul|-6!Q;HYt!?ml5b46U*!IWEz^2_9@Lt@k;RZ
zPXwQ&L?xIFd6JTqV8$3F*lUj!Z9imyZj|PfiAwN|zsou^lwi^Yz?%xZrzM`v2ps`$
zrV^~`k$Rk?1V=6a-gkhfkK_C*l?3QY*PNWM1b-ykki1L@j#ve}b->#YSNk;DS-B5*
znZUaWcppi<UZVv6fN_y*1+E>q4+-3nxw__&<x22&DPL7?V)ICk5={01Z!7S=h^rlQ
zD|mJ%HYeM_vrY+mByRFf@WgmYz6H2Vz|D^r^*4-w4t32bcPqgsKNR(++ykEX18*<z
z?v{9&Bb$@=f#;)2@QH3I=VQ>%6To{Kct<7Pp^?o=hjh(Jzf^+1=o0;sbP(-647}d~
zZ;pZ2TVYFT9@&ld{6Pu+{sW=Mk#8%(gg*lB&%oPhsJ$EdsZf%eM=JW}kw?+)zX^UL
zKURX3(9g&|;QkA^Z%f>L$<0Zb`ex5xg?vdT(T=acGXy-nF4%j4QSi)7X->-3Hzy_P
zg4utO<04rX963f8%oqnepTz41o(*^zy5K+mB-?U<E|@SCc+-J*Sm2d4jA}MC=$rrX
zAEF(GIlAD81>pA`;N<{sOhWAjw8fb@n)aX|`;d9CX8!#6GE1;f&)R*Muf>yZ3b=My
z7na>+UARIqP75$L*Y%)v;me3eVg15ANU9Rc-dvSNdmKwG(OLTm-T_-lk2UOT<l`P9
zRS(>HtYa4B{|<TnALjMXJssLlYf@`t?D!t=qrJBC4zZr;Vl9D}fmff}zraVaN$dl;
zuL`})LtYnS`(FUfzE?yZt<T><en)2ig3en6pE2LJ1j)YZMp<th+ubsWwJ*nY4jUO0
z{Gw6dluce0sJdunpd9OM<?P&m`yxxwGu9HUUTX;!$1M#Ui;oTbGbbj{w?H5GY`QMc
zqgMj|n92h6n6LX$UvU`=nkKOJ53$$mzFF|x5oZb9a;YWQcpd7-{%QnnZz4O;gLR+i
zj_P%7e@FNT;f8p$?+)mH9BX&}Y-OPA7pnplki|VeH{gLRRgk6lr4<2N!qR|!lO=d0
zIWF*-Udl8_A2>Eu7x*Mz3499sqXWF}B$?c(CsoK4mZe0<vMX*t7Q)xc@;#E}E*5MV
zjsCw;w51rbl>9J1(47kX#rH3;l>uI93EGigx(BkY6nIA&Y@;+`%MuOY9fAG&Ht0Iy
z`WLh!54Oi3TlikcYIAG&{nQfdS}yqg0sPn)4L{%!zk?)4%<%kf2EV6J&LBV8;am={
zprd>X_H(Tq-SNUE$Gso7xpu$ZP>`;s-)blrhqMoKdiS3j3dSI9M!N8i4cs=veOc=9
zzaSqvj6>T0w}yhdp<7&!rM7<{aI|%W?SIHfd}zFP=~#QOJ0G?JJJvgHZ@NKY1qRHs
z<qBJ1dRffd!|h^xcf;;Df^qx_^g^__;A{V2z$QLsV6f9+Z{&kNt};{aM0;tD&>S;d
zF6@qmmjurrp^WTr*xtvw#_YYib>}txglAl*FUrDvA=@PvHaTqf=F{63!=BHFU7rX0
zJ~wb`^KZGm4;z&0!T&}>!S6$%aVp#n_+<@z9Pn=eQ=5;!-%#+BrYsfu{*4Bn3;1~r
zTnP9X3Fk<==N`bs>mBsNPm#Wo`dg9hTp-#Bn=!ag?lDVHPWbJp`!3*9f3>6E_99LF
zH5dK%faIA9oLw^QM<4zW>CZtQdB*%wAJcYRuWvh{S8)E)we13q32P?Vs$ViTk966S
zuP>_88TzQ-VbAd~LgzoVA5%a>_Ni0O3$2~^7RrV@V-a8TOwmRoaO$yc#vmsC#~~}?
z(VrvkxBd$KrJ&z%Cf<&-*kRUu0y2LInfoE{Nytrg6TcQ~Y|*3OL9%z@{91PxJ5V>4
z1^sK4K;5M*crVs$gI=Dypx14qS+MSmK2UcN3-$=vn|rXfZ@notuw^z2cFMd?<oy`5
ztrBhpTr(fEJHUS_;>*RJQ@mr>WyL#gy{zs!oI^%i4)k78Pjet4<9t@VhR*56gle**
zGmN@wjQPThOjd2vv%=0k#_d%+!%NK=$*SuKXB5sqz-j$Zlo?QFI407#2v0Si5NX<z
zFkatsrn4aJ8`KvRpWdDio#jDyxfts&@^MZ&YMdf;uKZHWpMzs?rWvN+O2KCg_<o8$
z2<7YE{Mw_(e2D?CSn!Mk?|Afw0q0^J`a|FL1^S{Neeor9zYet2Cnv7a1-6Y~bE)2r
zD`Jaqso%cGy)^Iu_LIG5;sSf2<6M##^FIiD#?Ut-EWwS~*8;N_2d_k&p&0uba8CT=
z{Kdg>xN9I@G;Tr|kHvA&lLp2^DcnnpYx@{&s*h#!W{_^yiZz(_PUR9yFg+G)F2*<2
z_gCN%ed`Q;5yia}GgiGoY20HL<K&nb<HYuL2z)2BWst1U2jS+fjV+oCSq;cL30@Y)
z_7{TRALqveIqgW?56q4U-g7FnpZaJG%34<pmWBAdVAdBMLfLqX`}$2w1NT5Td)#r*
z5es(EcqN@+uR;F@b20zU05^#ILGmG=<U5J7lPK$v{Yhh4tkvV%K0{fCo>gy+yZ7pA
zq1Qjgv$^->FAm;^c|vleUlBW=cy#O2u{J}8qv<S~UVbZdYJS_)WH4F|WGLgx6~KlY
zEO#3|z2WV7<<9<A&72@Ux;$~7rMn!mn`V)`&=2N!`<&_Q0M&5^@+2MKLyIB*0q75H
zOr>?@w<rfZsEsDfiPPJcW85vn_*;r`xCG;Iao}rDegNaMneJ_f_qlMM7{gNUFIyV8
zPc!}&>e*cL*E)V4>^aH;J>x7vvTaOX3462wvRE)~X<U1eHYKw5Zlt@$&|W;I?FHzG
z_UBHib6P7D$l9eJ+jckbX|8s~=LHD&S&93uk+s*CEDihwa@=1Q2YH6?>z$zQhaTjb
zb<99xk@xlZwi{4}^|@VJuP7VaR)ex<zX;9!3HtX+18cvUu{Vl*%c1+R=-=_Ye?5?e
z`Xz&nFUQ0y?0jocxR2=$>l)BFw=X}Cp*NK0qCMmF$|$AohP#Q!e}J~-vk=!weSS=E
z+jheN;-8_PP)_TdvCeY08R3<;7B*$UhPEglTxN;gdl~J;x8Z(><^z>?jy5!nGqM9|
z3JV(I*{J0{!+{FSui@HcL7Topd!2G#I>Wk{*tQ5|>HiG1FPCM@QP%J&&Dr#}*(h^?
zC#$b7XocKepM=^;W`m)=U<KM}t~DH>J(b3;x!Q05oBx3{%(a!EAsK0$ca%B%-z_uu
zYv<y=o>1XL@XiO`@pZq!T8Mkwd~s*{@2JNKTh|GBX)S(`>P4KXi1_sOT#VxvT9Ka`
z+R5HjX$@vR_5v-9!cIB@I>H4GAK%}!4xf~3Fs;2Y<1N7tac?v>(Gq+%p6yrcteN)V
zBj`Vxm*<)%^(^DP#=9&B0?-TJzpxi6Sc7%o)rIksiTsBkTXBl86DW`F$L>cSOOo?L
z+IUB?mf)H4S?z;YxNhhU_S|#3A&KfH`Ny{r&vW4yDlGMj1WVA@A8P*)XBMY!Y!f?n
z<J)GE5A&Di>saW<0G;$=z4-(>N&JDOfBFwt|4OX2`!GhSzbb*>fw|fbe2k!A_d~4t
z2>RkE*X6jj*G7RK){g^8W1A)-FP%MD(1Ud$VTvV?wb2s1R7t;e1@1-h=sDP%Yza<N
zEJ5&Z#-sP3^A^_MgFG|hNWRa2Z^!A-ysPEiI<2MDZ%5Jg577tpEayGy<KfnYEs(h`
zjvXt<JbVUnb<nyLv4>E*-kZ#teZW(AThrS9hC0axb;@<j8Qwd_wAp}9^P}gejz42)
zoF>*t#V^*)y`ZIgzB@qwAkwE1(>ne#(x;FnTEh`Rd&noo_C87T2b2$I<B>ga9QFkD
z6<bJcrg1f<tzMV&p2f)KwcuV-n}_Ec^I9ek&SR8^bEg)sI39VBUz^tvhrH~;c_zx6
zJvfhSikA6<^SWY?H)(L5h4R)8&V$V{uccsc9>&hR7M!cKvJ~ssyk{=A1joWAYTbc7
zH<ndDhQ7oC_EyLBTl-rydcav>9^o*|$CGiaIrM_LuMc<Ow7yc_a5iA1{ZF<s>9-4f
z$wrPGD@V{z#n3e`hrJwG{wFGj-g)`tq2+H;Ir@N?!_JPRe}&4?AH00p(DE0k9DT#f
zvxk;HPvz(*UJiRQlK;O`Ir@y3!)A{xZ=-VbU)`kP_h1^&#pp{;zji479x6w_^74YA
z<#$o})w2BRq2;$yImQ5|$GIU=z8xs{V?5yUsog2Z!>bq%X&4Xn*VptDoe}dJ`|L5C
zmAQRT0~*5Jk1=r&W8zhe3F1NPrw(QOyu!!F;OAbs;Pv+uI!{>mvq1y+kzEzaSKf?#
z7G}gVN%JVn0mDc(8usZGbjE4KdF6zhw=}LUjI{(`o-XG5t#G@U?s6_%X-sUgC>ie^
zMqOPvH+-1Pf;&^#?hmmR!k*txGSYfC9b=fU8y#ZZXxJ#uD|Z7IV;lR|z*!#hN&8RG
z9s%FTa@y0hb#9V%cIeptR_qn6dQms+V<S+v7WW!eKAg=77jyDhF3xTHl7vo&tBYiJ
zJ}+c<g2sTgzXx_n=6YdQj+X6PaX?pOLYWIVbYIbnyD!@+(N?<qAU;{o4aI4YI2OqE
zE3BamwnJpUMcO57h8SmBJk=JVekM5?&MhtIo0q`181t>=Olbc}xrVnK))gH?`t<gL
zIQOw;w1=O&dtcBM<>0whmeR0CyT?&|#*2raSFeG;SfdW{v*{37FZ>p=LSGM(oLE;n
zAZNcuHXG)PIR-lUdEO#}&NSaF$Fvz^+5q0lg)G=Za|b;5+`*nK>}NyUBN4Lkarn60
zzgCF;JC@AlA5FR$PWP&g&M61_OfjEb4w@HQ9g!TJk4ia~3OW9ukz<GsP3P9(eV{F#
zjJu0aXg}@K!^zyKGY{4scq*o|%Y5Z9GMgWib2v}POm~cYe(V$ZnfYRkctEy=#u%G5
zbUYJH{S&$(?f9i}YnY2UiL$^ibVYOzXu|nD5@(2RR-aop&MPg!PQFHsX*)*ul&pUN
z?E`c-MRi#o6LW#qBD$xF<WD$r+jK?U;E}^p`!J^p)$vGnO^+^RKH)UpD|E2$yFxeg
zJo@|4L!%Dum;M=4uYWD$dxUIP_&(s2&>8l6ai$=BaK1m0d>0AbE|I$Zau`|J`fsm`
zU#Pmko~P=f3;oOc>>Rpy2Yr2ZU6{Ep%y))m=I3$JMS7$zP_G~REbV)dx_I_1x-j1%
z_%_TF_Nwk&x+prgE?!H*-BKvj4*!ZE&3$#wz=z?j2J!(xpE~!@dT8i_eHQL>bHqIA
z#TYQ4E@RQz=hDt_d&C+^ygP4^ZJ8tIKjgs}<m=F|w%xUspauJ?GcRvZ4;#OLc$j`H
z=1?)&8%EYVL(a#!&&3p(p!2tgXRNsM(2hg8n@hzyNj&QJ#}v_CsY5u5vkCdz{04N9
zcOha;9ox1ZZ8<?UZ5+n+3IyE2sdvas$$5`tX%%Ch-w8GFdycfWJkXJS1YN5A-E6=b
z9_h1FgStts4)itM*{i&%Exp5xc|#%b%z3XKGEuvnm|t=);O8|%3i2?{2IYx8Bs}*f
zhWlq=?onTSjrxW=({TR{w4LNM*3(*L?4!FP(%}WrU!=W$G6}XA+D&p&`y<O~uJ1wn
zELgukM@%*s@pk%kMGE#c>WlWIrTu$#N}mb!q{2T-U4we`DGSKff?qbCC9%2tpnL!8
zO9KaQVu6DRIO}45nPq#;(6{JErR{I1=QzsbxESQ`@kf#YWlq_TPMu0OrtJ-s(OOC8
zz4@>mKfu|u31?4pF`dE3wk1GbtCHH+@l~kMkja{9Pqv|a0m{3<k7SLfwdYi59`QMe
z^Xq%yLH<VcoF#)PeGRn6LXTZ~LmS^0X#Wpb4lFnJ&o?{{JHR+=K5swH=4M_0{4C`4
zDzi{#2`<MynbBw=-@0Q>c$Su6W6jGUQ--4S6`zJo;JZ@Fm5Vw*MxBjuZ_Lj^TZpDF
zR`@bagS@M1o&9z21#6+UU=62xFKSC7<fi_aQKBnaQ(NBO3j3J*^FWqX*eN}b<sj&~
zf}z4B$drV!*$J7*-b_UQy$+fF0GUF{$i9yLP~q#4hwg@nH_2Cyy6P~dG9m9l$oEh5
z|Lf?F*Bj7Ylz#xa2H-x2vV+QqJ{!&j?MM^t(}<rODV__G{m1H2FLb&O_>ZHEkE?6N
zy4Hi|dygXTo9?4d=;PZ?>EqhI(#N)aEuY!Y9aRu(AKj^RJ%qm9i8~eCoivSPyK4}N
zao<9B8?+8R1DM7%t@XJ{!X~D1KzFG=l;Lh>E}etMBGCC5cj#|TKuAZJh%nq3%|6E%
zor<y(sH;_u-`4Q>O=~lu>}>a~6Hs=xd-u^OJKG&@BFciO&#cEdKtG!G>U^2d7K5@&
zG3T{+n)~>gnBI08ZKpFnwXqBL)y3d(<d)pP3gma`C!X_ejON9OMA&?wy$<;Ne&x$h
z`#!x^ziDj~QD!+I=2{`~JsxU5g1%7n!k*y$5YK|6P=>W>?r{45G9J%)FivnkI4z%e
zoDn>1ir9xmUqTit!}Gt${yTY%CGaEAldN-qLt}<v?>!V!X3=;Q^yAw;8v$9*gyt1v
z%w!R-)1sd4GYYpO2=8Oym~f}oa7L*bpvChJ<QIP(nx_oPAJ_J0<YWHM+jm-9*Vwjq
zk>7<iDD(6H?<4y2+WtWNk$>oGZT`fzmx+HcG|x6DKfUcR@$V1Kdl2`9-CqsR{F?Zm
z49)ApJs<6_MQBg)NpaWSBJ(yNuLFHX&mkV1XgNT4@-0+9^5{9mp`d8vSm4nee=+SL
z;I#<wDbgX}foDCbZ6`td74qqMzdCn1<s9h5960m^-G`2Cvx5G9n)li}Ypj1O`z?1F
z@3b6vjP$Q0CgkA0*kZJts>d1mFwV>b_hHRgsU-GwV;xJt8cBIs?AASW_JxlOZ>xIO
zZNXW+9DG+{yzF~Vv?Wp6C@<%Tv#<elJ=0l0c}w(<0p+=$3tZ~oU6*U{Ft4_tjidv$
z4w?twwjCX4haUF?ns&Tu#e7w8-$8lg??7#uhW1!wdoqh${c2rmdlJ!}%r^$NXT>6o
zoM_LX*9O{isBfS>#)TR@v?uQy+VdgqK;YlgM)x$zd6r;4`Y1v65&9v)3b|=Lv12Ug
zu#ebd*qhY<N3eGq&=!VvOhLb>ZD>KCkX}3I2>a8F@*c>s?;|1Oq;HUi<j8{z2FTEc
zabi#s5;CL=J0OGE#G3P@3?#P#8BEL)q&uW;$fU|qFXd>QIam(c5h2IdiNo}Behi*p
zC*pbG2s}3&iRXt&c>a=%XErIg$B2QSy-wIo--TU_cD3r$`wiBZ6l!lzC?=2(`N&6N
z{)jP6KBVb>-F7J}oCo<%WZ+pp?oH^~J>~CPB=ScBz6bfl<H2iVxQ}l)=8#v1`3;(`
z1>!kGPaJ!b_V-uju)>}Tl;&~hixBE0Iy3tGAf9tSoNhUVXGeujn~*648?EO8Lm+E|
zfO}WLPDOo3k1{;t8OQI>N}%JN@PCKz|0Nw4g7>4#1L>8Pz-10gU<_=Exnx(Mjzd?+
z6tzm5yfsVM<P7#E?F;pQsf_Sm&KCCS$%(kb%7R}4wQVFj)}4cN32P4QV9jk0vgUEn
z-+Y83gdVYmaGwgfo;1^XBA;6{8}x&1ew(!UmtZVWJ3^43<e)ZC*&XQHju~vf<a?|K
zyadg-wuPK#Y}@Ccq37``O#^7^r?dUC{$o_Xpc&gXozskm{~Gpo4UHc(#nae+Dd(W)
zt~Aa=ajcqjVw$ci>KixU!%lgYpD5SjdD1jWXCgfv{qPU{xM`p2)21B+UE)|)n1ppG
z`NoO&e*k!T8Y_$iOl$qI>6YLdH>Te|S(nmu3}c1-*=}I{&*o#C+1Ytbc9z^!3)s%#
z2~E2x?R50pS!xs619leMRKhH$EvDj0w_|Oxm~4}lApRykm&CCvhT~P5c_=+giJ4Z%
z(C0C%`4Kjz$qIWo7j`Y3_qrkPMJ%PM8#W%vc?fc4Le9xj&RoEg*@UJB_zT!>Qtr=V
zN|PUWdC1R$%!p4fhpbazZ_^owo=cWyzR2q&nI`K>CS5q?a60@E7knt|coDQWqmG+p
z9XE4$0${;gz^P4tm-xR$`6Ix8MB+cfVWGQ6oF)B_NZmccbWJ-Uk9~Z}q=zXsmri<!
zvC~)=oAY?P^?m!$?jw@#3*eInzIl?bXw!tITq#E;$}_<m_o6}QYV^%9Y}8(sQ2yAL
zp~6vUC+Th$bf^1}%{-z{z?@CtI#e)cNQaq{uizu(&2(1x6Hn^vOg5_N0?3(Xwokf5
zH>L?|=do_s{lxpf!;jj30otwdJOrMv<6Obd4xfngOa{&l`+Dij!R=Ol9`8YWI^n0;
zvkG_F*<xLy^KCBXZ3ydA*F^ZCCWte7@hDx<{b)lP`L9iGD9FcrqxqL!x->9;A=Z_z
z;{qA8a4!O$%i&8(JYSwZ3{R{P*MeuqbxQ+p!<XVuo8kiRUpoAK^DNYHHXA()WoJ9L
zPNucsNnxKIb}M{O5PolIZBDd-?imh1hW0a|ar5B+U3gJL!E3OQX#TstR`?ko_b;%Y
z(%PN_o@JDHp4=+d#z8)$@u<rHn>nqT&b#B=TJWrs*0Qc-T9*Y(dNSd;y9)OpAI|{z
zGwL2Zqo%Vj(b+IRtFhOZ68abP;*4O%dVE4}Y~$w)+~Fwih6*2n%npxe(-G`FV*j9L
zC}Z0`#2L#;{tEDuJ&|Dveh;|nnxC11H6PDDjM%FZa#{0El+ihC?!^rS3#ea__9J}~
zef}K@w@dhPz~?~^bY|%u-%y}F2QeH|__O8CtwNq@kiX{-O2FABbe~lw@_Qa*fnMwz
z-2su$z^gmGp}_KxfFH66JRQbX!Iz<X$mVO+U(J0&U1yZAPiQy%8BT9s4?AET?18ng
z3)a9sSPg%oRq!W@;m?yACN$vPk<hpk(BC`L8w!ToclMxuYUkO`hIgU-Z0Elwl%*Nj
z{x#5vI(8kXuMzpXr!^E{?xa%x()pIoMspq(ZKS=P@_lkVE`+Y={ir!o2StE;$&N#x
ztNktZJY$<1yf-7z8Jo@qrsSplU9rOF)ckkR2mR|{hyG6JvDL_Z)83*!eP;&x^kiuN
zi;$7p4Eycabl4>{)|Vd@v`*?b^pEXDVUHz2u1=-@S;EOWqVQ*3z5gcKQRWnNko~hl
z*|nz!zUaz}BJWnzTR63$V7PhmUC2*!?Q@Jf;@kQ+h2MA8eHFT=<y2^H{gq1tyRjbR
z)UiNL;_&Oi4DdMHS$_)3cH_*|DCcOS4)f(Coq<x@CZTLU+8;Wsz@}6%W^@=kdW@kM
zjHOuElyP`>Q)wO#dp9GV9eZ^YD?E;U{0rE$bVerI+E}}_KL>YREtp62+&)7;j^7Uv
z{wm}V-mVw$Zsuf#zr!{WG}O+^&_5K{ek|ha5!Y<r+J8`&+Gj~(g^jS)0%Wf#=i$EZ
z+EZOPx8xvA=M&1Kdz-zw34NdNvzRgAAktJ;7S9%#6+?m<F}0DNzviJI??oSUNq?CP
zHlYu9!i5KQ>3toTJ0wRB`jhNa3t(E`eh7TNKB3PWcUTrR8WzrPMcj#)Y~%phjMx)!
zZY|t}^`i{|=cuPHoRItcg`-xU%0zzCWXl29sJyq^5U(Dk+mNG-D7V3ec~xg#(1*3L
z7-RYq+@(JT{X7o+Se0~dgVMBT4C*A=zC?S58#7Nrwz2TvQ1zXQeRwKp>OkK&$AWht
zn)Z~Pp1EM(MHn|mR^5SpD+j(8-G~#IWzlp5dTxbuEz-4gRzms!(g&<cVtFq1NgBrt
zvg&R$-oFR+Wx$t|<k|9dXfDlJ(rpv+ah{)V;BZ>oEr3mcY5s1ZXH4+%p#7cJt<&3=
zVoWW;*jkJ+mXEQPhxG~mV28!??r*w(`+J=dAm3aXe_vw!(Owd&(*?daBBtr?&u)C1
z?xWLj7fR#nS`%x&RC!}TH}2w&JOm%7o#HHUw}Fp=x!qU;6CfA)EcMEMoHl|L+O|9U
zU%uYi-y5$BV6AEH!Sj4G?z4Ju*W8Oe<P)qzE750UH(JoYx0bv5v#@WJ;m$e>^=IMU
zGb_O~zZ1^``hid9P6Or+-K+Ak0{y3x&Y+um_@mRa`P(29-cR1&s2ks8!1=HTXEKs+
z`~|G}Gt5o$!D=nb>Zg5Jq!;!#mTl`d1Vj5t&*~kxGtM+WN1xhPj6S2ePIVI>y7y#|
zHBt^Z0EXqD^IjS02KNHHC&QO&varASdi1<l3u)i&NkqW9mRT*<JklZE*%6-efWpt4
zy}-eq7O+)|HIw%6mEesrF#246ZghtMoC5Xve9tqYUS6jjK9Ch+E#*GkJ9Y5kh{t$>
z&-QjBd=+)g!tbBfCY+ZT*$(s$0Q?m%s4ut`_0t&&eo%$Zi^%skt=xw6^1tZ04P^9-
z_Vhfe3xwX*2YNAPcHvxVG&C0Uz8$wM3vz`XjR}MfDvLs)*g$AQT)&|@cTvU~r8*aT
zhT%_w5A|Q;O$`CstBfemL3uImoR43CJp?|KbVvLfy7$NPC@0nn(p%tt_-SJuIfQ<5
zPR4T@*b=0NS<o%TPRZLjnFXgKuMToGek|&9PSyv=Pk{6Jx!8|Rkk5rn=!(`6DtqN|
zrN{!AR?ZRmtDK^}G{-9r-MWWxK7CtXgf-$=S;MV+dLP5PRL|mE4!w8FeeFN+4w4h&
z%8c<zat7WNGN^WO9pocF!^eOp`g#TWXF2BkGWdK7pXShE_NMlm02bV*ZAITupV1y(
zkLNq}7=!BbFyM3Bh4ve1pNF4Ud8khzch4hYoPb9#^A<7Yej#P}r__z%VX>#S1w;2(
zLZP`%-O_*$d+J{3a&H3WINBtijU6+>p4^9dO7hUy-H3W<t-~6sKC=tUu$E*;KIw&Q
z6DRgoVVjI;TZS^~KY9lzvfZ>+kuOJQESpdBlKP<wbs8WC(ofNIG{bnh3pK3Dq;Y^W
z#xx%f=Tn~=*|B=ERgCN@8aGB$einRx+l=hVyQZ;@yNrslDMv}@>jh8ZLGMHnjtMx1
zudQ!4Qa#XJ;~t^A?mD42kJKBjE4Lt>(P8R4gy$-e{qZ2~7&>tONBxH9llN%bzYq9$
zUxkl_IMN;VIa<fQX?-U@0^-*_h6U3*gpDxa9;N6jpSVN347%JOFMONXXyt*f`1<eO
z6JmV+HtISSWi+tr+p%{Wd)XB^Bb90c<~MB30>k-iH2G`wmAS(HTCUNUn~LxScjj3R
ze4sOw)86Pz&t2pii+PRj08l?VC*>|Ok79FaT*EdLYsh)X$6Tg&RGh$drYnmY$66LT
zM=OiA<go+CA^#0yS@6#^_AZg{%FM$Zax(f0GUDTQg*QXLyJ0I4u5+xi=ncZfHw5rp
zrm!`c&D%?TybpfL!2JpEzQkFG>ZEak_utW{W7^`SJS~7>PZ!X7LhBBNwC`CCbV4Tv
zysu(J`*R*))h&t8%@pV+ja9?XTgZZ#)}&wHY(?v%1@|`@`n2){j4drc!|xY18R1Kn
zbI8=EjAVshV$JW=Sr%mwU+5|0DaeX^Jj3L&j)(ty7uuw@k@S<%i#uA>w+L;kL7V3z
z-i9`9nPlPmY6NW$^Z~nXQO2iAbpzT??fgB~OOmY^wqzZ2ygPw4TVV^2#~7w^I={jv
z{+?o-D^V|hen@kdbbIB$LhV~7;oT_6vJ3osCI5tG<qF*YS1-OV_xdjAd_MGd9OudF
zfk!-_ly!E%CU8y83&5Uia*oEBj_>$x@s1srksNB@(_C@>OyJz`pe~@c`5Nj|=rR-Y
zlg4cip6}f-Nm)c=;~mJt_qiWnJdnM)lQplAePA+T?&FTh3B2Rj`&WRE2{y=}{y_is
z*jb<(&&S~RyqoxUeH_|<DP%DNm-b&;yKGm9^`7d&JQzcK_?mu|m{a8ELV32!#Qe{q
zwqR~J@%)PF>%rPa`lyilus~MIH^UyH{F%t7^{57YsJ5H(i&g!h?WC*yc=qcYjXlx$
z?w+iDY4>N5pMsLs1b_TjNw0LjOmZlf3c2uXJXKjQ(qx++Dir$_;Veaa$v>Oc<ZrSk
z2!DB^IK$<x7P^=Uda)i2^#di}iB8CtiaE4b$GF`@>*UK`r6^6Y_Rm3nBi8z{G|y5F
zEmACejc$uY-?h>nfc#xJv-C{G_g2sc`{s)}@eW4n?ztj8@1$6>=v^A(MRmO^_hqWf
z=~0TtMDYI<a~<zA22O0i-acFCg7kbG?|()5Yw~A7dV0rA2OAsqfi(tua4hy>oaMIT
zJvZ3fM#!Fp?`qI`OKna-ePq{Oi8=lZY}cGaN_9Qv^>nNqb-#y=1N(6m##|lF5dXj#
zpaSE#JRN?<%Gka`D5HDf+jMNMiZdPKgm7tW<2nADD;rqzYP^&1lN-n0517A`FahnS
z{n3f{8)*KG2b_qw0&DJTc(zHpFl-k4({dW`GojCgLWeXyc=;w#{w2z6^MziXfKJv*
zo^_Cu?q15UR_A<IslFZS+O%Dm`%750bGnebJoA<G8TZ~>u$r}a>y!~?9l%*&gs&Fr
z$T?rBuEZFgmI)f1qjn;lbBR)Ip&0xQ;n~4S;FA4(8{SzZdXpJz2KJOPypyvkp}rtT
z!Fy`Tt?6{$$~n!dF*gcxj7oL)R95&b%3s7YlN8+VP<!sPDn;WLh&DDu?#ZvRD#~ZL
zANav*Y(1rIzZZFb`n`ZRy~buyzWo&u|LzqrzBbMlbNW2=>;0GqF6?bNwXjF2eg(3l
zovzV`7MW4cbm*iGI>Fd4EQ9Q~VZU7CEMIt=ab#1ylJTAuZ7}HS_gsfIl!0bBXyziU
z2HjrLCFsgQcRT3*>8x1zb7N9d3+U=VNB)G<PO~elD+K?MFADjZfcv<sY+<=^L{l+v
ziRV)AUj^Jc;PznbkQ|j7ISkO#cY)IgT)K-Rxe^i6Jm>dlxJNpU_vV5)Ba$!n3EXc_
z$9NzdlEtjMbI-*RpY8=Bac2VecO62$qX&gPKLXx~sX~|J*G)Dx)%S@Wwy~zZ6L>%C
z6#PPx!Q;{22p)%jEqE-IyguYOX>B!A1V81V=*uIJ`3Jui{YiaIeNST|h&9fDwT}Ak
zIM#FCZ`dE4=mQ$pM(95W`fo*_mMbjfHK!}A&qS$5GoI0q9)GUUV*+^7zI7{j(D{5N
z;&QCd6~<Tg-1hT?`+?tHrX)12R7Sj7hV{7&>w5zH?x;>}eXGj{>NBFg9P}IJb0PKZ
z42>*QAK9-|AMF=Z-$cZuN4_6HkK}7leMUYuzlmYHZ)q1geCTPlAJS2dGyXF|Pnr8w
z-KDiX^0dg?pRR=Gi>ku}=&uYmfD`9Zm+ug4yHwmKU3ERqx`kO}8^Km=fXrpEQ&+;K
zp#3djq|$F}u=d{y8hl@)$(e*_lCcbP$P&B+a)%}>)t|)gP0z_xs(TS<;rVZGEL%Xl
z_u*d2*_InH;w;!ib%NeX=R4S=x84+U{|7pD>=XU1dsZr`O~l&;{SsgJh`s5;I<;3n
zhTkoG0zZsZx99f577M~(s=Wf|$-QfoYO*KF!Mg(Un)->>!i165ev<KPJbSS!WBM{-
zgBy{bh;}5P9Zj&;s6PoOf!gswXg|@_0S?GL{<1Utet9&F3tE?H->!o_dwTma>>W$7
zhb+NfvKV_xKJIPu0{F%iKb!HnfIESGBZTf-aF1z?#k=4bljE>9b^^}HRjON{<D4Z}
zf8K}fiS^37P^{fFZ*9p+3gyAR*p2%_Zp%Iox^Y+^pF>P_7;d!OO=Cq#61YD^zSidf
zWjO!v_tF+w4&fb+3t6=bbrRpsxpE&lU+_3IM)0^0^`Wh!>E3?Y`Id#NKvy>f^9gjT
zFlH0Xi4%zzm90j+H;Yx<VZ+iHk!;civ~ikZS@bd1ILcF>>(d@=XjHDqz}#F8UV(jL
ze9}2Y``$>0Jil=KuOahBymtcpmM_KFUa?oqfk?V~Sx$7=r{}fEcj*Z(J}u@8rMr#~
zq%FsV47{$O$X^i@c?oEL>q(K<D`Re-^b0wR5<drbfaH(Pd4Dd-c%5GeIVs)p#Xz0x
zxF-MD06zPCK$haq2XN3XJ`RWv((9@3C~eZ<uoDA(=v=LSUy#n!Mx3d88P3!g2RM)O
zXL)pXRqqiDm%w&~ePhVQx&u3pd;?k#8$nBT87@+a$iJ}|^QUEJM!y;M5Z&nobeP*H
zUolzSvCy~Kobk#m%Im>>OXf(0%Y7%##k4=%gBW*i;yXGfG4_-=f&UYfjRFqQzI?vq
zhjINvtl*J}@qagPEbv2X-D&MNDtv9=_YyRxT97wOjN7+x_8v#@?+}ObV`1|pV}7P!
zo{qwN9gTTA1~y+R{6b>Gej%+h#62DPg)CpI=W_SpyJ5rmg(&N!U&w;Nej&MQhx&ya
zS)~vAh5Q5eEbs{l)~_Dy7qT)B&rj+8EEEHu4_)(k+?|F{H|fGWRouUa{X^CZ*)nj}
z>$zY=AS+M6z2#Vop}(UKDew;&&+qqlKxbc_3f;rci5HW9$ZFvqvc?ifxFR?334Bx*
zIC6PC`&Q_~J|YJAt<YV+>Lb!Mf51m1fWE;!Kwm$6L=Mfzxt#8a@r+0z9}zkm&B5A<
zJ+pTv3%21L`^j_`q<j2w^jF_h794^2HjKd$SQpGl(|9x^y<DcTF5o+hBHxKLKR>`W
zZVlfdrM1Bp-`zC_-x|WRAe<+{ejp)w7Mg>1yig{`diYK%0GbeF>zax0_kgZz89P9F
zp|NuebnJ4_p)8W_exgHLx~AegQ=lXNM3wF+=(;Wg9m*o<ZYLS1!;cqz+J$?HBH*47
zv`<l;?*MN34%-iZkz;4@>=kDU>`i!fgg&EwH|=EbF&WQ&OcbQ)Eb)(JmIMFLkAR=a
z*lGVn`UC7Ied)s2Waf>NxUWef;1uwA6TT;S)>J)x!hqjJ_bS|f-;{p;g^a<UgM4CQ
zxIe-Vur3JyiBU~H_-+XQi80)tVrv*4*K{AHxj)4O?w>&Z6c55b!2<t|kvQ*=FUoJR
z5C3QR!tdmY;dpP#JdAG)#Z5cNSWx(Aq{3#<_vM}n6~;jyN6?-;v}LI8i)e=(?XttK
zqZED?)Q+8iOWC-l!?;J-d6WMBo0*>b+Nk~|JJ6QpXv-t`HUj)P-Xfo!O_?uo8A!&-
ztYlK$l;5U*6vGzqZ()JwQt*5Uz8o*XSA%r-5{JhC7Ig}E9AHtGfG0G447-l}X_f*1
zW6*yr=|AT17{G#Fz(V&QJ4^dNhOZ6TrXRDIro-gJ0$+{~DTXi0QTTK`0$-M!;Xh(k
zV*B<%Pan#97K5+wsS$FDHjm*xHl!N?kAr`VkW=VxLQ@@d4_%Lb3BD~KkZ;TJ5MI59
z{|R(&f$mk`mZKQk)E+(R5q?aA`+)qKs2;&rw8!qW!LLcQ#}1zwlyP4d@_!*;7aN|p
z@w#BY{ZH{Hec7QWwGMiwmx6nz3?2ODKT`c*;QR7-eB(5hjd~gO)xj6C`)>PC*k@0l
zVnt56)4;mr)UjX>^k5*Lm~!~9q{+1z>*H6jEpsu?Ls*x|FXl12m&Ck&x}OzIG{K(M
za~{W>dOX9)pgX;Zc<-J2igTZD+|j;u56;eou7(0y&pKd_My@e_T7R%+4OfQqIbVN<
zE89e6ShI#Jv!d*5eh##TT|wpOYx3hsTZpw^_2YpaoD+o}c8wg+Ls$n`Z_1#94tx_u
z_2YT>QZ}p%m!poe`BN-F+1Z{g%tBd*Jn!#ZFKi~^$1|?2^V85h^sOV@wc;)l-=Bdj
zD_|>=e?95?S=<#KuV^TE1m)CEfxj}o&voE@(t~IHy>_L!=h3)8Pd+`br*u5-64Tm#
z1wN+n;ytS2_Nqk4M1CEexc?G9Kk(y*?+(Ma;(8uZnhmwv`Wf~)+|f2?j8VVUAaEM6
z#?``RV59JjKr!Zybz;o*V>~IH!e9HlXakM4a>)JL^};qh0vkfu0Rw(M?*7m{rX=|J
zEU*Osep>qZVBe<abdO=*rahPTZWqo_w0D;o#ok?RW6h&bM@HI!ABf>?CcY5?`Fb#Z
zGuv4e=}hYf()%XkejtI{g-p|mM1N#pFIW9Q4m~aM4A9~6%HjP$eu*+|AAJ|?)WW;{
z4FwA$^4>w-oQS;CnuY?pW2e48NqxPgq2Q~dd4Vk8(Yv3;m|qRo4fraxzAD;?_rtg?
zNN0TVRWkfQw8ynX#Hz1S!_5MI7rYvZ8w%>55%zxmWrBVO=JHfI2321r<A1OLUnQK6
z>F)CM_CnaF8(^mvz+SxqcI$eaE7!qaDVCorGp!8;y^xuFiD>>TMtZKV0rv)C4Aa;+
zj{ee)7qU0Vw;%S@ZX4+u^Ox>8i{*1g>O1F)qP^yN(GGl6m$#ezRm?cs^uwOd{h7#n
z0Bs~a&V`<jp#F{End)sQxD#pOwfqp{zB;=<58cyoX24g6p3&Cfx#Do^4#weGeRVD+
znNJP&)v;l3qr2`oD5K{@bmq}ML#1;MJxj#+9P}))2mOpO_!NzMdY0IO=YX`IQkr3{
zk9?*_&lJ0$KYFI9fJS|$i025eo<P0o^FzAN)6(7uo<IFMbWc6*C`i}uM?4QaMBf{W
z$KHTG*P#vcJg^%)aPGeA1H|SSRviPI%DCR#l!fnd<tV!HM8J@}8Uh#M{-(gFB&^E8
z{aw~0yV7%GcO@F%$mF<vcxFiWxCbf3np-#xdv_o1$$IpOZFNdQ`D&cw==lNm)&ltK
zbKaQ`H>8tq0G%uGT=b0;tXE8zA=0q%!)dG);WX_0a2mFLIE{Ooa2j`H;q+up8a_DT
z{ArqWwkADWlb)|hU#dx8u1V)<(n~ezm74TgO}apn-l0kVP?Nq@lfFZfzDtw-i6;G1
zP5MDix=oY*g(m&)n)EZ8^z)kZZ#3x_H0hT#=~p!A*EQ+4H0k#==|5@Gf77Ht(xgAp
zr2nZ&f38V?sY##Gq|a#5y4-=jj?<(QH0dNwdbB1zR+CQGq$g?8lQrpSnsl}%JzJBW
zuSs93Nnfr>=V{VQHR+X_bb%&)r6zr~CVibIU7|^E(xl5YX}2bQlP3K`P5M@mX2!Jh
zjYgyS>W7On53|gN*~9c>i1`2bQ^Ip@#NSL_!cZ#932y`y-$H-hS(coP|M6pq$;n3i
zZ!{JcGxJ4k!i8q@WV6{^JlR}qnLHW)<9E4k@?`uEUWJ8h{sk8mjGaFp|IaT>onILH
z_~ZB=zZl))k2Cy_e{3$6J+5OCejGroDJ~BG;}@fgi(~koF_VeK5fX>v0GN#N@hqNx
z7te~1pA#QHf6-;}@j2rsPD;DLJacwh+Pt*1G`28}Rg_d#)n->YZ9c~)m!qOI+vlpR
zs&H(xR(U;T4!hrle;SPA%pAa(ITR<ms&*UxjV`yX(qXkStILOfR?O?E@w?m(w!u^B
z@H^?BjJs-G!K&PXbsN_%W;x8pY`$8z-Q~#+qxx70{!uM^1*q`v!CC!Yo83`jvzIfc
z&0SjID79AFeC4ddW4BdUxi~)5S!n~RmAPvw)jVEg_0?1|ug$&L!F*0zl>?Z5htCg8
zztijRIXxAnY#ZC=W3{Z-$F67B``FNCS!b6HmpiAFJ)Zy8o8R}&{*{a`Q_u_A-%wtR
zlmp>yr4BEI5ebOn@wzs<+{oGFsvzZ6*}M+7A8-{~Zre;*zM7IsPiYN`eGZ$~?gX*j
zMqNYgud?}_z**t;JG@n12mYFHI7GWmr2y=HN2%#z6ZG#h2_7c9&293yD{4(84ilH6
z)Z}veJ;-xVBFv=<oG=RP4xcZZt>N{XrVee_R1*e|$yVWY*h-0~!)?M4@_12kwyD5z
zvCHl9yKEIMAD7q!Iouw<$yZY)aac)>s{#YX$LzI!r^jve*0}vHs0#m-oGd}}7_l*Z
zo6$O@G<!-Z!@p`*1$~-`lWB{?>w~sTQ+y`RCRGhnr(|C;YnE@Ssnp{TGF96AcBe^J
zuOVVqDcKzBEbA<`!HFI!HRW?@P5#;{hiOXoY_L+>W)qp75}H8gKqtNVoetAhugAUF
z<a1r`m|^mJYfWB<ke;T@psKT_9Ghy~d}dlbUMtNlPbs_1UaRJsrff9X{H7^Ym$Mpo
ziKoV0Y7$67%njx&liT4aMW4A%Ht*(|N*ZqEj@qprFET4@e0~}k;$M06G0`;8_-*A}
zPhlFL$voxyQqyMF7Kb}463?;CX7^)^(V$W*8HAr_E5%5xs4#7+ux<94HhH|z=u+9R
zNN#SANeUQdMnfOnP-Eu{j#bVND<dsfOFecJ<1a=I&){><YOSuZRme3;;JMI2Kt!Zs
zZm#f@*eZy-OsNI-3XiYGOT$v8!UdjEo{LD$Ds^nK)l~S2i<(4{)mpxF5NLB_Du{{9
zi-l+dUEuJWFfVPgFHCYkX`As)xYSBoD5m;M)JUXk7+{sQT0RNU&83bCtP)t|9DdBf
z&8FcAxD;-W`(k1;s8K@&@Yi7fP-PV>5r(<PG%!H3wOTQ4bzu<Dl3=g#(#nTHW81U|
zGl$QOEw+jp47(a1W}M3%7LN}dQm<B{LuDaxze$uq9R7R44C>EwOG904nmT3URCUq7
zz`(Xg3zrr1#g1v~r*xIaM{Bh<t9)x@j+<|ZSU^4a*JH73&{9GGpIVf#(-7q`{w-LJ
zNA>f>7MnMm-sE*S0P}piqoP7h(}wJ~l~g#G*HKl0O?hB`4qZvU#Tq?~kwH6cc&R!2
zV&ua@gnyWomaZDNV_TKj-y+uru2?ojMXtnDbkU%cgNfFf;YsAGH6V#t^rmDl^qFX_
zLvLU+!z8K*uS3{H1}}s@mRE!E>*d>`SlVHmlpq6pPbsz|H|<5B35!3abOvwKl+rA=
z0{>zs-wFu3L@?sZY)P%(F~ye^xm!_J6YA6{*vYhr*jBj|rL;k@JlE!n9qv*W^d|EM
zZNgZlO%*P`zrvwn$^Fx-HpXVJu5pRRUus&SDt_wrshF%}a!keBBB+2(RS9^#rb?HO
z@2WFQ1FiK<!G93LFB%=z*I6le+XnDy9Y9t#TFj=Fcsvz|u+Df9`COYZhsgdRs0NzW
z!Z7;0er>**0jo!wEx-zF%Gz8BQv|bVXqlQxnu7t2ea&MdwrZ^AmwIY2lTZ*&s3n|r
zICl`l_kbF#z3YY5A-4h>MkF`cn7T<|%ZCB!qsdBpDwHpG4;Jn;+rTKKk;6yOl<RBc
z7`(n_0CP&|0IE+Nqr-RbcVJU&^PBh?f|fMY>)Esky9%E-)Oj?2)Ip#&BW!w!)sJs=
zF!gQT(!s(DA!*)fv|=((-8?lbJDY7BSP2F-nU4dQAr9}Q7%=v!ET1pXn3!~$fSFb0
zu#tIe^LlNyu->q}{8uzqI-oF{34K{<8^TKHj>{142CZ_<zO1l%HLbyfq8=I~m1ZVQ
z&6>&<tHvwLJXpDYG;N^S>RcByYY-bK4;sm0Vz@EC#{;XtU8^pU*sp0I*~_)d)b&`O
zXuXF8?S*9xHS$j7t14dx!&HptVb}MVDzJ3{8T-G-4Lh7$G#Ijs0vOQf-Hi1EL&odC
z5(ASCyE<~MR%G~VyfmN5@<5i!tTDE;vQ4H!7|*s67gnxXszKn>-hk5tG-2l}qnH`6
z18|D6SJ-^~3_#paWvK%vCLE<4Sb<4%WEjCH@;WL#TTm}XgbgMKq!>6upg+VM%!Zs(
zvgi6D1*N>fl75>*_HbJwj+s~}%~O1r($4U0PT_bGh(qXk2y`njR~|?y#yu_lVi0g;
z%5Xi(VloimvlY_`XU5eipio<eKlo7^IBW!)&Yt63nKA-dyA>8!mBjR>WET5y3X6F$
z4Xnp9He)P{iJ8D+tJ0bNw)2?s@OezXd=gWxoy2tQlko3pXE5D*RQMuZ9(y10Y7^7l
zW?~Hf8j3TM={hbz-i1u>oWgYPPhqjkr!wVNW){;vgR#<?EXH{`>a;N3d3h}6@uf`P
zxQxYAt%ZE+m{PT#u^X;nF{R&Uy1CaeyyC#y3F%XCg-pMcdeQ!rdTJBFqzH=Plf+}v
z7s1d6j}0=0UkHcc&%|S>ipS6ek4MTF&u=)4x_OLyU>?IShsW>-<1u`BcnpU)9>b5D
z$50`Uaf!`i_%8DpKFvIa?=X+y<H%#`W0DuXk35Eoc?{L^*d*gj8Pk0e;X}<lzEH+f
zWPFi~r^?tY<186Zlks#Jqg(JxsfX_?kF#YA|9uY6k}-T6IXqj&b7U;WW=j1$3D1}D
z0vRuqF`hf&mr{@S5O@q9T^?U1WBBfJ_;MNN$k-y|Tp8!dIA6w#WxPbjOJ%%F#>-{A
zLdGj)yh_HaWxPhl7>f9%)UT5<h9rltka2;GH^{h9#v5gPrHrqVagmI_C*!MSe2t8+
zmGSpw3_oi8QtGWTE|#%P#w9#v^&*P?jcOpOfv5(e8i;Bjs)48mq8f;5AgY0=2BI2>
zY9OkCs0N}Mh-x6Jfv5(e8i;Bjs)48mq8f;5AgY0=2BI2>Y9OkCs0N}Mh-x6Jfv5(e
z8i;Bjs)48mq8f;5AgY0=2BI2>Y9OkCs0N}Mh-x6Jfv5(e8i;Bjs)48mq8f;5AgY0=
z2LAUnAm01`=KAWZ2uHlFuEl=xC4y3zvx8#sHaDdre`-DN@DBsvqXrV;TK-`GOC&lA
z$=_UFZwi~iUud7jc0^#Vl;w;03*N;;%GG)!$XKVBa%QoPh=SWPDP#RGEgg*5De(s9
z4uy_$JTBzWLT%1!RU;zvHU8m&6t<9ma9}{M;(G&HLXqC~0>vrpIT;%c6FiIl4Ehyv
z1}R~+SO%5;?*T`BR96a1;U7$>5?{{vPgMU;PT#`6-$7)i{{-!Ds6i>ug<PH#b_0)x
z>QCn<>J;`(cnK2k4asjj{~*LretwVO_f2@IlHYBdPYP=}3%^W>m&!jpfq%G@$3yF#
z{w?w5O1v)4$3nsm`^){7cxxoy@o(UF^|!>^B=JV@4{TV5m5nm1z9n9*#GA$WrLa4B
zJXC+Td`rCD67Mqp;g1yd0FQ_Adr0Cf=N|@1VU0W<ig%+NFR8rf&a<}n+ZLE_9E@og
z4F0zu@huO*LS4`QtMPwJkSK9f15ph`H4xQ6R0B~BL^TlAKvV-!4Ma5%)j(7OQ4K^j
z5Y<3b15ph`H4xQ6R0B~BL^TlAKvV-!4Ma5%)j(7OQ4K^j5Y<3b15ph`H4xQ6R0B~B
zL^TlAKvV-!4Ma5%)j(7OQ4K^j5Y<3b15ph`H4xQ6R0B~BL^be#nFdUd*NJc(Z-v_t
zhhGjyItGD$;}NuPqY}(4aZLL!r4wB^zk?9OPhn<u2CuiD!Mo>YRwL{{co^XggdPN)
z!p=-aSc~99*n#lx2(KaZAWYV=GkFLl2=xdLBK!v72ttw`We84$TM^n3{(@kLVP|F|
z6d_!X@Kc265V{ajV%eEOghqrGgy#|7M>vI$8pqDeKv<5j31J7q&k$Zg_#7c6o}I}?
zxDMe4gr6e3i11GYlYyOCjNnIj0HFinZwSoD&YXv^9H9c?0fZM2K0+`gpgx492qg$N
zA?!i;4Z>##V-wk#OA$69+=cKOLd*zu=0b!#glz~9Aao&&7zsWIWe7JT{0!lxkxcmr
zAt8w=vk)vvj9J&$=GlCXbtPpEyWd(^Tjk(cHJdg$yw(Cog#(2=r`GTAS(kb}l^gtC
zmwR)ryL5x=dR~<8DRo%aI<_vUtn$|q?qU~MEpzx+_#F~EoC`EfdYeBCY!K*?u&8Vx
zS5~>i>$T=XHZPSBuw<LvQRR1e+-q!pyVK!Q^OrgRh5?Va(#ESKl4Y(f4)@vU)_T@B
zDm`A_970}ax7T>Rj#8CXfy3wbczN@w7}5_&N*Pz#yx^^36SQ=o@@;l&t{++~sqs62
z>=CU%?qWxk*I~C&JBS2o<{VJ6qO!{4^$$W`YpWbgy>5%cyQ#vnbr4oTjoa^vK$LkA
zRc!Eks?cLzUcFlHhFTvwaS%ruBZD%ov{lp$<Sg|<E*cKRLWph6EiGN+DXppC`jUAV
zA0m%Niw0K|i=x$zEshE?G&zPF;z2|ByTNbsJNOt|OeL#bKEGNgPpboYwa2~Ln(L#8
z;}J-Mcu<Clj4nr^gG)*2HMWWhkDcfUDsX5(ztdByRw$d{*koPdcJZc&91>4$oXmk*
z2AZ>OgVpD*!esJqqB`Uh%ttL+kVg4c4qJJFV-p|M5>1s;g3IzTc(ioLDD>Lw<r-GV
z+UOpV>2N!|E;~e}A*sbaTh72hSL=58^Z0r(n3~3tCTF?L$0wpBTH!17)^JVBjI|!F
zItdlH?9O~oWtC0LF`0{L79pj~8IY;a>2=sj!^49Fpe8%=pbP7AhhSG&Q&k~G4+b|!
zQ8PAFxa?difg*>o0M<)&3P>F^6w}x!<!i-8x64k;VXkju;nIb~dT@?r*;ETO%~Z1%
zJBW#vn#SzF3Zmi-EXR?!LLtM{wu0u6dw4>%Ni=Y;ba;JOhL{yi(5~m!Rc_B#x9H4)
zL5rcqRi()pG_J04`JG}aXfgQgSWlx4x!R7~=*AjuFL#te5MHP@Sn3(*818a960p=(
z;d7wPHMEpa##)bi5KMzDTyFLGX*AfK<<?C$7iNuBle4+T=EX8!>8P|<RxuQKy>=)6
zLJ(7|EJ4pY$1$eE(uTQi^|>lBlD1i^ydK&=Nnx>8YgO$wYb9UrtS+Cm(&lnoD@rP>
zYEk0EcDl*ss3=91Luu_Xto3%iYAbb)8_}r$%Y-MDoAoUTm(6%T_8+<jV#YtLPc153
z?oahwZc|dnUs(LOg8z|zKv(sd?zpZ$zEgQaxl?IW-buYV_VJkK^!>`sx;u@3QF=x`
zpnRyiP1iH-4Pn(a#50zJr1%aKV?UO#_zn|e&r5h=x{&By3HM02Pr?=FiSm$y#dnh!
zn}8395P$J~B-o4+7T-Z)Y@LL~_l+1Uld$;C5o0?fEWT63*iR%}VHWj0En)H9AjV#k
zu=pMiV;@Oae7^@YMj?;*z7As(B`m(j!`OTYi|^_%wo$_3`#OyIB`m(D!`P1`EWWG5
zSet~!_i@l}35)OBKpqK;@6*7xP7v~l@5|u3MG_X@nPDtP!s2@|j1@~*d^d)%1__Jr
z#4z@dgvIw_82hb+#rI(t>yhxRON9Om`2H64Pm6@7NjPPWC|@Jto97DHD&ZRz3V5f4
z7cUa<gAz`?RKV{`_+bghj}Y~V?{_hFg@o&u2>c2O$1E4{E(y<CDd3+;xM!7sUzBjy
zY5~75;Sbjc_;U&S<;Q1|MvD5^ZxH1dOL*bc0$wiRcO<-7Ex%TjH%M4~UyQL=B|O6=
z%DW`|wS>PS7_+&Ff2Rj&nA-&ZSi+Mf+#=y@2|p;|MG}5k!W$+0tb~gtd_cnG68@!x
zZ;|lp68<*{|5?IMOSnhEha`MV!tYA>YYF#AIIc>x_oReJNH{K8v~RS8Qzbl6!c!$Y
zMZ&WsJXOM%OL&@uS4en<gf~ifri6<ne2IiB2*w(ue#q@c2|GK4yt^fQuY@}#+#=!B
z6hYr1;bIAQNqD=2#rM_Fj}jK&S!3)835)NoG4`^A*-MQ7x+LtB@G*k1CW!Cm0cDhc
z-;m`-3BNDlDH0yvDfnF~VUvWHNw`?TJ_$P|{IG<pB>bF&w@LUl3D--Qc8OB@BY#~e
zFI54=qec&gF9N&?HwJ6hKF`sJG#h_9u@2C0H_9*6z*K%A0;Vbd5xh2{oaoj4=?O`%
z!YX|uCGew&=(XiUukL4uCA|t0KGpvhDS%3^Ehl<)|Lc+TDy-5!2_E!Q>9yrVukM%n
zF{1q{tkU012@Soroaoj4b%LZ<VU^w#JD6TuPW0-2e6gfgVU_+eK^~T0TTb-q{=H1n
ztFTHxBZ6LAPW0-2f1RXPVU_-U+y~K*;I$fjf{9+W4{nt7Doo|ne-)I#k0PSimJ_{d
zPuwf%RhaOJ{=A6#wdF*w+8<9!dKFgb`8}7Wer-9?tM<x^l3s;X`iCi@q1ToZy=vcd
zOL`Sn=~D%Hxc%C4qF3#qQ<7eVRr;a`dTlw;tM*eWDx&$T!YX}X1iiML=v8|wThgnr
zO20gUURzG|s(rRX(yOpa?~kC@mJ_{d&y`Ag6;|ny&3^>1)!-9M^s4>0Q_`z2mDBi%
ztY2GB^s2r1prlt}mEHm#^dp$+*On7~p`2j9mh>vD(%;6Z2k5osM6cST?@M|WR_T$=
ze*{zg+H#^lF6;kN(yOpaA36TD<wURAyQyhn{HU->PdcO@!BoGtoaj~ic&4ORVU@m^
zi1AbDwdF*w+S6+#y$Y-Jj|=iJy|$d_Rr|YA(yOpaUmQWNEhqX1vIW8&l3s;X`pEjV
z<wURA_fJTA6;|mj5%p`!iN0~BKzLKqtFTHRIexU|M6aG7zL4}PtkR!H3H&HptHCFj
z=+*Pa*s-GjRhY`D@2e2#M=;TA%ZXk+pUju^DjcS#1b!3|y|$d_)$>e|q*r0W=ku2m
z_)$dk+H#^-&p+EGy$TaP(f7*}yGpMuCwld~bi1TiVU=E*TjBb(<wUQZubz_hDy-7K
z0U78=Fv+hiCwlcf_J*WaVU_+)PCY=cEhl>Q{1%6c4_g0KSfy`_px2fYy?Wl8C+SsK
zr7y&}lzs%0{MvG&SI>ual3s;X`kN#6Z*4iztLMo*l3s;X`WX@Q+H#^-&!5jqdKFgb
zpQ8kR6p{Sea-vtytM5p96()Q>eux-9m0nv;^y>Ncb4jnlDt!zkH1yhXqF2wuaagFS
z|5R9|zcXeqy|$d_)$_AS(yOpa{}(|XmS0;=^y+#0GD)w(Dt%Af;QF=YM6aIDuaWdB
ztkORaQNOmF=+*Q57D=zdDt##>@S|w02A^PFzdZl{Sgl{eR8IXjf)e;qMDz<a<wURE
z7d#>9RhaOJzDJ&qRC;YW(X00hK}oN|Dt+Yq*On8#dLNNALG-^0tMoTO2Ko_9@~h=p
zz`saye{q?F)%%O}5?1dou9dKQf3aD@>ixw|39I)PcSu;hzqn7r>ixxj39I)PuS!_G
zzvz~*dVldR39I)P`g9?`dVeui!s`9S6bY;M7jq@7-e2TNSiQg4C}H*fqFBP}{Y8a@
z)%%OB5?1doc1l>izqmuf>ixwYf;IOSk4ad)zj#5y>ixx+5^m|B-eW9pqM+~S;2^t0
z!d(&$NLanUI4oiH{^G9^R_`xPN?5(WNIFmOSMM(}0GmWr{O>hXuDQ=BldyW9;ghg>
zpYbCJtM?fXOV}hg#HS=&EaAUOSiR3kI$zYM-e*jfuzH^{U&8g0p2oL2*GXVn_LGsR
z-cJCXB^wxPeThmL`yK*{&u{>LDk9*UBH;TX;I;_3BLaRc0{)K(xHke0MZmP~Xyuy_
z0bddUUmgLkj(}YeaBT#<D+0bZ0uDsL&qly6N5CIMz`+Q31Ud*=Vf~*U0nd(rmqx(X
zM!?k(Fxd@S{y&a@AB}+9BjC;mxGMtIVeQoNKQ96{N5JzU;KdQ}#t6710(M8hH$=cq
z5%7Hx@M971uOr|$BjBzG_+JrlJnRZ>`^QGWQzPI@Bj9xrurmUNE6*VQcSXQIi-6(s
zGYJ285%BvF@JA8w*AZ|M?%lNQyC?!)6alY_fUk{!-4XEi2zXZnd`|@YNCf<B1pGz>
zd^7?+5dkO04Q^j%1ble}e02m|76I2rz`G-0xK<6)XJ-Wbw+Q&F2zVs+PHlgrN5In~
z;O|7hs{{-d;`jXsxGDnP76JP}=|`wR*n+SXVH*Oiqt_#BN4NpuMueLX>JaJ?8W7;-
z#&#myjPL`5A0pg^a5utkgdZdP1mPZp`w;dZJb>_T2tP&Gi_n6w58*+ChY%h{cm&~R
z2#+GPBG4NB7{cQSKS%fl!V?HjB0PlvS3CAJLOa5Kgl7<F9j7zS0fgrfeueOBgx??>
zMCd>`gzy5wVT2bEUPAaCLMH;P`>!Cpitrl3?-AZacpKpz1TVt>wC-*JPkJt}3*lCT
zCWPA%Zb!HS;YSE}A~YkMP0zHysk*)&>Hn&}+d%u@)%h>M<J;){x4`=*-M<c;KOm4B
z0QJLL2x?!@$TyKQ$=Tc+;4AT8c5eXNsITErAH}GzA$&OD;~4cdjQSd?UXaosQMj?u
zdL%snkstLnjQSdqcd>R*Xnk1!@Aoy7du&xLoCvLU__O-q3o7<qk>}Xvun*@y2&DD!
zJ+yn^Yv`*2j^8645s99P@@tpYxVfXEblBv%@XzK>vL)QZbqHo@*wr$UhZhd(!>}eF
z=3L(z2YE>kQ|$NJ;HpmV6%47$E}Z&BKKWe_I9d<ErCQEf2YmHw?8DWt+2OaAl2`W-
ze!jDo5RDsd?Pno6OA%33*Vrn~QcTsIqnOLdUE_xrboe5o+Fao&fj{gp!cwWd!sDwU
zH|Qa3c`5fh9=52|vB_3b;UA7K*WB5QiE;VXZ=gRX0&%dp-5z-T!+tuO2<OHi9&pFC
zd%T_+zso(G23+LR8!4xD?;-DV>`7}q@&yQ?DDeu)S>7j6QPj6&hEe>La2@t|?HJD1
zwd-;VmTfpU&bo6KFU{Rhn4i0PwRP2!?_IU7VDSd)nk9wH*Wo>hA>FE}cnB4tlcis^
z)jCgjFJCfC<Gy^!!lC}l)=P%Tn;l*OmO1>Zw(^%ntZHqlOzUk}4%YD(cx)A`9JO0L
z-qLU{lRLWD^x@AAdRM7j5NSc9w+!5lZT^k!DlA@0+@<;CIUeSVbBrI(_*T4Rq2__r
z(n`OT<Ei$A(2Oi8u(^DWCEKum`sszAL1pW`9=pTmBTxB!XN@~tkt7vVYilY?=-r1w
zl#3lcJ6`#52vT};NffWI73g?*#J|of-b?w<Yktl!nx7LEo{n=|4Hf)77{R^-t;Bm;
z{B;EnfBlPVocg@ny1`S4rI){eB(Te^7)z^i3)XF1%SVzxv(BSth_p?U^wqlUF3-SR
z({L^sK;w(BAhuUvMxvLj*c<E)bsrLCPMf>5!chuGdLP%f$i<sEwhG};ui;M4_5&5T
zYbu9e@G)%l)!@AkRdTP*y_qiug0s(QqqpGHQoQ%Z$BroU<NXq!(^J89E3)vKmx{Yh
zBMROJQL}3`+1C$bUmwmEZwp}MQ47NvR$ql@V9n*PMPTQ5Z^rv87}M(OP}%$?15Jk2
z6&A1(Z2u>wFg5l+$Ls8al6Vc6BK#E^KY#U5Xl$Se?_rPy5LVQn5}IYhm0+dEj>JpW
zqatFz!oA6ZZNH|3-a!)+uhQkN@!>U*Fo%e$!ULoduZ!SiGqJ7Gn<9Q!c;uGUxGJ!j
zSi?hzD!ks|^@MBBUyYHCS9ih&R<>wkDZL~~W{`NxMp#zo!nNDb`=!<`^tPQkO!(yG
z1=+KP$-88jyxDB#Mjxu3i9rlOXI9Z0eweKlzL|WPmwyMA`k8F#+LCSmCN89y(wTU@
zstRM%?(uEA_>$S#vo5xIE9cL>*j`nOUUgqQ=aNf?RyRy-o^Np@6}6V5)-r$lEAouO
zjnk;LtX*)eq?4$%Oa`}ViAJsEZJ0RHOoSn!?vhb!S!~x)YgsjB!=?@yapl&iwLJI*
zV5>Orl5+mvwwC`ZFF4B+(f==&wsa(r(W$?U=wM7g4<Men@?R?Q;5DSrWI8yP=(tN-
z14@cyc^Xre6`OS7SL9^&*`oSz!7xU&#^}Dd)aKpla%cNI?622-|Ed2oyZ-J46NJwP
zME_+_cz$p{)4LL}jqm;J!u`)ayAgZF;9tz4?sqkZnC_nPGUKpgeU+bkk!^YOzw(FO
zJ4KIcaj;LzeADH7*Y&Gy!nb?k+PbU-zvmSgeo~5Y7ReIjTlK<BVNZI!f4S|0<Pfp-
zorjIzh{ey(UAdt8#Io1dms#b8a2=FNJkU9}?(B=s0*BIsOIMnn&G^vA-RZ(0eL`yj
zcge%H`#by_cZxdPyQyhVCMI@r(T960N>?zvF*+5n`0C%|m$<#}$Lri$#~*lBuEK@4
zwDIYzkCV@x>5$M9x4QH{WPzFXk2l7OUnJN!UFy&ih;Uc0Xk=AR^HIAZdxdGz*A0i>
z?b2x6Th+7ahi^;%mLknhcX?boHnx5|v##Rs$@7A1>(^|G$UpWn?EuU5ix;z*{3BTZ
z*KDb&YQ43$+oMxwIi>RELA)Zfg&2JvoKRtY`g^8hnOcctrB}u3iIW!!rNrjHrqp~w
z`hUnBe5dRA?NrEx=A|FL%*!|2b0sR(B#zf6Xr;Vj#oU9D&X2-nLf-E)|8U0W;_>b^
zjVGI>UkGxGW*&ZfdShI+Y24N-p{MLRJ2xn2>^+xtYVWG#i8;GUPUWTWhdHKCes+7}
z<CRGYk_yM&&u(hyR8igb)<X2wY3IGGBu<26w<Vl3e|+Js+1}YpulinpUi8hl;@x|;
TrK*kIZMSQb7Z|-L2+Rfm)R5<k

literal 0
HcmV?d00001

diff --git a/src/lbmpy/phasefield/simplex_projection.cpython-39-darwin.so b/src/lbmpy/phasefield/simplex_projection.cpython-39-darwin.so
new file mode 100755
index 0000000000000000000000000000000000000000..e212b1dca12d63795ff049e84a86e7439bff906b
GIT binary patch
literal 84276
zcmeFa3w)DB);~T^(w3y<QlRBhl%`xH1?3`lWo_DWDR(SY>t#*TG?36XX_HhaC~d(@
zv94NW*A?9bRJ5tM>RQ&t8^tTAtAf|PylacDwp4vZK^p|}`<|J3(x+)r-`)4~|NMXd
zf1=ZwGjq<&nKNf*&dhV3hqq6Dd8RL83d7HUFaW_E%h*knf!}b1k5Fp0=FQ8`<5}JR
zRCfoNgi!@k17TRLe#bgLrNl3?zLG?d|BtIgOt4Pk@+d~FS!7zRK7U1_FN_gcUrw<o
zTBjE=!P@!^vOe^k|EyNK$L;H4FtWa8x4<iql@J^wX?u%MpU>}gxmU}=$ofp>qTp~p
z5v#CTmzGz`vsx?MYhCUltINI0!{P4ZaeSkojNv267{QTs2n_L;#`U)dR_ol%yi9BM
z@?|T<=vIqzW|46OOyZ<K&Crlpt*bp<QagKnohmccf*z#&7l*%#WSS!4YZlix;!9J|
zEYlVlN5Cpya=5`)k<D+DxQIkQyI>~i8;Ak=HFxKW=V|_sew3Daq!#q7ui;gJtkns%
z%Tz-0(*CU0LSL8m_N?y-Ss%?k^{4iYU`;kJCb{JxSglJIE?Ycr?m{t|U6|EK@}Hob
zwy+D*)-{c>YB3cR_7N6@sS^Ikps+HKP@je&G#C~3CI}PL754Qxj3pp%1p@twkxzke
zOA%XnZts7b=P4}EOVJ4AQ9En0=hkgoe$nBZ2KRmTWaeG-FGQXR0oCG%*{ko%(_A)j
zQ}yGKEBNOKgu!MZP+i22z9<#TlENlc_`H)!T!j=?R{H#o(ur9Uiz)#D3BU6YsGc13
zvjB0rgsI>3J6FPNzQU$y2ZonM|3oDal|WPiQ3*sP5S2hw0#OM>B@mUsj_YF+Q%(B!
z2MlFN-(B&1;P`SSaC(C-aC$SV|5nc$vxc&*%wP$AGlXr$S>|iwQcEx+mOW`vSYC$0
zItmaIeOr}2pDC8$&N%&Kf)5G&B({_VQ)AeZI}8G^>G9b7CdQg-b(WwZmetqlSTKXJ
zq*g^=MszLu!Hw}~)6|DGok08lje3qFZV>p#8h~$OEU!hM+;|o6lHyoXi$1CG2=JO?
z1kH;f9q-eFAzir6R^X3e)wxbR+gh#foH;6_TS4uO4(TSV?W#Cd;1uXOXKp$pa5kUm
ziE}w{EK280oh*CsjA)bir+RRek-HQ)OzE5<`+AJ}DtJ$7oIt#@>chnQ=?z(sduHIf
zD_&}7)>}U~x%$~ar&R&0L%ts45feDASL#Fh<U_=(;bwil0kUq`Jfib*jLCsD*+Hkm
zno=<y7Aa@5UyMiEX~9=1<bz}5pcWlVYF?uc8kms3fwAD-D7ymnw7B)b9oMiXZCT4{
zAww5%RsyHMs}HgW9FuIL0600oVHNsd!PVXCX$Fsl-t1u7DN$blxF(E4=V)F1yGWC+
znU(5X7v$DHngt#>C1ihmfUdp;VJGrEz%xK*Th=&d9mElD4PvWeEN+Dkk}jnVWXIA%
zp}dLEC-gOU7y6ovcq+oQLp8Y@0Xsos*v~FaO=snsVnB!bj3^K3b+bcNZ12%;mHJ}f
zRPANuHPEw#3Y(sea@-*#m4I&hSXSPE{KYQwEVa#=GoidT(6uG7ptD8DyB$39etakO
z0{v8mSLa@WJ`g{xfWhP8QAit+*Sw%}Cc$2$xeP1y!RAX@lj&PQub}MhWLb6t<cl)P
zH(h1dt8_IOA1XT`boK|(TuEcQf;EwhwPQ=V<S&ZNCmq}$Tb+9c>PThm*stTNx2bwO
z4tY45H_;q4#6V{Pmc3?-+s<#qIO5EmMD;kWLf>9Sdj&CU+CIe11!8T<Mjg$d$&;{J
z_Yt&9^|xTI)oRuQ3?8rZfHgLM%OI>bilL(gV_fsK&<SeKe645?YecXSZAtoWb1WBi
z(;RckwZj>ne}fwrqiotO`XG(P){9wF+iikZ*ZZPhZI2iNOQ4Tmgp7f2S1Og?KB}8-
zOk?%0zbE9{J|Q7cit;b3`UZ?9=<I{QS*)KOpULVI-V@_;^znXyMX3L1sDGgSTa<U`
zXD8TLegAhwKN6np6NnEP0`1wl%5UppW+&9J`ela&ZNkOz0k^I?w|`Yap#5%?Pl%n}
zaY*nsU?-~|@OWR)_6xLsg0eSI27U7E*ViZRXZ45P5j-X?7!ZiBN({75)mMJIh0XTZ
zV(JrHQU125C-Jp`f&QUEf%eU!+^xjc4^Wi)vbP0)1G19>kE4$Rs*(fk@9HbxMIG*)
zvGrfSA?hEPrqmC7X-ME5;3S5I2HHo*2%OBg`ov77e#$}7m&66b1BuYD#Hy4)yDz5l
zW2&bWI5wsJ*sBufwGn|kW2l~U0_`u!dTRRAC)OzSm%btST`)2*pei-cJ~)=Q<4H5r
z_ur}1_wS<w|M0q~r+<PHoCtpU4^V=sgOy;rJy!I6zX7sQ>JvvO!6#mkZKf*0{-c36
z4tP&VJev_R0^TGgxZ;46<5VTsZzk|A2A)2S*H@~<Lsq)_0oh8>^O~q{zyc-McQNpm
z18-$q<x}Wq=}zFK0q+Xny(;B;wGw<AdNIHXTsv?d6uA8|b@ly<m0+pluPig6zMn@4
z4)6hQE%3gLs~mhQ>TFG@A7DeBRZ4KV#2v61bwXbT+ydM>;AZy`?bq~$40ZL1cPqg=
zUl#2r-h(>t1KxJv-7WFb`qdBEi8>!qf_Lnfd_D^KJPy34fcJ^S+uyIg|9)M4|7Vrp
z?ag9b`tL)(Ujp81z?*8|?Uva3*Y|5hf8JJtkL?q3?Dwt`jQ<dLe+S-XL*?C&Pl+<1
zzMrD6@AnD%{eq~k-{(j}KK(j?``^HQSK{s*P~SgIU%&i$!C(LH(T^WcX9#$DU9f$$
zQPi24Sl>TWU*A7L7wrF>)QbVSV86k-VCqod`6ON|@NB?K)dk;rM)qa2E*L)!coTs4
zlE7P2GqB!JqpyE+ujq$isxH`fChEHwcp1PO9ACK-eQ~A@qCF_cK4l)PnU5V`U<u~w
zS(6X*wP4i7fNPU=)|$Jlvlc4G@wi`|=6b+7>mcGptY5gRO;Tdnq05tKk7G%NI%_Av
zn_w&Hv4;JCeB6~L>3~~}b<BeNgUIvWoYgt)bZ8H)iM96FVQr|7_Sy!QSkH8^mcSdp
zt4{8mxq;#|u@9s@D&&%lycWjxya<|_Mv+JB^Frh|kLsM+P$=pd{7Xxa?7LQ!9gAaI
zccikW9NO#q#RT8A3!F8h76;1CTNEh9dRuy7X25-(CFmJq36?Lj1PkKk2affL4Sbam
z6X=+!4}3jA7iiNffiK3fKsDy;(`c_?4GWsiVNF}DqP|;FEP>jKEWs_;T7sXYvS2*$
zj!tEJ+s5ev)1e=qrz(NZ^(<gQ8vA3e4q-EJ$o6s|7^%Ovv*3>5tjYQCqQIIzEDn@_
zH}{OpfCs#lfwzKJ7Y1zc^8@x(mf(>Aae=S(lE<m~z%jIQw2u<_681<l>b;$KbYpyn
zvZgR^g@U(R<9?dAmo&T`84TX;V!`Gl*0k~p(cc2_R(NxE;B%Di=+imVwg&JbOVEz|
zqHUI-WsJc4gu!-77Pc<Y5Z)2koPPyfa~#GDd9Y2o*~)i-cbi*N-|sEK=24=)w^1J(
ztf>!pRNpJaM@;YakuE)rayCdq=M{96Z^3@A<)gKau-WnKg4<+U->u0_QPYQOa)%=A
z!<cRTdrj_Oq-lKfKCI!k8}9s*j{gJskY60q{(siw-VJ%<ia)98V}YY>OFbXtf=8-{
z<^$~BrZ#tW5H|9$wxQco0y>s!Rt)2F6gHDJh<W|s-9rCc={x~FKMJ`JEgn)decWX;
zA2Tr6@vuiOLj6YYa5wr(bBN|(!%$(D*mj9J??4&Z=hSY?;O$p6Y`(ga@Y=`e^V2b(
z$hOIZ%?{hX{`7{qu=lfJ_h-TW&kUSg{R%%1s5Y$sotoUgghE4AxC!t<4SXE%D;hWn
zGTyI&rvZLm1LpzWE8z@j3vB~TGCTfJP3}&aeh=gDd!(<V@m6F%6GcB^QwD2Z7IMo$
zIng$O_AcPlcr{_%wj)jBH4Wo-zpOI}I9p`ek1@O%>2}aZo<YCU$21<->l;t#6`ZSd
zjhlgE!kS99?01Y!Cs`giN1tD%Gj!0n!`|aMLgzzu9EX60>{q9p7g{^;Aj*0>gYkL|
zqK^ZBQ;l^s9x>H_9K0eP^bO)p>vI?{1>=S@^9G#NUSjnp!1H(DxfA?;55B2ws;_!>
zZ2s?22l3v5^KI2#Y;V;N7W6Mu0#z5W;BT>}8}#yA2Dz>q#DZ04^nt4LSg=j-Uf+hb
zf9=NDz;ze0-~pL;0C~R#ZG(gx09VWa?IzSeAMqt(Pb%27Wlq7STjx|=%YwCoEPLB8
zt<E(l#`x58S@}{r#~b6z$<9tS>dK+>d8uiv+@{AF=}pGZ)9^z`O6|wWs|jZy&PTv$
zds&njP?mE@r13B>$@#uW)1F0VEN2P}(!N46r1<oPY{)DNvde_7zs&WVWMmHM_&q}F
zy<-0C8^pFcdl|Q@QO{u1`z6L8l&w2-%A?18i9ubls51_A_rZ7=aBkLNJoJs<Vk|l_
z7T-bk^Fd2va^h-TU|nA}joRHYAvPZmCY!c>H7{`g3`=nP#<;-ti7Ysa_{IDW0-rIA
zO<zm!GREEsTsSv~v-dlxim{^x=g1Fd%nc63T?Ex-fZl|lj|Fj%lLlshTl7O4ThXWL
zST_B9$fj+aSc7SARi;>iDX~~{q2JWrhrlEH+E{%)#Rn;7tbC?YyUi^0<d_+HVmlQ=
zy~7(x&s!i5!c8;B=8poeA=L3b>asAl=PIN>oDmb`wEb{@aA8dFo|B<HG)5~?Ry(>o
zFI3M1ia!5YlnsO4SARAya1Ug&?W<VG2zwXlE6D_V4aPs1iTQT|xIyH1;}7}7-&ZL6
z9%XHEJV}?uT0OM!bCjj(S^3(y-(GbM<oaPBHtpW*xxsrePl%6`<70<W9j*Eltj$9k
zj}D}>YD)2~kg54yQ=P$R*_)~iEmi;<uD9H6`11O9rx!ar8#Hr*>Nzq(oOkJthU}`z
z#4qH7`Q0?t!}d}ewaAlnd=D)E|9c@n^f8InmFG|nxLY4hm=mWr<UsEhK>y}L59dK2
z=LSxBvIEf1db-!4x_=Dk;Xy3vzN7O3_iFV|&!)A#FV@$#PgtOBs3q8jF>jIQP^=MK
zEzn!i>k_0*39P9V>6XE?7Y}ZH1#+T$v;$J+v{oqKwM9Rq@mAo|Ty5!-6(HPaB<}l0
z)>M6DUf?(2<G!P@;HUSoUJv?C$U&}I#|)&4e5{8x`cQ`Txk=luC>z50eEQqawBKNS
zFE_9zxEH;X@5_PghhTh%@$vP77aEsTHmn#EFYmzN+2Jv!JFcri<J^$5H&t&a&P0EP
z>6L*>)%AB%9Up*p$JZe)lj`i4;JOWly;Ogyet0phbH*ym-DZT>56`MghmCDfKAvNV
z-9Cr*;@fb4MDu~l4-7KY4K=d8$qEY^`mljHKEvJ;%&*@1G!y;(0sVE#dFc$xVnie9
zSjtzSrW{$8gR+`0Y0joJrlZV-I$1UDtH5{5(NGidY%o;kE<_*Am4>}$%stXwbGc#f
zPy_hETw4Sh;*s>cd5yF4{Wa!J?Ofd17Rnohy0d|IeEADl3vsWTE$(!8qaEiEOV9~^
zX)V5=+C`kEi1_q|Oz8284aiRlZDxm5T7#MEUZ8rl(8s@mj&Om)_4}vR;qT=dOlxn<
zFiY@L+$#-9umqp(!}ch4R?qKoF@7{Je{7yqv(yi2@3QO-KrVd$!d|3c4c4Kq7U)kJ
z@_z^33KE5#KzTSH9R4-(SbsS`q>c9p){-*x`)u~Xel8ojqy6!@UDKc1CcAN1Bh~q1
z_<0IT`ZnGY^mT@sKBYTD-H<wV?1p#85`UP#G+&26HU`L~9qY|e$Ryz=OXq}}Smz?F
zwXn;eJA)fn1HTz_wG;TzpkV8Rto{hb;u9{*p^b+VQ6JWiz5R#OjX+)sdmy(B>q7ik
zOCbF+OYkBk<<^C`H--C5uzi3fI9{;?QGfk-z|LD(XB+a&h$HKL4)r#l4o$yG-o4XW
zdIUUvg1&!>F{ox4ACNqITNg^fb5$HW24AGSKY_1iT9+dBkRsrGFpAatfT!@jCO7^a
zZITV@l<Sx?ymt(4%m+TrkJ{&j?NB>jtdXs`I)2Ch0BGqR@OIGeLi#jfTE|~S`Xtgs
z+wiQQ-I*(Nd#9v%8|A&(cw|o;hdn`K#b!~TNv{SsR_ii8uo&6&9k{pD=HdCr^c|zR
z=P}B|IaG^R&<A<oUz^t)hrEg1^GuX?VfQ?;DRyAZ*3!1bAa7*%JPYM5>z)UjWBQKV
z?s?Fi={s=t*49^`W7Ge1i6uA$Hc`VS?76Y5{85Z07O=z3>(_Sf(8vL2h3SODFdx5<
zWA&jI%^e-ME2s69@_MrYBkg~(l}WxWsF!TyNL~3W#;E|Z=H;-LBg+p_IpogENA)Z}
zNaYv<UJg4ul72sxV?22I_@3o^sT^a&%V94@(mzS%7$;s1n?15TK;;-SUXFb>vV13%
zWBjT{_Pz(-OXV0#PQR=teLa<9TzPqJ&+;u)ew8f0s%Lo(l|u(OJ<bi0{8ggd4}HMp
zRFhNc!yC{CoKX)~udnDNIwR&c_Ss`ND|7n*e#Bb|cMo)8A9Ugk=mgb4>*uKfSRd%T
z!u6y3bFoa+bz}gYCoKHgp#k-gT@}h!4n;mIGvb-0d7x#lp&uIr`}9&e<J983azf5q
z(yKACmS7-W%=cU2S~$VwoVCc9P-jt6KX?gkwcy<F=>Qho0-ip_S_pf75AjIr-2~_`
zUpMX*>xONbIIr9dT=0(ltLrQe{-pgUXpf-Y$a31#v~8BiHk);9PXqRf2EAyT_OZTb
zTZ?N``NP?qa4{#3W#Zhnv%ipOZ*39phOL5kCuj^<``cibD3ioJ=pfm@_PccXCX~5=
zL-!T!xC_f1FZxP%A5_o5`kpv8iIWZ9p2Hf-U^_&PTclmW&KG*7#Zzq&8fW5@;oPzV
zWAi-fEx>%+aVE6qd%1>J->=I*hV<zT`*7}K_2>^jcOSe@m!E;>TIov7Htilq?HMoV
zeO|qU`h^be=V#L%ypH)9yh2|05}#OCn!#tMhBq7Li#Y}|c`R$TL1&s_mO5>QP8(3S
zGKK})Xzrj6K6kJu3;Ws7cz*<MTn}%O`<Gda-?9Fj|3M_1-ej-J=tud$m?`G7^Rd1c
zKAbg@kFkP}w>5n9kfG_vWw;%*1*5PQghG30pYDz413Ghe*`ZFwbatMX_QLal4RQ{r
z37+YWk<SmAuZ$9F#Qm}_q+@JyPkknuf?8d^R)0xv4bw0uQMTn4T|V6dns9!P#OWcM
zB|k13=jE2*0lr4zKA!F=S?5gJ2k35!+A`fJ<^runbWasoKj9>8*5$XNjtrL6fjO0@
z>Lb}TZMwu6gk$y!+0>jPWJAxZe+fC%>d=4bzd`N#modIa$bN<I1Ed~euNP+uk_WH1
zOx8P0$abET?RUNK%2xb*S^Pnj1@=5u7R?w(K4w26i>CEICJQr{#Q|5CXKq)LEK(w6
zfp-1aXKCMyl*J!JAA88+z-p;~Ny1*${g^EBe_R%LcV%mJDAZJdy`1L0I%nYHaJU9%
z3X*+}kJdv&2kf)(n42T!Q9E?NfVPbJXP-;!!~GF!B-QP-$-WGd^B?>`2l+bGt8I4;
zo@-!Vb!KJFZezn{QXR}K=1>9I8%9=tzMPLqcg5tJAam*?ixqbsT0Nw@xg@NUR7b%b
zG5NGt;+fFlPjEJ&XF@N4F7hr!tf@m97oaaE$fk{hUN1zz9h`cH%#@4|h?fST^ZZVz
zhTn4}H_iqf*+-D2I^OjLtl^P9JsZ$A@wEeEO?UQc-EShly%(J~<WZd&A5?=U>X#Gq
zOYQ~yyk<y59`vkRp4daeb8k?1e7fcyjm0Un*V~zf`*)!4#Ao`Iv{o5A=&p!lI2!Vc
zwAa7t2U`sNCO)bEk>xbkx1xU*tl#a3$>yTE4a;=-3idS`i>BM>b#B)w9VWDs1ph5{
z4QkUT&Lmq4@0Q?M5}URYviC2WAK15%1@^_`tc&?&mi;wD-eMe;#`n?Aag<5D=;jad
z7V&^GryNJ8PNf^%_!`P+t)%nb4A_nz<Lp_7v!}U$&fr5D<H4_0N$P0+A(UrGWA(Hr
z+fY6e<*lfXc<n=L&&kkqs^@#0Uq3({X~1~~b*3_<qlVU4$gxFlXyp3>?f(JG-W+4+
z48v~N0mjKQc>i%WH|siQq$96gnT#?^FbDT!Mx%v%?~c{sSz5e})#rexR7L41I1Qdq
z?;^=pCffWQZPv!UGb0^+A)1a@;p;RW{4TC^c2>bxYzOrPYdGC|QC||kH;qr<IlBC%
zmBpP6u#dUF4|r*Sozezg_JOV?7|QDpp87*K4}d4KHxn>^Z-J+`!Ba@-*U{V=%6kj^
z(A_ZAP5c$3tt#kL8u;A@{=UNazlHI5s|Ni=`NyEE0q&nswomEXVZ*tg32CBz3h`5Y
zaW987*?+7W?LwwIfxjDN#COgNv98hcy+@GO?d}S4Sk!5`%Xp_{@1v+AT}g<~z`c>h
zXgOI8Tlpo}&IEUWc9D|M(Te`WLspcR&TidCHZY#02Wd@F@4PIq*^5!{;xnP9%=eWt
z;(?yyQ=C3q*u)0VwM}4wo$n}<DIaS?(*6#SCb)g322YP?JAH*7s%?;-{M>#tqaS*l
z7c~8N!wUH;IQLLqJNia_8jt>1WPj4~U7c!MYJU>YpZ#xj?@!=D4WH<b?TxPfWd5tG
zKdvbnJoG2~C;Ia#&O-15Xr%L+a*idKjWLRsV}x;tw}S7Tm^XH;FFNRxJ%$~k=e|cU
zhYaWoLqEo1T+}}7z?hI+%@>G$$c*wf@R8OcdHe}}h>tArU;qz|&=Z3aAD=3D*aRNT
zCRU#%c_6+O@L<9^L}$rX@TBrlE%|6Ocju$^?}Crh3B8PSb_||lCE&S1UpznPhvx|W
zaSuBHcejZ+&&0qVS0~m_=sD?CgFdCRAwMRO`r8(Y31ovmdR984@8CKg(sa*eyNKmY
z2Y)BvKT(VG6FtMD{GGE!K3;WAx(E4GN7m&r+!wGF>z!AJyI|0?%oO*LZE@@n&GXl%
z;+fxQrG6;JB7`=H?!aVS{yseKdML$m5_iaXhN}fnA*|JHqYZ(BO9b4$82c64`{Wb4
z>&0_0oTCdN<IV7sg^%!*<}s-Ik(@wEsU<MSVF?Vz+A@vS7qnr^i^*@0dvim&*qa&l
z9oj>x0aF>_1;&Ye>-!NH^K_QiKz-}Sj<seWUC8PKn^=A01FU{1<TnE$AE8a`2mIOU
z0hvC4y+Phz)*JNQ_kOY0BsX3JU7~)3z(4UpeW0>CFt*L-vpurjV{NEQ&<t(7fYS_V
z{021iTu!Cg1e)pzY>#aJ7_~2GhBTTu&9KIQfrg&*s5BLzDHzZ8^mflW7&M_cR!%Z$
z9<9so7%J9(@^z)WmaWP)xK|!e>HSDgK>io{q2s^QCy(C;x`ZJtuRqqh0XK}e?_<Cd
zl389XU|Ro<O|S&txgq5~9E<9X@q1rg<Mpib>1^nkot;x>X9Mag0oyq|ylyL{osLdB
zORA&0KRb)9D`b|_7E{5<Utw*sm~12GA^rsV{bTh^iDQ@cR##El{*-hjW_%UHn8&dC
zU2Jfj75ic)_BXQoTEXvmEU~UtAIIz855CgC=P1c%Cg4$QcwG&i8`?H1_hm7q&JUim
zke>yf5ueThuVb<Ak}X8fCyLTu=4}#BqjZHM$Bca`<x@SI`KfH<WzgP;Hg1${+{oeK
zfJNN`POAHt#D4|lyMVt-;_u?Hklik4VdpL>yIo9Iw;BA{hZT-|h+=cm$Ojoajdig;
zi}zdKu@n71BI|t-^<<&mELpGU)9|`X$wwN>(@;0=M}m;mpc`Y@!0jx)_|fk|c>~c;
zlHFv;PWLIBbVMJIIh)93s9>Iu4AW%2q8`C-nzOu<>ZGwwV*~3(gU>9pedH9~;5w|G
z$6B%fQ{DebeboQa=(k$ue$@FE><ex~92Is=Dr|_I?PPnvjzO6LeQZO24#4NCZ86R^
zX0a}jotuey8^Ze3GQtw{#tU1W#q09#Lm!gKk7ZO%?kvnVntv&u&I=5qGyU~(fz<Ow
zojLFcqdHw<d#Mv^#4k~2^FQYW-o;(--#&{Ce1yB+X4o;3x3JAV7HypE8Tm+*oy~q7
zin5k~!uJAusfdODOLC(VeW3Hkli;E04E%fGCz^L&P41i0ZaR2E;kG``VR?l21n?{a
z#dD<wj5FDA4LWr_N^U%bazh_WFu9!U-eHY9@XUkOvX%j~E(@6CWWw_|6>dYm1u#9U
zYQwWCvVn=thWS~Jy~Y&ZIkO$lw#`_NPw0(})TS9{IpzIO-Y)PQ>lS@Fg1txVA9R;G
zr14Wcb8*shOZdy3NVNp71g^T~rzK*|?~ifDUKO9o>Nlf|?xm+)P?I~8#uaHl(%)mu
zFP3nVgf9VnF8W!3F=`!FldIl`I*%&cKgD^S;AcGeZ+lw_v^^-`gH92*J<0;@*f(r4
zUqM~1DK)vx_lxrE0uk$=TPwZ~-9u-F2K`msH_Z6G67~&i#dFQm8&<#$SPpw&8SH|k
zun(5NuV69!3S#)Za?S7>_?U-=o`C$`n^2S6CdaHTJZ3{1??C(1&$B&~zXj!IdzN2~
zvScIMvlKE>b=QIRZb1Il@in=aJ4rOYL(m8Ki5!0FccO2!*HivrsgJWDD|(OODJg?|
z!0lwmVa(O>7JHtt(T=*WL7?Y|<Og87V_s)VtnfXn{ihg%&gCqSwqIF6dsx88eN+z9
zn7(&D#`OEpo|nNR^%?ftu?etC2(RHEa{OrAFg~r%3wx|T_&T6;K211V{;r5S?|Vc)
z;#Z59?4O0omThhDS+zYc+O0#odE;twdz&X0f`6K8-$3uEUc*NUKlk2nDs<0|lc8zV
zAIuAE#d?rY#R3@#y{`vpsN)25u($eCP`35^P`9(L@;yBpPHG&CvOVa3=p_X<r2?JN
zL3i}fp%~~=ENsd+yyK<R4}-m%+J_x`V<5{rj{Wyr*tGO4k8EpW<=V~+oOyR(9?|o=
zRQ*tXP9*%r$RoThFXA1pQ3`+8Wdvxbpa1wTtS5+vw}?0eam9wUo%?i29hUwquNJmi
zfb2Ep9Gv^FIoX19O9s+(KA}81zirnI?>NfOV#fG=NK@IGK5Qm@Hsj5R)#or-7{@y?
z1}*Zrc`6&;fxDr+eY%v6X3QPpqZZ>y_NfIht#2EF&(|l6dF>|4>{`RD84ZXJASN3*
zKsF=x1o+Y9ZNd7{h=6m{lVgTwJ~L+EqLXRJuN!6A>l&E#ZX@C)19dAil)l9_*f4MC
z%riT%HWomqkK#`4QOIXE<YQG*yfsSQHu7yH-o8VBdK=SS;B5$=<Erw`#6CO@G*zJQ
zm}-HqbltW!rzg$ac^>q}$jY&Y<YnL)Y%Ah;W|=(!f$p!7u0*<$&Pqt{MS8DQNhr?5
zK1q7az^m>C<9&Cay;S&=5kJ?R3QeOqOR}v-e!=&l83qm~H(n3e1eoUUb#&K^XT9<{
zF3!XAp;PmqTXUgf+0eBttWWR@c}YC?`YFGVe^n^~^3fyx`wsd?dr7ED7r3%-Ox@jI
z-|#NoOQqmWg!Jng6RW>Sd1q!T{27is2w#WI;w*8Gf$PAuR;+>X;E{Y6+T}Qo@5}OR
z8=Rd7*E>7g`{)8#YwFwZT+ghB?T<UBcI+WXu?{W5n33IR!T8=<?CMO%zOe>(SLtX!
z9rqvU@unFEa4*;id^&d;Fn8#Fh3g9BKY(Ng*;K<Xm7dZ43OwOG#yz#VVRZ(a58H4i
zBmRbsX7yiVZjvuX!<zI?+J{AYR%h*+b)AM_Xb;I*y$f^3nPz0@lR648X0=$`scou<
z?mrlKjpXA?w5#$#=e=T*4ekZDj)G6cC}Dr`^{7d#g|zRsB_Lp3+qp)rd7x{dHZXq<
z{88cO&352mPYblJ5o;#x;fql>_O3xc=I=sx7{JL@pVQ?$A=>3_>ahkp#9GRIIXCO@
zEVmEz3BH>fjPO~~)eHY$TAOh8feqIJ9U)(f2S!)tZbJKX9)dqap7T8N0ZcBoA>H=A
zp4&oO<lfWvh%OL%S08AH&TPTC)M%*9ZGSgzT{`#*JrWZL?NerlLa~9+%D7HLdFJfY
zrAm1w_Kb#iMLjfrwHs>!v{xBXo`LcL+&vv1jXiz{>>$+pJl+4{UfPNEg5<XFF#I*K
zj_k*{IY;5XmhP?4-eky@V#9l)Zs#Z#oPfM4@MVU9O|;HY`T#vIq_pu7u^*klv)BEF
z3g7Q&9ig)E4=ec=@N{&F7`HcUU3*o@{#&;Z&aeKW&&L{ZY)#Fr+u9$+I~PymTn@Qs
z%DVp6NBG#9p`XO(!nXwvs$E<K{>a~GH}J$*FU0udV7@Pa@0ajx486n-Y2O{T;6AMc
zV?$#`dw4bOd8?s=>b*Gdx$Q#xO{5K6L}LoRbG8dTK^?)J)k5bUmpptWW#jyv*i#!$
zhVHS1Lerd^<^_D%Q@2Bw+v73E(I<IFe#{7aawp~~@k6@12<^~X*P9)lO}t~goS1K9
zn>fR^)ZoTBD5LQsU;M~^(^^H(bQ@yX44Rj;)?z)#YeQW~KS}GfaTw_-o&)aMauxKM
z>%zG-o<`u3onmB9lFk@S+3E2AYc#Sa?i$aU?=mXJx(p@0qaAgCe{8`liEvE7F`Tl#
zTZ_Ju+zeZV+-fR?%-m9Dw5HsQbZWDyV?XXzBgf(a+%Gia?vKXo^-$;@ZQpkSA3p0`
z4^E+u7VL4fhW*sqPR|mlzShAkn9?llgM05(@;8)<`^7ns<DNd^PNF$cxxb}P^)IeC
z!}uJi)iuvftzqTA!oF>6XP0L5Q_2mP+psfp4d=2!<g?MS#ufJ2a1Fw|RD?gMGt08~
zW1XRx<n2t!ob4KdIgNLPZ3K_ZoNXS+rjbs=E)?s>ImpL6CO>s2aGfd2?AjrgS<XSq
z?CY}F-s9jO@7M<aPI@;*`pZwp{qX>d7kI=+`tojse7C|*B3$PXW%fISi}#F8uz4B=
zu<6@rjCaCU5xBnr-gh_$QJbVAnYf=Je)>p$b^s=yYg$Wa&7qKdrDg8{$ix7jbtC$p
zv5S@ONPuj{LN>{)9KN1{7sRw4{Q>7HS{p66yGhk27so@lwDlSOGONxAe~OI#rVgba
z%li)N{Q;e2b}H2iIi)@cUXhRI7@XH(@PTbXpVU5*d{WzSKa2Keqi+@H^9;o6(5LH0
zTDZJwLE8p-z~-Bs`lV7{gT7Ng|AMuWcq@P%Sp^wyjc4^%*ule~!&FXZSNO%=Q-Cui
z+U3s>Xx@@+FaPgQ({&^9egt^gg8K2^2(LfBUb)nY_Y>yco4LLPGM@qY9miR6J@BZ`
zCuEz=um@bDvI4Lr>zsq2(|wwMQLt&#9O6SAdzvfGhXu~{59k7FpRcAdg)GxBKS^)f
zjBMKVBbC{t8}ES^zQ^4JeIQ$NGpk=J$G~L7K8^b&C-9DA-(QG&Ot3$?jR(fJ&5r$5
zKccY$@7PiOEuV+>Tm)Xsz@@#H)~(hRVh^CUFb@V(J+z+NE){c%o^?~6GDFP&bm|M{
zh7<3wP<yl%kvvMIJS^aq^3AY?D1Q?2X+5gI7^?lI`~p>e=sU@351#)x2Vp-nzP~Mf
zXYzgN^sG`zu7gkR8zfh{TP8kgrV76Bd@QMEp-7WmYFj4uD#DqE{*sR-t;auQOAvle
zf;hkJpC@FI4tlX3_4Ea!=cfn2TN38bb{*q36RndAOO*U%#o9R)`L$T*hafg2?w_q#
zEPF}Lu^77sTK|#11?QEvarh<!#vpC7XcK<eNl6n$`osybW|2QV)kSSxc7Z6Pw%VLZ
z{@{rEzr<X}drg58D_KA}U&w;w{2kr_iS*gx&w=#xo{J9lHEaWG4EEnx?87+6ZNR%O
zu(gfgJst1f(|SvNre~I9(_W4_{wLV28T*xT+KVP&?Wp<->>JpQi=lH>I6r&=`@aNw
zT$}=5LuE+Eew5Lj@NGIaO~si2Jt17uZ9L06w5W#FFM(h3Z*CZJA7Jj6JRJR}z0nCD
zXPSS*04E?W!J7Lfe1=IDwFP2-${~H91bJR4<V5<x%dMjPJCrGtg<PJ5OqR(ytH3AS
zyR5-lo$(8${8w1l#&5ygpU29b69nJIX|Jc8|J&c@E@3;oRZ8DA&A^#ygue#b$T(Li
zFNF?|PXi6kP@9p?n4*+hC`Ntz@!a5h;F9fp8{S(ZdXpJz2KJOS@XKEuU!9ww;9V8v
z))YExWt?W^m>YQ+My0%U9Lswe<uBuTNh0ocs6WH6RPui-b*3JCA34a%D4*eOVBQ;y
z+jD7eio9)a3i!M?*kr;PeNe==92EL>VuF~{=U`m#!#r?dZ_B8JElTYx;2r&R4cb53
zjCLkKCRLCLbU$wmc)tz%<x*$ytlNzJ>Z+C053J~eL07%)TJ&KJXmUU^4PgoBwv#MD
zR}8vef$l43$*jkW{p)sst_pPIQ#AfGyVSZ+)c=<k1%GwG-R)X4tJv7Lt^l}H=X}(^
z7`RoyZG-L*AEg>T43N_=fKv-xx`!ja5)jior#m!yC*(NZoeAQ6NdA~7aJPK{^nq}Q
z7qjlpZ5K#<dZrYKI}y0I>=XPw_=1q<XTbY)nvf;=c9K0!?H!G1?*!h_IEnZ92BMDD
z&x<-XKPT#llXZQ{agrO8Q$>CIpBH0!1U%1sPK+mwHH|&#L=bD70c#zN-EpileB7`<
zI57sK*G9-c1M+Xcm=-H6@lB^IEYAcfM>C$!kQ^V=$dTTUrhV&H)In$SMTm>BK9?9@
z-*($$@%I70X^j$Jw@B&x#u}{8Yp}k@!}o^T)V8;zxT`%Q+RMPWVLs>4*q*Q9h1w(g
zmD;2Ig4!E_nB++N5se%9+tQew#F#b5u&oQ85;C;^Q5}aAl;cjkNyw@7DOGmKjgCKx
zyvve=T(vTchy2#S25{m`>hkS}ZI^_*q$}3roST<Uwh?T_8t}XZcIqNJ*I<8(@27Mc
zYpk8Of(Gy4*E##MpfQ$V4q1Xzz;|erQhv10_LPh?rMw++I-dQu$FiAJ_fFg?IU6$r
zMw|ods7=sY>1+pk^wy0r_kFBm$Byc6-L^<cs-wDHkT2B>KaoQ&tW(?dgZaI}QT;iM
zi+`2b30o`(pNXatoF%s}Rm#bpC`R2SnAbE;v=+wqvvv}Xr|{gxstoQ(gAHy(eggUt
zkABp_UZe3OoOtTT$Dut$R|PmA_xL$y_}%g#(hFLbY2U7bJ$rh?0_+|0v4_mVUNRSZ
zN;d9nvI6)H4nLRixq$nC%s3(Y9k|1^#^QZY=;TnWjRyc{WGdx5AmfaASbsi(?TPiO
zVTxG0`MfnKd~L%spRKqn<hJZHpc{(y@z02<4Z{tVyGd7S`Uu>ck+1c4KpD<I{N0q<
zmi_SK9>dCAXp`E?nJD*>b44AQ{X`w-p*{2!uRpP*@#k7*Ee2iHSj;ETEr!m<n-fM*
zT~xLN@%D69Zifv^=R>kdYtYB>ie>iaSmP*9eWp))u%TADG!=6*2X(o22>qmUh}L%;
zH#EH89RCz}z6`$Sz_)xYbl&)TF$W^)OtPHluuo4nb#&F!@|~C$R95g+SGwg(Q5WUc
zek1bRzY%%y=)d`x$aBe<>=W}hf{!f{KLhuF<de$V{X&#cy5)<m_Dx@QwORdTSH7jA
z3x7vP7cVUu-r3h(_~>IIjUCkw{IHyMeAQJCovGDtkkNVCi1Tzi!+9EdfU|hmzfQeF
zFie5%3j4;8iFF5d9{C0AKx_mp*OOEwpM0DOFn@MzPVF?q9-{lafDUsTyc`@M?pNsh
zO>Immqr5iUwd{;jIDdEHTul4Jy@+w&#^3WdrwHAv2?@FU8f624L$nKr%KD(!Ss~HK
zH0VFoW5IW;8a7)yjhN@;Lq_^Vb7}|jq~0DT|3HFYLmbMEh0Qkr^D`0ibRg#IAk5pr
zu=$eU6A~Nt32}}UcXZ?vV#v{R8MoovLcRHfD9fc!$V{A@a7U{8gk&!3=@at6Jbl<F
z<jY{_9{7U<tCw{530ahdXQy;`7K(wthpv7Y?oC5zo68Zh*ZPK-7YW`{an@@a-8ayF
zv4Go)u@*yqpFF6*H)I&jf60xTAhT1r*Wu^H3&=NQiSP|sY6-+&ni)6>|CE`IOx}(y
zTOalhF~Dbq?)g>!kd_&EenQV1FgAf9;#p@W{6qH7z`306i1B<#A^#9M8%@R9i9NG@
z622>ibL`OxEJ%0w#Tc)SaV*#u@omt-z8E(%(xi`Oq;q5%>jJ*TCi0y~^Ya77xgmUi
zl-#%*deAZz-$nT$bPqj;p#G5#D9ATu;5`qNNnH;=7v7Gt5O`~u1Ro2~wJczJRl09+
zPGOgT4rP&a^+bohw2Z@f1a$QLRi*nE=vwB04rP&a<df4f0ls_~(-z!Q<OBDFpnZ~f
z{Q&Tei`gFdiX1zG=dL(YU~j^6Ba9izxuu4|zhs#3FF~67mn^XC{X*XtJ|;uPe}(kN
z*iSlAgrCWz8%A<JlLWwtsOJ#;PVk(me8TW9pNrPTSXnow+&6|X_;QdxObqu$xC!fm
z@SPY~=Y!vd@SPaUeJR$4;h}Z+Qkwfx46h^mh<qs?fNz2Yz8(E=-XTAfSFjKNPwR!x
z$)&y3y(;ac6oV2sejj5&;h&KNn?c`^c`}q22RR)<f3nb*o_;T)A9nQ14xf%9_*hUs
zHUlnVL+f6`J;LUV`ulEVdhTbV`j%`$UvkiwU3fnlz8r_iUuRX?tDFboaTF^Y88`No
zl+R+=%+Fw#k+02s)cGp>I9`RH2FdPK4i5$_+7$3mz@jYy53l=N(k}r1=b-;w(tpn3
z!GHz5fQ9TocNTSi4nG@`{pT#E?j`bHfgi`G6vL0@6ZmuNf*;F`@Ex%#u^l@hr%z=&
zb5XDGrxARLJ`d*pH6$AW4~1`x;8VzMcwH4_4_Oa-6@D!rlV8j65MIB9?+IjYf$UYk
zmQSGDBo95>5k5@a$AEmAs2x$S=#SlLgHMy_j~)IrDC2%E<oiN?E;c-C<88ry``@ac
z<YkAP)HdjOULx+DQg!g1{Y>?Nf#1u&@EychHt-<qt9>s{?6~byVW0WFW%*9J)4;mr
z)M3Aa91P?SQ;a)~0dj4IUHb!U%S_Dk5Y}b#iFu6fB{8pk$5{Rd6YOa{uj80g58Ex3
z?({}9UWYXyh_M|3`QncD@I5#?=ecTfX+3L(JsP>jtfBP>YgTV%b}F0Dd)YNqhBd1<
zy30^@HXny&C|f|~7;Ez3NuGwaU-jXE9GoMB92WNJl0#SqSZ_)ogJygeLG|Hze+KK7
zhiPczY`zp1pzLhV70yGM<z>e0kL=~bP7*#mLmOZFDs&Hh?*w<P{M~^Uz{^6|%BrlN
z#$Dm@lA7FID5r5s|B&%#PtEi!4A1%7?Mi*yBXNPYY<gBt={~qiOm5tRdQ8K_yA-|c
zRSI|_pN<3AKZU=~5bn3b@VzMbywn>i*L5=NbGW0ePaUkjuPtzDu*R*2&A<kB&O9J=
z?$`n7TqpENIY532LmGd9K9H^zgYTP`3tQ<3YzScobouyrIz#uE`oqU(rX~2V)6&NW
z`!+qJdldUN?YXpfyKsi0y?c#O?A^sSRzDDJq$YRyfYiRpxDQV)_-ljy?te_!o?0Ie
z*BgxcfGoU4jKk5(MVyMgT=fCTd`$3*v)tC>rM>%rJc%;x82tkM)WTc+@GFbRdk=Y2
zBl40eYI5n0o#xf|G}hPE<o@tURv;aC&?h|aWlc5LcKIopUlDyYUn=;fGd}q#HEa}c
z`dq=g>Zg<@^FKsgH3c=f><OWV`ilkrCd}pYqz<ZnN(T?IE<YulkLm96^oBgxrz>Hn
z=E7dR6n5(hoGX{ZS1FdCE7Pnsx$WSY{D^4&%td;duLk!9)rU!kNjHvTytMj4_6F(7
zwUFf%Bx}rHy5lU6&lE}D+nyKwJy0q5buAPz`Kp+4w&{dDzkj>v^Y76|lH)YU`3Txy
zj5?FNHMw^pO?4f3hH*cgyT1+H(|o4OPluk*R^gdqZ|lxX)NwXHoyo-W$?kqSHtcP5
z*PV_sdQOD1Ot<H!(91?TztA}aXXzOX`V6~`KTB-ESR?&p8g$<<9M2N*ZmVHe?NtnG
zedIH}R0F;{2Kga=QX%}Y+3AK#BR&6o;{@6zm;t8yJi7DN(r<viQQrOVSE|Nc1<Cw_
zi06Ve^zETO*dyrP8gixQf*+$UoWJk-FT~~;RvrV}%DBQ@myU1rWGK4g1i+X_<%?l!
z;T|W~sKhVMz&&32t}Q8<v0D<1@1$|u4m>*~eB6iRtpV@jv4?knpEi9$W0ewLyaeYt
zdX9iSHWz;TyzaDzYEsBQfX<hAKKf1~)-9$>6=~S|;WXBaa2oc0I1QUWoW}i4IE}lq
zaC(#`eV!&gUXz}vNnfZ*&(NeV(xflZq_Z^X`I_`1O?sIoy-}0iq)FebN#CkT->ymD
zrAcqoq#w|vAJ(KBHR(TS(tp&X|D;Jjqe;J@Nx!H`zp6>Uu1UY8Ngvjv|E5X*Q<FZT
zNq?qEAJwG4(xku9q`%XoPioR<G-+LCmkz{f((#&fe@%LjCOt%x9;r!>(xlJRq{nO0
z6E*1zHR&0e^hKI<mL@%4lU}4rFVm!RHR;PW>8mv9Yc*-NCVibIy<Vi5G5K7h(P+Nv
zp@OuRSlUDEA^I^y{D1r@<T*FsZyGOQD3#@e*O!WKp+D~}7%%|;<Hr&P3^3w<qp_fX
zna^Xx$C%Bd%w}`JD06{j)F}Lq-zB<HqwqiK%FAOjMxU2EWX25qKO-+`Mqcdh-S{8B
z7~SsO4FBUF!;59Rbxgv$0mPc(;_yFyF}k=ohW{BenOGblaX1cu$=Ih4>qEZ_Cim$x
zwNIZJv*+~blQC?>$mG%HNf#z3Pft!xX0wu6NnvSO<-{_l&F5I<a+DNJ^tnpQN*wE~
zWnRx3hu!bOKV8OgCUxOV>WMS4ta2Ux4KcT^)M2$UtILOf_RQ<4@Vnd&w$fAT@H^?B
zw7X(??&8ec<(Dm+%QBda*?g65yUQ~%jOt^B%+Bm3pu)dbXZ3q+c1NMjUd)^}cTtI>
z$XaUi6|)kL-Bx1d?D)`TsST)B=B_AJ^LUZfS5eBmHuq`=^Eqv04q*BnK0h%1POrn~
z^pq5_b!?rFRkBJSThG?}SkG=*FD&XUcWM#aoqhPwFTEE&C*wH^MnU`QSr;SWfO%Vy
z!wY6a0_=FauGKC#a#p!YNO)y7ufy#JT!x<8R#TR*qOjCcRDoij!{)U+L2S3t&`|%&
zY<?$j7P|coZ<*JDza|{|&~H-_0K4B&WV*lv`TI<w4wK#HHhJ77m8L?6iE~k8a=HB;
z<T)r2uB8k$K@02-pKl^t%G)=M>)EeyCMb`|R^oNoil|P9+XNNzc+v1gQ?BCzm)qrc
z*-BhK&anx6xIKQ8ucA!iu)+#g2^7W0?3I3}$8Ggixcx4O3jfrdEJ61eRb%=&+B&vq
z;@BdFe|4`6@-$IRrt2JDAEad(>oa*)sbUy6cH)%DlYQe%MIMLXsnq7TJ592A4H2_S
z&Zb%?TPL%XPK;2IDVuX^@>iBQOk*crh^o}S*+izNkS5TNpp)GEPKRl&*W+Go^10SK
z&NunJl_sx4a8FaFThkLIAFC?dd}dlbUMtNlPZ67AuT*nQV=pt={HC#Gm#_+Vp{K%K
zWD-b%&6VbKliT4a!kD>DHt*_+Qc|~KN99_N7n!9MK0j%O_*W=>Omq!2ep@k@Q<%nQ
zGLKzfWLoXI&f!jv#B;2(+5ONlQYy8PZunWYB4}bsiD^}dZMDy|%HxGZ=gW>o*5>w@
zB!l6~NcAxc6?VShSmpe%GLnL|$YVz_{z7wj2A_LYYk7sOM6OW+&xHX3A|e%Yb&03Y
zRzkJQlv-df@%Spdq?R%jF7OobTtsSCkz<vuqQp<Ns7VxAt;K7*fi^d$f|$s>Sg_VL
z1P;Fm^U@~A!Xy<++l`;XrC!oPG0tbAP9kN4f|c4T`6R?J7dc9>N??_9_%R1pn|deU
zT(~{%3#gKAo$ASezXJP*%Bxt3pynP^mx4~zO2xF+1tp**!Cv8|l@Cf|TeS)^htG}c
zY$X*?y9ys>oXZ_%kE;%eS1Zw;yb!xT#Y(pt{xfE}jpvVZLqlyEH}<k|>Y@R~z_wS^
zrTIPQ=+9XFdfC2d4+~G?vrls$ra1mdR$3G)+>Ui+V&{mQb)023Rz)s_lDlZQ<uK7K
z?wv%g2VI<q<z(!{Sw0i3B4r*Qwh5?bNqB~1eeS-*_*hm2G{eg`9I<F(*Dpi{R`nt*
z^ln<^K@(<wY|;6=Q)7$L*+TqVoqUlc>_SlyU%(10{f@D|^vHdH)?-2)Hx_$@77-g3
z=c0&~ewO80eSyPW<bvE}ez)xn3!tgQ<@c93R4lnOdDYI??Bx|M(fNx^^Hjl)+b|B(
zfHw1Sc((!#uyHB@Z`V}n^6~xZd{b9%ePi(-*zk)^hvjuv3f{Lae41g%nus2=afKdF
z2_np3FCw37HMEl~3xX;jX)O$M%InwWs~NB-wAlhI!FH$3l`usxNP3p3nIt)wrr0q&
zHmX*Q)%+q)MPZ2p1>uBR!mAGFc7yopT7gw<h1k#KB5Q+2a$|_8%P%%lm}Wj3nxNeZ
z!k6nZ3lEyDOAASJxCV_~Um<mHeMJ}M*rF~}pQ@w15Aem<t=IWY+&ZVl0_}QMt-^ZE
z=M4=W%^y_>)NX{08nLeMO$0`?&0Ex+dBG&jTa8pq=5edXrB9s5F6&wex^<cB0XBGt
z_aZ2aeH_c?OCKgC+37G~${aQ_JZ)aDtrB(-7VdvXVntm7vzaiKrM4bb3E6QT!o#2y
zuGyC!7O$o^m{2rA-MG@sq;cuv*j&{tgaHNn(T}cmbz7b5VrF%#2Ev0x(wR^<=J$B8
z-?}T+B@#O!DU!WdyG*Ue`b6tJY*R06R)~=gDqmIkG8m>}JP-S+$5aBl3dq=5J#JXI
z+*W|fG76}Gw0AYu52%dSfh7jU681~vTCK?NS9obY)1HnjlUZZNrcX4P@?e(Q3SC&a
zDyap5PkRIGbV$O^S4J^2u*2efVlT1zxOGjnp~)f#&LTLZIIsef<jCZJx#4w`dagse
z&<Gngb8yjRont)29GnO~$4;E)i)57Yx^wz-j<3CKi8#Pvp)`;6T|_&>&pF@Pak!&1
z9{$N{MknrR2=t>E&kE@mgP;Qrt`b=c?mJ`P=M+Q#9{my&P*_-uKlo7^IQW$Ncya`x
zETu29wkj;{&i+gffBo2(6Isls$xLS&0{kH?X3TIFduIyM?>>hqFQ3Eo&XG*Hek9Yq
zH<B@PD$|vr!B6qBRVU&S6VvTB;oq-LV@hor)3uC7-WaB@9m{l`V_B?o98>;bX6&{J
zEauLOm_BC?(^)QIG4Eud{%jVrbrEBe7c*rm7~Qdy#nfKObof>mUJ2lRB!1;Dv09va
z6RU*`6050Sa5btXVNeWT9v+j-2!>2}Y>+YhDL4#2ARfbClE;t-kNe3O&pkK{9(W9~
z@)-UsJcb_?kKqHuV>puW82-;Zh8TH_OJ5$t=a<Lu1?Dk)Zg~vfKpxXL6Tk2o<T1p|
zV~Cf>CK;#6nC^23AEM^*7#WY1@p&>HCu4{ozeIc%M8xA|JVD0i%NRbR_$5|Pl<_1P
zPnI!!0`W_%zEH+fWi0eFv3k0MXUKS_jAzLh&uj2YtcL$Sk1v+-92vvs6~DylOJtlO
zV~dP4Wt=7BY#Gm$@jMyNm+=A_=g4@WjG=P)B~~w%F;tJkOJ%%F#>-{ALdKWMI9J9i
zWt=DD%Vd1HjIWS!zKpMw@l`UuTE^GN_?I%imdC7GMA5%d2}C6jl|WPiQ3*sP5S2hw
z0#OM>B@mTBR02^6L?sZFKvV)z2}C6jl|WPiQ3*sP5S2hw0#OM>B@mTBR02^6L?sZF
zKvV)z2}C6jl|WPiQ3*sP5S2hw0#OM>B@mTBR02^6L?sZFKvV)z2}C6jl|WPiQ3*sP
z5S2hw0#OM>B@mUs|9d1L-uwS)eoW<rBi>fmVn6XJL5a-SOtE;In^KWKwVic|RDus1
zs0jRpe~Su*<B<HlS4LThtdqacKACL_V~E62S>Bhw*j>=0Tx~akj5&RjGnq9<6s+Jc
z_^;@tr`-{6lX%^8dqRKac$~?eh1#4YaaxGo$v-HN$WHMO3akj1iSG@B!Ej>Ti<C@c
zf0nV~C4wi@pKiZl{6hqZVX;`cmHs~mZ1z)IiR?Z8L4-0EX6R?Ka66~p!N1`_B&MH9
zcQ&+pB|mMPpG0QiA86<)zXyIMUZcd@%IisF|2Rv1NnAA&*-zm$$@*4smJ(SJk9+dB
zU*dfv@rLmaOZ3Eh<7eW%C-ENQ^;pg(KGym(@xGLJfBuR3PX0{1xC&w^k-hU1^(FpH
zyx|h>IIj=?U?~3}M^E{U`<ZytBp%}*^hjg{JnmUvw#4f@P4s68k9*>sTPDgs;^lV|
z@E`p~-O!y}e9xtO-oFcpZ+Qr6bv^%g<A0ZjC|y(nQ3*sP5S2hw0#OM>B@mTBR02^6
zL?sZFKvV)z2}C6jl|WPiQ3*sP5S2hw0#OM>B@mTBR02^6L?sZFKvV)z2}C6jl|WPi
zQ3*sP5S2hw0#OM>B@mTBR02^6L?sZFKvV)z2}C6jl|WPiQ3*sP5S2hw0#OM>CGdZv
z1WaJsiSQ|2!nPvTzKb0Ln0~_$v~Qyl%q)0ky_yo@M|9!*W|@gdVP<v)FZ`du%j;+G
z55k|pOZ;aZLiig(oWjnGM3{w;k8mTx?-Blt(1sABV`nZwxE5g}!VZMz5LyuW>e(3!
z!YYJXgg+wu4IwUuotcbqIl?-G`w{+x@K1#PvFuDP!p#W3NBA?s2MAvy7~<HOF$h@*
z*CK2}co^X=gf9@z>BG)kgm4YQCWPGx|3uIk*qI9vu0q&|a6iHe2!BI}GqN+|5w1e0
zMtBI}RfMAmG4bq-31JRGKEm|~4<NjX@D0Mq1mq*!iSPu%TL>|IAxDG~gx?|@M)(dP
zu^)Iq$nD1zFT!sSo<n%E9|m<rWtPq7SYEisVfS0}D$5)^t76qEhu50xC~=^W=T!O~
zKI?q1r*x&?>vFHobQi63t>;DAo+5{JnPcs|(lUP~;i?%|xctr)9^Z0zNoA&YwU3JC
zy3oo3hkv2pAu9^!q6STRoj(k$6zGw#;G-*7ax>5CwPu5DFO?85Z=Kyy=68AAOKpC;
z)4|!G{P`Ylsg1Wn&;r+W4)@tmmwA>tN<CiQIYM4;w^w+*jv}=QaM;BSAzWeeqB6CZ
zAWduQ?AA;_gjiVNcL3QVI7RMUN14}Qw-K*I0x9zvP_nSJ%;WWULtbVp?M}V?I)`^v
ziDzv$tlSE>-xYx<^CFs9>GzajRJ^=-wcVAKJ`7a18c9XEWn6A6sp!g??*(6^4OE3-
z+nQNawA52nQNp!F=0OKU9%+OIR}_n)C64PHB|<Yfh8yfbLioGVZ}U629?hkaB`%*|
zZIh=}JznB*ueN6TDB^eos%02b=(B?}Md_usk`j-d&<M(PXh6TyQ>4}}xpu6wE_Ay%
z=OTx=QTrluAcZdOm#?(?++~<L{#De5oN!!IuW;Cka~-R=X3Bh(F$pfnhH{i>=#Y`;
zwb_fiXI<v*k?C+dye>O<BbC!)pDm|Lk=3>x{w%&6bf+d=(d6XVd`=Cx(3j_};G&ha
zEc0+#NhsH4cV>G^%WPgP4yI8Amole|r#z?EVJiv`Keb3*c4R>o)*OeZF0Z1jL}&+;
zm!qf|D@$B<-l9N}YAS#gQk()(wS;0)h9W-sFLS%>wAy9*F3X!gi>g+0G`&%?<~j&h
zi$u$3*FvD;buFrqxT4>hrB)?bNK?VxJE6)sDdgo2uMevUvw~CY(raDp_N;Y_G3!!B
zC>588Ca0VF(0VRZT#LcAeg!EPa<$`gnH$Tkz1UF%MtGshy%Z<Vq1AGl5is9Y;&Y(S
z6|^Ey#xjq)8%#PCF1PypH0X9`v2~Trg~?&n<gBi+d9gf~I!f)OWef#guifdDc86kR
z@p|@!i7_44D9mE3&s7SQS!XTtdT1Xck;PiAWtHo!rF`MCx_s7Bo6Bu2DJ(6kM2QpI
z;wqP;qzH}nq_xMehF|GbE9VPS-&*~t;ZG<x>UYG?Isc>BFLd|E40}kQl%JR5Px4!C
zQ<8>_DcG&xf28l%m3^%{t~;Q-qui;~D(@xT7`r>>&-zZKT6d@MA4*%l`;||1x9Qr3
zex%xB3;HnDAAtCN5@T0OnDOr?!3>k|sgZ)C`y{+ORlrY5cygM6Uy-o*-VtLTOIUo@
zh_UY^EWTgFSTa5gLhXz162TUfu=qX^V>uEQ-xp%+8VOJ4-y34AQo`bUKaAZaVe!2k
z#&%0se0PVjS0yaIi^Eu}gvEDs7&|3l@jV>IMi>Qu;=4GET_j=g9UR6kld$+64r65!
z7T>jD>~;x@@6v!D35)N_F!q{+#dl#C`%J>(`!I~f#*6mFcU~AfPr~ARFN`gau=u_U
zV=f7c@4PTpCt>kj7smb|;p5ZAc)cazq8S4ITEg$m6!72#(SFWs0ne0h;za_!T*569
zzD>eq{JUC=Ju6}Hoh|gIuc&Xyd_ixL@H;sI{)L23EfVlm5^h=|;B^w-y;Q)rsqiuZ
zKP=%nD+T<bgoot`xK+aJY5|{;@cj}V0kf9$k^NGXPnWRx4j5xq5<cz{<y$5E<{AM%
zPB3Qg1pYl8#$J^0bP0bTVT**1NH|NvUrKncgpK`0eOE|0Ny1l3I90+|OZZ|5yCr<7
zgf~cdwS;RWTp{6l32%|`{Sv-k!VgRMQ3>ys@G}zrql6Dg_*n`6UBa(O_%jK=CgE=+
z{JMlsOZZI*8wZH~zb)Y;2_KTMiD0ZLtXar^iiDjK&XMqMC49YvcS!hvgqtOtlql+J
zk?<r5ujAi8V{D;>|14p<gvEE!7`s8j>{Z5pTP5t2@GgQe$Hn*U7;BR7JF@(F34bKv
zze;%60a4#q5;jTr2MHHQc-%lyzf;2b5-yW)iG<flxLU&15+>CzqCfJt73D=LfcTXN
z_-}w$;Uxaa^k+C4kxs;)67WU81=vT%XkaQIgMewre*`a!C?|S#KPr^;Dy-7iQUX7U
zh+bPx^y>a~oupS`Dx&sj-qTN|*On7~c)yeMDy-5!A;`n@+H#^-_s2g;dKFgbaUH>b
z6cPX0a-vuF(>Eo(3KKr@Z;IvQ;r6xVM6d3@Es|b^Rr)!CJWQ`GCwg_iJ}K!{SfxKd
zf?iur^y>aTaIhGE6;|m#!o3as2wtYaCz$BN_JE{UVJfHomrw#fiiloYPV}n%uvpTo
zFyRyZIT7t^%ZXmKH|&yLg;jcfAEjwuTTb+<eX>^4tFTJ{5G6G9+H#^-?U}8TUWHZq
zBtahTzqXv{Rr}{LNw2~xeSQSJww&lyd+9Yvufi(5+)l&oYs-l~Y+p%w6;|nUBHGuM
z6Mfholk_UA()%OmwdF*w+HXT4C|ZA1Sf!7YpSGOnReNuSq*q~;KC*pnInjshLrJf~
zD!nCwe{DI@hwVv8ufi(*Z4va^a-vu5&pJu3!YVzo`H$db8hnC@UbR;Pl3s<WoaRrY
z{%gyLK5XAgdKFgbsSf%POzmsSiC(pbk4SnIR_P0f7(bO>TTb+<{j4O5@ejkGp|*Du
zF@7q&ww&lyd)p-GRhWv1z5s!KD!sOx=vDhXQ_`!jN*~$2ww&lyd%jT8tFTIM;jMSI
zuPrBf)&9Rx(yOpaAE`gua-vty3lB?r6;|obp#**uEz{r=O!Vsc;-I8gVJav2l_AiN
zV4~NS6TNyKX_xdW9HyrPeiRYCww&nI^Gm`IG5#t{_|(3i68KR>^xATwSI;{WCA|t0
zKG92aDNL^|CwldKlq=~~Sfzglb<mGsYF}GU^y+!4T+*wsN`EJ(?xNS06TN!=dPLHz
zuu5MWL9Z<*diA{afuvVql|B#WMEVg-{A<gJK776#D&()iD*cTS`>(c~=+*P!#gbly
zRr>QI=(XiUubv<CCA|u(^mq)!e-sh_+H#^-&zlvJUWEyt#=nzOclBRePW0;e^lnM7
z!YVx%9O@vL+SitI`emYlM^t(VtMqrqi1IMKrkv>2^Y4C1ufi(*KLmNWeQi0>tLNqa
zlJqL9(znHRZ(mzZ^x^Zhq*q~;{{D#ewdF*wp2vq`qoMs<g;n|@O5jJ)vWRltzC6Fr
zko4+#UZw9FL9Z<*diA`&Lei_SO5cWi4f+vG?Q6@4UcDdKCh1jJrT>UichPIhi9URv
zAn8?DrN2IcUM+te_~&WvAO1_i>ixqp39I)HrzNc3KNyA!diDNcjD*$uhe;Av?;kFb
z@YQlbzg)uV{X>a_H^}l$5?1dY?v${4|L~B6)%%C1CH%0Ye^tWj{lohbR_`A^k?^w;
z|2qk*_YX>n=%0H3&`-kZ{lhQ`tM?CMB&^;)Op>sA|8OzEn)`<(5?1dY>=IV*AMTOx
zj%G1{pGde_!jndb`dTEsNW$v<Ly?5l`-hDZR_`BvD`EBi;c*G8_Ycj0O`>W3_Y{?D
z?jsV;5wLn6ktAXDK4P+j)%%Ef5?1dcawV+ZM{Ja^dLQw)gw^|qmn5v-M|>#Zv)xC~
zvOfTmK)qi$mtX^94X=t$U5N<AX9NVi2zX-zd~XEY7y-W$0slP${yYLc9s$RI87)64
z5%9POcv=L!Bm%xF0$v*d-x2}e69G3wz<-K>4@AKKjDR~M-~<c^vcmGFbF~(p5&_SP
zfUk~#%Oc>-5%AUs_~8insR;PB2>9a&SixGU<#$8`JT3yB76E5Rz$+r)Ya-w^5pZP$
zd`kp;Zv^~k1iUW-ek%h0ECN0e0mG%GTmOegz!M|j1rhL-5pa0~d{YE`PXzpM1pIUa
z{7MA;_XzmQ2sjq^V%qT>76FfsfG>`Kmqx%>MZnGo___%A#t8T~5pW;^el`L=6ajx8
z0msC3@1H3Go*V&ZM8H=?z$Fpz?Gf-p5%B&9_}vJ&B?3Mc0V~)mwc|5Tz{nE6(Gl>B
z2>6l+*bPb#LK#9if)~MuK<B#(gzFG!ja-LNiLf4F1H$zPHy~_8s6wblxDDY~2)85L
zfp8~6J;L1xzee~C0<EXNMYtDX8^V1E_apoc0q$jNJHifxod^#iJcO_d;bDYF5NQ1k
zAT%O8im)5uF@!%LJdW@L!jlMpL})_TgFtKa(+G5C*^BTD!m|j^BfNmH51|=hKf;R$
zFCn~)Kx_Hy2yY;iBK&X4ss{CKLfDLOBf?DxHzUygQ;V<#;Z}q?gtN)@E|igMw<7#I
z@_hhw|EY|hLLEOP=jVX)Q?h;qIIkkShCp&Zh@i@zG}}b(8E11BfcL?_?Jj_7qds_1
zA3VD?>Vv0ox{LbYVO@y&;6VscAG|IX&j0&;@Z?TeRteWSs~zr~e)vd=-BaW_);a9G
zdDQ`F1w8WX9(dsS%7EkdNcTLVr=sl2`4w*Nz9$_Sc`n?KxsPZeckt|iSrm3bjI6^8
zf9zhW&c-5@>09a`ui##a{azb9vB_(`M^kp;moD<j&$!F6xCbt^a@IEBdtO0~tUah!
zJN(un@?!2$;yY^z(YWEYeHNm#6cJT<g{|Z)#njx76mveg=XdXn_FhC(t4lnE@DuHY
zSt_-cczhM)1>B=rUdsJ(do3z*tg=;<_<O6DOYZE&RB`dzpP>Iy1ggR2c6;E|4$srG
zvGC&<R0o_??H;eE!tZkTCIJ_Dx<>M;-D1f38t%2rJkq~k2ui#~ahCTZddTu}xX*gL
zb||lP+49WX1uJ_Q3JuQkA1|JtxiT+1bIB6x;(1qIu{?L~O6$^jc{$7B^#5ZG_n;zl
zvd+uaTBi#S-YJtcF1%A__4MJjPU$7@!ti`w;P5YA%inyks;#L!t*~M8FXwNZ*h&^V
zD%X0vMd2|er)=R(53g>}yNcxUN6Qzv)Vm$){Fk}QuvE=+7iE+GbhuueJ^b)Ix8fB7
zH4jzIFZEkF9!8G8F(M=*OLA>4pJU!Std@RyU8P&u3a`iR@cC$W&30C}!wpGNLA9)+
zw2&PAyHU<{`0RLp#UV)PRU1*fqEeva)d>G`uXyX?e=hl{y-0p)n0Y#aaWRzempVlC
zh3F+-EaJZT9{ws5mpF}iv2~@V6br4CjmUy7EzZnce%UgvNg~fWow^~?Hcir3>9)H(
zT{BBlb72=6UvdSpy#(_Qqh!TSV0Wmyjwo~5+(jjhA~=)#xV%L!-aE0C2&ZyQ?c{LY
z)quOAv<C*)VXLnKFFB~3du{I3eDaH$eNG#_(WRE+9WJgrqR@|*DSS>(374(N!aGYU
z?m7)Cc=<uiuGD0&@5){u&K4f?SZCD2aE8@a;^|sp`O5*==iRIEvIcZoeYa;KceK}J
zSY2TTOHu9r#uTQ`{?F<<yHZkJU4{p@RsH-mIw7&HBD{@2`+ZnY-AZVd^;Uv)9s3V2
zS%HSA`i1UQ9&GXzh4ey|n0TcwcZClxON48PXez8ArFdxqZ%&C#l-`%{yTY1VSm7$c
z)?p2+5H+~o;q`=D&t3w}#tSTAb84dKV-da8M@El$*F@M+KZa|!Vf2fv*U_tEs+#c0
z%L^t>?j>(ZFL@WTNtgN1>?9~L7@br`ud89UmiQ*|WnTX6TIwgUo@>iQ`%l$Ef+?DW
zcZtfNn|6<H-33!FoH+Rco40hvv<vKIl^9j`1yg7DY^|5ZJU`<SDQX%=O=JEFROEq#
zTcT0ZSi9a@NhVR#IBFV4O=GMUQPWs8Q=_J_`hx2J@O1nCebe~gd81bzfByesR`Un>
zC;!>EnKAt|0C*D0e@V!L_l@4fba2|x;Xm<}mwZ{C%#``eqzk_qCbQ2LRfh|Dv6Q<E
z>kEo(-nB0GM4yLUciFzen-^~%cjV1>7JqTsC$)2b@xzImCqDQ1+?T!$?E0?uc*l#G
zrv_$KzV`N2IeQ29{jUec-Smn7wSUg8+&pXQ%wzRC-Wk2={98AFvTb+WtG+>(-}vU#
zf3?r5Ok0$wpZ;>o%9>l8FT7ZO=iqgFch1fHud8!zAM>c|-8pYKe|bgAt$!U}*j#O!
z`PJCKu>W>ERQ>s$505N+VS3FaQ*Qdh(2bXRzy94EuXDj5<JkL~|2*3L*V_&jKluFl
zt;O%(x#NTE!JaET*2^C0v;T$n$2|Ya<u7b(t@J;AeBSvdC(b{A=G%&4fZo>ecJhUJ
z=RWrRd7jL+?R%cR@ZDi|O<jH4nOn;ej{J~fdib8^wznL&@3)>QeRNLx6xU5Rtec-c
z>xV^s?w|D7>2sg|Rq6Pw2cEfh`h$!Ay8W@L-G9vYyxP91Ip)Jdhl+K}^J7ETH(kH}
zroTO3m$T*kNB-0DH@>>9e#&s=PcH<`+y0XN_H)0vG&F2d(44>K<G$?Chn9Z+pVt3V
z^oxvrpD4Na=+w*&8}_BY(-!-$tZmP@<A!W03{1~my+3a4kkWx~omt~#MenTpGU4PM
zzgu?kqN~?E!B*aJ&c-tHrvDRS0G<CU6}D}2n_q7F>D1*UWFPK*rsk|%@ajch?)#h4
z6ZZw<EE(4l(Uv9u*9@CnsG(~$<lsY{4qiv^=FyPWhQss{QIns>cWXO7QbcQxVF3ii
UdtLi%jt%iGX%g}_I)!s;a#q0cZvX%Q

literal 0
HcmV?d00001

diff --git a/lbmpy/phasefield/simplex_projection.pyx b/src/lbmpy/phasefield/simplex_projection.pyx
similarity index 100%
rename from lbmpy/phasefield/simplex_projection.pyx
rename to src/lbmpy/phasefield/simplex_projection.pyx
diff --git a/lbmpy/phasefield_allen_cahn/__init__.py b/src/lbmpy/phasefield_allen_cahn/__init__.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/__init__.py
rename to src/lbmpy/phasefield_allen_cahn/__init__.py
diff --git a/lbmpy/phasefield_allen_cahn/analytical.py b/src/lbmpy/phasefield_allen_cahn/analytical.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/analytical.py
rename to src/lbmpy/phasefield_allen_cahn/analytical.py
diff --git a/lbmpy/phasefield_allen_cahn/contact_angle.py b/src/lbmpy/phasefield_allen_cahn/contact_angle.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/contact_angle.py
rename to src/lbmpy/phasefield_allen_cahn/contact_angle.py
diff --git a/lbmpy/phasefield_allen_cahn/derivatives.py b/src/lbmpy/phasefield_allen_cahn/derivatives.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/derivatives.py
rename to src/lbmpy/phasefield_allen_cahn/derivatives.py
diff --git a/lbmpy/phasefield_allen_cahn/kernel_equations.py b/src/lbmpy/phasefield_allen_cahn/kernel_equations.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/kernel_equations.py
rename to src/lbmpy/phasefield_allen_cahn/kernel_equations.py
diff --git a/lbmpy/phasefield_allen_cahn/numerical_solver.py b/src/lbmpy/phasefield_allen_cahn/numerical_solver.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/numerical_solver.py
rename to src/lbmpy/phasefield_allen_cahn/numerical_solver.py
diff --git a/lbmpy/phasefield_allen_cahn/parameter_calculation.py b/src/lbmpy/phasefield_allen_cahn/parameter_calculation.py
similarity index 100%
rename from lbmpy/phasefield_allen_cahn/parameter_calculation.py
rename to src/lbmpy/phasefield_allen_cahn/parameter_calculation.py
diff --git a/lbmpy/plot.py b/src/lbmpy/plot.py
similarity index 100%
rename from lbmpy/plot.py
rename to src/lbmpy/plot.py
diff --git a/lbmpy/postprocessing.py b/src/lbmpy/postprocessing.py
similarity index 100%
rename from lbmpy/postprocessing.py
rename to src/lbmpy/postprocessing.py
diff --git a/lbmpy/quadratic_equilibrium_construction.py b/src/lbmpy/quadratic_equilibrium_construction.py
similarity index 100%
rename from lbmpy/quadratic_equilibrium_construction.py
rename to src/lbmpy/quadratic_equilibrium_construction.py
diff --git a/lbmpy/relaxationrates.py b/src/lbmpy/relaxationrates.py
similarity index 100%
rename from lbmpy/relaxationrates.py
rename to src/lbmpy/relaxationrates.py
diff --git a/lbmpy/scenarios.py b/src/lbmpy/scenarios.py
similarity index 100%
rename from lbmpy/scenarios.py
rename to src/lbmpy/scenarios.py
diff --git a/lbmpy/session.py b/src/lbmpy/session.py
similarity index 100%
rename from lbmpy/session.py
rename to src/lbmpy/session.py
diff --git a/lbmpy/simplificationfactory.py b/src/lbmpy/simplificationfactory.py
similarity index 100%
rename from lbmpy/simplificationfactory.py
rename to src/lbmpy/simplificationfactory.py
diff --git a/lbmpy/sparse/__init__.py b/src/lbmpy/sparse/__init__.py
similarity index 100%
rename from lbmpy/sparse/__init__.py
rename to src/lbmpy/sparse/__init__.py
diff --git a/lbmpy/sparse/mapping.py b/src/lbmpy/sparse/mapping.py
similarity index 100%
rename from lbmpy/sparse/mapping.py
rename to src/lbmpy/sparse/mapping.py
diff --git a/lbmpy/sparse/update_rule_sparse.py b/src/lbmpy/sparse/update_rule_sparse.py
similarity index 100%
rename from lbmpy/sparse/update_rule_sparse.py
rename to src/lbmpy/sparse/update_rule_sparse.py
diff --git a/lbmpy/stencils.py b/src/lbmpy/stencils.py
similarity index 100%
rename from lbmpy/stencils.py
rename to src/lbmpy/stencils.py
diff --git a/lbmpy/turbulence_models.py b/src/lbmpy/turbulence_models.py
similarity index 100%
rename from lbmpy/turbulence_models.py
rename to src/lbmpy/turbulence_models.py
diff --git a/lbmpy/updatekernels.py b/src/lbmpy/updatekernels.py
similarity index 100%
rename from lbmpy/updatekernels.py
rename to src/lbmpy/updatekernels.py
diff --git a/lbmpy/utils.py b/src/lbmpy/utils.py
similarity index 100%
rename from lbmpy/utils.py
rename to src/lbmpy/utils.py
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/lbmpy_tests/advanced_setups/Lees_Edwards_boundary_conditions.ipynb b/tests/advanced_setups/Lees_Edwards_boundary_conditions.ipynb
similarity index 100%
rename from lbmpy_tests/advanced_setups/Lees_Edwards_boundary_conditions.ipynb
rename to tests/advanced_setups/Lees_Edwards_boundary_conditions.ipynb
diff --git a/lbmpy_tests/advanced_streaming/test_advanced_streaming_noslip.py b/tests/advanced_streaming/test_advanced_streaming_noslip.py
similarity index 100%
rename from lbmpy_tests/advanced_streaming/test_advanced_streaming_noslip.py
rename to tests/advanced_streaming/test_advanced_streaming_noslip.py
diff --git a/lbmpy_tests/advanced_streaming/test_communication.py b/tests/advanced_streaming/test_communication.py
similarity index 100%
rename from lbmpy_tests/advanced_streaming/test_communication.py
rename to tests/advanced_streaming/test_communication.py
diff --git a/lbmpy_tests/advanced_streaming/test_fully_periodic_flow.py b/tests/advanced_streaming/test_fully_periodic_flow.py
similarity index 100%
rename from lbmpy_tests/advanced_streaming/test_fully_periodic_flow.py
rename to tests/advanced_streaming/test_fully_periodic_flow.py
diff --git a/lbmpy_tests/advanced_streaming/test_periodic_pipe_with_force.py b/tests/advanced_streaming/test_periodic_pipe_with_force.py
similarity index 100%
rename from lbmpy_tests/advanced_streaming/test_periodic_pipe_with_force.py
rename to tests/advanced_streaming/test_periodic_pipe_with_force.py
diff --git a/lbmpy_tests/benchmark/benchmark_evaluation.ipynb b/tests/benchmark/benchmark_evaluation.ipynb
similarity index 100%
rename from lbmpy_tests/benchmark/benchmark_evaluation.ipynb
rename to tests/benchmark/benchmark_evaluation.ipynb
diff --git a/tests/benchmark/db/config.json b/tests/benchmark/db/config.json
new file mode 100644
index 00000000..8ced1db0
--- /dev/null
+++ b/tests/benchmark/db/config.json
@@ -0,0 +1 @@
+{"indexes": {"simulationresult": {"pk": {"key": "pk", "id": "76f7f2660bd4475b90697716ef655a46"}}}, "store_class": "transactional", "index_class": "transactional", "index_store_class": "basic", "serializer_class": "json", "autocommit": false, "version": "0.2.12"}
\ No newline at end of file
diff --git a/lbmpy_tests/benchmark/evaluation.py b/tests/benchmark/evaluation.py
similarity index 100%
rename from lbmpy_tests/benchmark/evaluation.py
rename to tests/benchmark/evaluation.py
diff --git a/lbmpy_tests/benchmark/i10staff14_benchmark b/tests/benchmark/i10staff14_benchmark
similarity index 100%
rename from lbmpy_tests/benchmark/i10staff14_benchmark
rename to tests/benchmark/i10staff14_benchmark
diff --git a/lbmpy_tests/benchmark/test_benchmark.py b/tests/benchmark/test_benchmark.py
similarity index 100%
rename from lbmpy_tests/benchmark/test_benchmark.py
rename to tests/benchmark/test_benchmark.py
diff --git a/lbmpy_tests/cumulantmethod/test_equilibrium.py b/tests/cumulantmethod/test_equilibrium.py
similarity index 100%
rename from lbmpy_tests/cumulantmethod/test_equilibrium.py
rename to tests/cumulantmethod/test_equilibrium.py
diff --git a/lbmpy_tests/cumulantmethod/test_flow_around_sphere.py b/tests/cumulantmethod/test_flow_around_sphere.py
similarity index 100%
rename from lbmpy_tests/cumulantmethod/test_flow_around_sphere.py
rename to tests/cumulantmethod/test_flow_around_sphere.py
diff --git a/lbmpy_tests/cumulantmethod/test_periodic_pipe_flow.ipynb b/tests/cumulantmethod/test_periodic_pipe_flow.ipynb
similarity index 100%
rename from lbmpy_tests/cumulantmethod/test_periodic_pipe_flow.ipynb
rename to tests/cumulantmethod/test_periodic_pipe_flow.ipynb
diff --git a/lbmpy_tests/full_scenarios/kida_vortex_flow/Evaluation.ipynb b/tests/full_scenarios/kida_vortex_flow/Evaluation.ipynb
similarity index 100%
rename from lbmpy_tests/full_scenarios/kida_vortex_flow/Evaluation.ipynb
rename to tests/full_scenarios/kida_vortex_flow/Evaluation.ipynb
diff --git a/lbmpy_tests/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py b/tests/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py
similarity index 100%
rename from lbmpy_tests/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py
rename to tests/full_scenarios/kida_vortex_flow/scenario_kida_vortex_flow.py
diff --git a/lbmpy_tests/full_scenarios/phasefield_allen_cahn/phasefield-capillary-wave.ipynb b/tests/full_scenarios/phasefield_allen_cahn/phasefield-capillary-wave.ipynb
similarity index 100%
rename from lbmpy_tests/full_scenarios/phasefield_allen_cahn/phasefield-capillary-wave.ipynb
rename to tests/full_scenarios/phasefield_allen_cahn/phasefield-capillary-wave.ipynb
diff --git a/lbmpy_tests/full_scenarios/phasefield_allen_cahn/phasefield-gravity-wave.ipynb b/tests/full_scenarios/phasefield_allen_cahn/phasefield-gravity-wave.ipynb
similarity index 100%
rename from lbmpy_tests/full_scenarios/phasefield_allen_cahn/phasefield-gravity-wave.ipynb
rename to tests/full_scenarios/phasefield_allen_cahn/phasefield-gravity-wave.ipynb
diff --git a/lbmpy_tests/full_scenarios/rod/scenario_rod.py b/tests/full_scenarios/rod/scenario_rod.py
similarity index 100%
rename from lbmpy_tests/full_scenarios/rod/scenario_rod.py
rename to tests/full_scenarios/rod/scenario_rod.py
diff --git a/lbmpy_tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py b/tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py
similarity index 100%
rename from lbmpy_tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py
rename to tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py
diff --git a/lbmpy_tests/full_scenarios/shear_wave/Equilibrium Construction - ReducedStencils.ipynb b/tests/full_scenarios/shear_wave/Equilibrium Construction - ReducedStencils.ipynb
similarity index 100%
rename from lbmpy_tests/full_scenarios/shear_wave/Equilibrium Construction - ReducedStencils.ipynb
rename to tests/full_scenarios/shear_wave/Equilibrium Construction - ReducedStencils.ipynb
diff --git a/lbmpy_tests/full_scenarios/shear_wave/Evaluation.ipynb b/tests/full_scenarios/shear_wave/Evaluation.ipynb
similarity index 100%
rename from lbmpy_tests/full_scenarios/shear_wave/Evaluation.ipynb
rename to tests/full_scenarios/shear_wave/Evaluation.ipynb
diff --git a/lbmpy_tests/full_scenarios/shear_wave/scenario_shear_wave.py b/tests/full_scenarios/shear_wave/scenario_shear_wave.py
similarity index 100%
rename from lbmpy_tests/full_scenarios/shear_wave/scenario_shear_wave.py
rename to tests/full_scenarios/shear_wave/scenario_shear_wave.py
diff --git a/lbmpy_tests/full_scenarios/square_channel/scenario_square_channel.py b/tests/full_scenarios/square_channel/scenario_square_channel.py
similarity index 100%
rename from lbmpy_tests/full_scenarios/square_channel/scenario_square_channel.py
rename to tests/full_scenarios/square_channel/scenario_square_channel.py
diff --git a/lbmpy_tests/lattice_tensors.py b/tests/lattice_tensors.py
similarity index 100%
rename from lbmpy_tests/lattice_tensors.py
rename to tests/lattice_tensors.py
diff --git a/lbmpy_tests/phasefield/test_analytical_3phase_model.ipynb b/tests/phasefield/test_analytical_3phase_model.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_analytical_3phase_model.ipynb
rename to tests/phasefield/test_analytical_3phase_model.ipynb
diff --git a/lbmpy_tests/phasefield/test_analytical_n_phase.ipynb b/tests/phasefield/test_analytical_n_phase.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_analytical_n_phase.ipynb
rename to tests/phasefield/test_analytical_n_phase.ipynb
diff --git a/lbmpy_tests/phasefield/test_analytical_n_phase_full.ipynb b/tests/phasefield/test_analytical_n_phase_full.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_analytical_n_phase_full.ipynb
rename to tests/phasefield/test_analytical_n_phase_full.ipynb
diff --git a/lbmpy_tests/phasefield/test_analytical_paper_comparison.ipynb b/tests/phasefield/test_analytical_paper_comparison.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_analytical_paper_comparison.ipynb
rename to tests/phasefield/test_analytical_paper_comparison.ipynb
diff --git a/lbmpy_tests/phasefield/test_entropic_model.ipynb b/tests/phasefield/test_entropic_model.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_entropic_model.ipynb
rename to tests/phasefield/test_entropic_model.ipynb
diff --git a/lbmpy_tests/phasefield/test_eos.py b/tests/phasefield/test_eos.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_eos.py
rename to tests/phasefield/test_eos.py
diff --git a/lbmpy_tests/phasefield/test_force_computation_equivalence.py b/tests/phasefield/test_force_computation_equivalence.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_force_computation_equivalence.py
rename to tests/phasefield/test_force_computation_equivalence.py
diff --git a/lbmpy_tests/phasefield/test_liquid_lens_angles.ipynb b/tests/phasefield/test_liquid_lens_angles.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_liquid_lens_angles.ipynb
rename to tests/phasefield/test_liquid_lens_angles.ipynb
diff --git a/lbmpy_tests/phasefield/test_n_phase_boyer_analytical.ipynb b/tests/phasefield/test_n_phase_boyer_analytical.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_n_phase_boyer_analytical.ipynb
rename to tests/phasefield/test_n_phase_boyer_analytical.ipynb
diff --git a/lbmpy_tests/phasefield/test_n_phase_boyer_noncoupled.ipynb b/tests/phasefield/test_n_phase_boyer_noncoupled.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_n_phase_boyer_noncoupled.ipynb
rename to tests/phasefield/test_n_phase_boyer_noncoupled.ipynb
diff --git a/lbmpy_tests/phasefield/test_n_phase_paper_boyer_lbm.ipynb b/tests/phasefield/test_n_phase_paper_boyer_lbm.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_n_phase_paper_boyer_lbm.ipynb
rename to tests/phasefield/test_n_phase_paper_boyer_lbm.ipynb
diff --git a/lbmpy_tests/phasefield/test_n_phase_penaltyterm_model.ipynb b/tests/phasefield/test_n_phase_penaltyterm_model.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_n_phase_penaltyterm_model.ipynb
rename to tests/phasefield/test_n_phase_penaltyterm_model.ipynb
diff --git a/lbmpy_tests/phasefield/test_nestler_model.py b/tests/phasefield/test_nestler_model.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_nestler_model.py
rename to tests/phasefield/test_nestler_model.py
diff --git a/lbmpy_tests/phasefield/test_nphase_1D.py b/tests/phasefield/test_nphase_1D.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_nphase_1D.py
rename to tests/phasefield/test_nphase_1D.py
diff --git a/lbmpy_tests/phasefield/test_nphase_2D.py b/tests/phasefield/test_nphase_2D.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_nphase_2D.py
rename to tests/phasefield/test_nphase_2D.py
diff --git a/lbmpy_tests/phasefield/test_numerical_1D_3phase_model.ipynb b/tests/phasefield/test_numerical_1D_3phase_model.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_numerical_1D_3phase_model.ipynb
rename to tests/phasefield/test_numerical_1D_3phase_model.ipynb
diff --git a/lbmpy_tests/phasefield/test_numerical_1D_nphase_model.ipynb b/tests/phasefield/test_numerical_1D_nphase_model.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_numerical_1D_nphase_model.ipynb
rename to tests/phasefield/test_numerical_1D_nphase_model.ipynb
diff --git a/lbmpy_tests/phasefield/test_phase_field_scenarios.py b/tests/phasefield/test_phase_field_scenarios.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_phase_field_scenarios.py
rename to tests/phasefield/test_phase_field_scenarios.py
diff --git a/lbmpy_tests/phasefield/test_phasefield.py b/tests/phasefield/test_phasefield.py
similarity index 100%
rename from lbmpy_tests/phasefield/test_phasefield.py
rename to tests/phasefield/test_phasefield.py
diff --git a/lbmpy_tests/phasefield/test_phasefieldstep_direct.ipynb b/tests/phasefield/test_phasefieldstep_direct.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_phasefieldstep_direct.ipynb
rename to tests/phasefield/test_phasefieldstep_direct.ipynb
diff --git a/lbmpy_tests/phasefield/test_phasefieldstep_direct_boyer.ipynb b/tests/phasefield/test_phasefieldstep_direct_boyer.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield/test_phasefieldstep_direct_boyer.ipynb
rename to tests/phasefield/test_phasefieldstep_direct_boyer.ipynb
diff --git a/lbmpy_tests/phasefield_allen_cahn/test_analytical.py b/tests/phasefield_allen_cahn/test_analytical.py
similarity index 100%
rename from lbmpy_tests/phasefield_allen_cahn/test_analytical.py
rename to tests/phasefield_allen_cahn/test_analytical.py
diff --git a/lbmpy_tests/phasefield_allen_cahn/test_contact_angle.py b/tests/phasefield_allen_cahn/test_contact_angle.py
similarity index 100%
rename from lbmpy_tests/phasefield_allen_cahn/test_contact_angle.py
rename to tests/phasefield_allen_cahn/test_contact_angle.py
diff --git a/lbmpy_tests/phasefield_allen_cahn/test_phase_field_derivatives.ipynb b/tests/phasefield_allen_cahn/test_phase_field_derivatives.ipynb
similarity index 100%
rename from lbmpy_tests/phasefield_allen_cahn/test_phase_field_derivatives.ipynb
rename to tests/phasefield_allen_cahn/test_phase_field_derivatives.ipynb
diff --git a/lbmpy_tests/phasefield_allen_cahn/test_runge_kutta_solver.py b/tests/phasefield_allen_cahn/test_runge_kutta_solver.py
similarity index 100%
rename from lbmpy_tests/phasefield_allen_cahn/test_runge_kutta_solver.py
rename to tests/phasefield_allen_cahn/test_runge_kutta_solver.py
diff --git a/lbmpy_tests/poiseuille.py b/tests/poiseuille.py
similarity index 62%
rename from lbmpy_tests/poiseuille.py
rename to tests/poiseuille.py
index 5dc24fbd..416b3573 100644
--- a/lbmpy_tests/poiseuille.py
+++ b/tests/poiseuille.py
@@ -1,42 +1,19 @@
-"""
-Test Poiseuille flow against analytical solution
-"""
-
-
 import numpy as np
 
-import lbmpy
+from lbmpy.advanced_streaming import LBMPeriodicityHandling
+from lbmpy.analytical_solutions import poiseuille_flow
 from lbmpy.boundaries import NoSlip
 from lbmpy.boundaries.boundaryhandling import LatticeBoltzmannBoundaryHandling
-from lbmpy.creationfunctions import create_lb_update_rule, create_stream_pull_with_output_kernel, LBMConfig,\
-    LBMOptimisation
+from lbmpy.creationfunctions import create_lb_update_rule, LBMConfig, LBMOptimisation
 from lbmpy.enums import Method, ForceModel
 from lbmpy.macroscopic_value_kernels import macroscopic_values_setter
 from lbmpy.stencils import LBStencil
+from lbmpy.relaxationrates import relaxation_rate_from_lattice_viscosity
 
 from pystencils import CreateKernelConfig
 import pystencils as ps
 
 
-def poiseuille_flow(z, H, ext_force_density, dyn_visc):
-    """
-    Analytical solution for plane Poiseuille flow.
-
-    Parameters
-    ----------
-    z : :obj:`float`
-        Distance to the mid plane of the channel.
-    H : :obj:`float`
-        Distance between the boundaries.
-    ext_force_density : :obj:`float`
-        Force density on the fluid normal to the boundaries.
-    dyn_visc : :obj:`float`
-        Dynamic viscosity of the LB fluid.
-
-    """
-    return ext_force_density * 1. / (2 * dyn_visc) * (H**2.0 / 4.0 - z**2.0)
-
-
 def poiseuille_channel(target, stencil_name, **kwargs):
     # physical parameters
     rho_0 = 1.2  # density
@@ -56,42 +33,39 @@ def poiseuille_channel(target, stencil_name, **kwargs):
         raise Exception()
     periodicity = [True, False] + [True] * (lb_stencil.D - 2)
 
-    omega = lbmpy.relaxationrates.relaxation_rate_from_lattice_viscosity(eta)
+    omega = relaxation_rate_from_lattice_viscosity(eta)
 
     # ## Data structures
     dh = ps.create_data_handling(L, periodicity=periodicity, default_target=target)
 
     src = dh.add_array('src', values_per_cell=len(lb_stencil))
+    dh.fill(src.name, 0.0, ghost_layers=True)
     dst = dh.add_array_like('dst', 'src')
-    ρ = dh.add_array('rho', latex_name='\\rho', values_per_cell=1)
+    dh.fill(dst.name, 0.0, ghost_layers=True)
     u = dh.add_array('u', values_per_cell=dh.dim)
+    dh.fill(u.name, 0.0, ghost_layers=True)
 
     # LB Setup
     lbm_config = LBMConfig(stencil=lb_stencil, relaxation_rate=omega, method=Method.TRT,
                            compressible=True,
                            force_model=ForceModel.GUO,
                            force=tuple([ext_force_density] + [0] * (lb_stencil.D - 1)),
-                           kernel_type='collide_only',
-                           **kwargs)
-
-    lbm_opt = LBMOptimisation(symbolic_field=src)
-    collision = create_lb_update_rule(lbm_config=lbm_config, lbm_optimisation=lbm_opt)
+                           output={'velocity': u}, **kwargs)
 
-    stream = create_stream_pull_with_output_kernel(collision.method, src, dst, {'velocity': u})
+    lbm_opt = LBMOptimisation(symbolic_field=src, symbolic_temporary_field=dst)
+    update = create_lb_update_rule(lbm_config=lbm_config, lbm_optimisation=lbm_opt)
+    method = update.method
 
     config = CreateKernelConfig(cpu_openmp=False, target=dh.default_target)
+    stream_collide = ps.create_kernel(update, config=config).compile()
 
-    stream_kernel = ps.create_kernel(stream, config=config).compile()
-    collision_kernel = ps.create_kernel(collision, config=config).compile()
-
-    # Boundaries
-    lbbh = LatticeBoltzmannBoundaryHandling(collision.method, dh, src.name, target=dh.default_target)
+    lbbh = LatticeBoltzmannBoundaryHandling(method, dh, src.name, target=dh.default_target)
 
     # ## Set up the simulation
-
-    init = macroscopic_values_setter(collision.method, velocity=(0,) * dh.dim,
-                                     pdfs=src.center_vector, density=ρ.center)
-    init_kernel = ps.create_kernel(init, ghost_layers=0).compile()
+    init = macroscopic_values_setter(method, velocity=(0,) * dh.dim,
+                                     pdfs=src.center_vector, density=rho_0)
+    init_kernel = ps.create_kernel(init).compile()
+    dh.run_kernel(init_kernel)
 
     noslip = NoSlip()
     wall_thickness = 2
@@ -104,31 +78,19 @@ def poiseuille_channel(target, stencil_name, **kwargs):
     else:
         raise Exception()
 
-    for bh in lbbh, :
+    for bh in lbbh,:
         assert len(bh._boundary_object_to_boundary_info) == 1, "Restart kernel to clear boundaries"
 
-    def init():
-        dh.fill(ρ.name, rho_0)
-        dh.fill(u.name, np.nan, ghost_layers=True, inner_ghost_layers=True)
-        dh.fill(u.name, 0)
-
-        dh.run_kernel(init_kernel)
-
-    # In[6]:
-
-    sync_pdfs = dh.synchronization_function([src.name])
+    sync_pdfs = LBMPeriodicityHandling(lb_stencil, dh, src.name)
 
     # Time loop
     def time_loop(steps):
         dh.all_to_gpu()
-        i = -1
         last_max_vel = -1
         for i in range(steps):
-            dh.run_kernel(collision_kernel)
             sync_pdfs()
             lbbh()
-            dh.run_kernel(stream_kernel)
-
+            dh.run_kernel(stream_collide)
             dh.swap(src.name, dst.name)
 
             # Consider early termination
@@ -154,12 +116,11 @@ def poiseuille_channel(target, stencil_name, **kwargs):
 
         return uu
 
-    init()
     # Simulation
-    profile = time_loop(5000)
+    profile = time_loop(10000)
 
     # compare against analytical solution
-    # The profile is of shape (n,3). Force is in x-direction
+    # The profile is of shape (n, 3). Force is in x-direction
     y = np.arange(len(profile[:, 0]))
     mid = (y[-1] - y[0]) / 2  # Mid point of channel
 
@@ -168,4 +129,4 @@ def poiseuille_channel(target, stencil_name, **kwargs):
     np.testing.assert_allclose(profile[:, 0], expected, rtol=0.006)
 
     # Test zero vel in other directions
-    np.testing.assert_allclose(profile[:, 1:], np.zeros_like(profile[:, 1:]), atol=1E-9)
\ No newline at end of file
+    np.testing.assert_allclose(profile[:, 1:], np.zeros_like(profile[:, 1:]), atol=1E-9)
diff --git a/lbmpy_tests/reference_files/ForceDrivenChannel_guo_compressible.npz b/tests/reference_files/ForceDrivenChannel_guo_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/ForceDrivenChannel_guo_compressible.npz
rename to tests/reference_files/ForceDrivenChannel_guo_compressible.npz
diff --git a/lbmpy_tests/reference_files/ForceDrivenChannel_guo_incompressible.npz b/tests/reference_files/ForceDrivenChannel_guo_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/ForceDrivenChannel_guo_incompressible.npz
rename to tests/reference_files/ForceDrivenChannel_guo_incompressible.npz
diff --git a/lbmpy_tests/reference_files/ForceDrivenChannel_luo_compressible.npz b/tests/reference_files/ForceDrivenChannel_luo_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/ForceDrivenChannel_luo_compressible.npz
rename to tests/reference_files/ForceDrivenChannel_luo_compressible.npz
diff --git a/lbmpy_tests/reference_files/ForceDrivenChannel_luo_incompressible.npz b/tests/reference_files/ForceDrivenChannel_luo_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/ForceDrivenChannel_luo_incompressible.npz
rename to tests/reference_files/ForceDrivenChannel_luo_incompressible.npz
diff --git a/lbmpy_tests/reference_files/ForceDrivenChannel_simple_compressible.npz b/tests/reference_files/ForceDrivenChannel_simple_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/ForceDrivenChannel_simple_compressible.npz
rename to tests/reference_files/ForceDrivenChannel_simple_compressible.npz
diff --git a/lbmpy_tests/reference_files/ForceDrivenChannel_simple_incompressible.npz b/tests/reference_files/ForceDrivenChannel_simple_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/ForceDrivenChannel_simple_incompressible.npz
rename to tests/reference_files/ForceDrivenChannel_simple_incompressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_MRT_incompressible.npz b/tests/reference_files/LidDrivenCavity_MRT_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_MRT_incompressible.npz
rename to tests/reference_files/LidDrivenCavity_MRT_incompressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_SRT_guo_compressible.npz b/tests/reference_files/LidDrivenCavity_SRT_guo_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_SRT_guo_compressible.npz
rename to tests/reference_files/LidDrivenCavity_SRT_guo_compressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_SRT_guo_incompressible.npz b/tests/reference_files/LidDrivenCavity_SRT_guo_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_SRT_guo_incompressible.npz
rename to tests/reference_files/LidDrivenCavity_SRT_guo_incompressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_SRT_luo_compressible.npz b/tests/reference_files/LidDrivenCavity_SRT_luo_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_SRT_luo_compressible.npz
rename to tests/reference_files/LidDrivenCavity_SRT_luo_compressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_SRT_luo_incompressible.npz b/tests/reference_files/LidDrivenCavity_SRT_luo_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_SRT_luo_incompressible.npz
rename to tests/reference_files/LidDrivenCavity_SRT_luo_incompressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_SRT_simple_compressible.npz b/tests/reference_files/LidDrivenCavity_SRT_simple_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_SRT_simple_compressible.npz
rename to tests/reference_files/LidDrivenCavity_SRT_simple_compressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_SRT_simple_incompressible.npz b/tests/reference_files/LidDrivenCavity_SRT_simple_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_SRT_simple_incompressible.npz
rename to tests/reference_files/LidDrivenCavity_SRT_simple_incompressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_TRT_luo_compressible.npz b/tests/reference_files/LidDrivenCavity_TRT_luo_compressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_TRT_luo_compressible.npz
rename to tests/reference_files/LidDrivenCavity_TRT_luo_compressible.npz
diff --git a/lbmpy_tests/reference_files/LidDrivenCavity_TRT_luo_incompressible.npz b/tests/reference_files/LidDrivenCavity_TRT_luo_incompressible.npz
similarity index 100%
rename from lbmpy_tests/reference_files/LidDrivenCavity_TRT_luo_incompressible.npz
rename to tests/reference_files/LidDrivenCavity_TRT_luo_incompressible.npz
diff --git a/lbmpy_tests/shan_chen/test_shan_chen_two_component.py b/tests/shan_chen/test_shan_chen_two_component.py
similarity index 100%
rename from lbmpy_tests/shan_chen/test_shan_chen_two_component.py
rename to tests/shan_chen/test_shan_chen_two_component.py
diff --git a/lbmpy_tests/shan_chen/test_shan_chen_two_phase.py b/tests/shan_chen/test_shan_chen_two_phase.py
similarity index 100%
rename from lbmpy_tests/shan_chen/test_shan_chen_two_phase.py
rename to tests/shan_chen/test_shan_chen_two_phase.py
diff --git a/lbmpy_tests/testImage.png b/tests/testImage.png
similarity index 100%
rename from lbmpy_tests/testImage.png
rename to tests/testImage.png
diff --git a/lbmpy_tests/test_boundary_handling.py b/tests/test_boundary_handling.py
similarity index 100%
rename from lbmpy_tests/test_boundary_handling.py
rename to tests/test_boundary_handling.py
diff --git a/lbmpy_tests/test_builtin_periodicity.py b/tests/test_builtin_periodicity.py
similarity index 100%
rename from lbmpy_tests/test_builtin_periodicity.py
rename to tests/test_builtin_periodicity.py
diff --git a/lbmpy_tests/test_central_moment.py b/tests/test_central_moment.py
similarity index 100%
rename from lbmpy_tests/test_central_moment.py
rename to tests/test_central_moment.py
diff --git a/lbmpy_tests/test_central_moment_equivalences.py b/tests/test_central_moment_equivalences.py
similarity index 100%
rename from lbmpy_tests/test_central_moment_equivalences.py
rename to tests/test_central_moment_equivalences.py
diff --git a/lbmpy_tests/test_central_moment_transform.py b/tests/test_central_moment_transform.py
similarity index 100%
rename from lbmpy_tests/test_central_moment_transform.py
rename to tests/test_central_moment_transform.py
diff --git a/lbmpy_tests/test_chapman_enskog.py b/tests/test_chapman_enskog.py
similarity index 100%
rename from lbmpy_tests/test_chapman_enskog.py
rename to tests/test_chapman_enskog.py
diff --git a/lbmpy_tests/test_compiled_in_boundaries.ipynb b/tests/test_compiled_in_boundaries.ipynb
similarity index 100%
rename from lbmpy_tests/test_compiled_in_boundaries.ipynb
rename to tests/test_compiled_in_boundaries.ipynb
diff --git a/lbmpy_tests/test_conserved_quantity_relaxation_invariance.py b/tests/test_conserved_quantity_relaxation_invariance.py
similarity index 100%
rename from lbmpy_tests/test_conserved_quantity_relaxation_invariance.py
rename to tests/test_conserved_quantity_relaxation_invariance.py
diff --git a/lbmpy_tests/test_cpu_gpu_equivalence.py b/tests/test_cpu_gpu_equivalence.py
similarity index 100%
rename from lbmpy_tests/test_cpu_gpu_equivalence.py
rename to tests/test_cpu_gpu_equivalence.py
diff --git a/lbmpy_tests/test_cumulant_equivalences.py b/tests/test_cumulant_equivalences.py
similarity index 100%
rename from lbmpy_tests/test_cumulant_equivalences.py
rename to tests/test_cumulant_equivalences.py
diff --git a/lbmpy_tests/test_cumulant_methods.py b/tests/test_cumulant_methods.py
similarity index 100%
rename from lbmpy_tests/test_cumulant_methods.py
rename to tests/test_cumulant_methods.py
diff --git a/lbmpy_tests/test_cumulant_transform.py b/tests/test_cumulant_transform.py
similarity index 100%
rename from lbmpy_tests/test_cumulant_transform.py
rename to tests/test_cumulant_transform.py
diff --git a/lbmpy_tests/test_cumulants.py b/tests/test_cumulants.py
similarity index 100%
rename from lbmpy_tests/test_cumulants.py
rename to tests/test_cumulants.py
diff --git a/lbmpy_tests/test_density_velocity_input.py b/tests/test_density_velocity_input.py
similarity index 100%
rename from lbmpy_tests/test_density_velocity_input.py
rename to tests/test_density_velocity_input.py
diff --git a/lbmpy_tests/test_diffusion.py b/tests/test_diffusion.py
similarity index 100%
rename from lbmpy_tests/test_diffusion.py
rename to tests/test_diffusion.py
diff --git a/lbmpy_tests/test_entropic.py b/tests/test_entropic.py
similarity index 100%
rename from lbmpy_tests/test_entropic.py
rename to tests/test_entropic.py
diff --git a/lbmpy_tests/test_esotwist_visualization.ipynb b/tests/test_esotwist_visualization.ipynb
similarity index 100%
rename from lbmpy_tests/test_esotwist_visualization.ipynb
rename to tests/test_esotwist_visualization.ipynb
diff --git a/lbmpy_tests/test_extrapolation_outflow.py b/tests/test_extrapolation_outflow.py
similarity index 100%
rename from lbmpy_tests/test_extrapolation_outflow.py
rename to tests/test_extrapolation_outflow.py
diff --git a/lbmpy_tests/test_field_access_pattern_visualization.ipynb b/tests/test_field_access_pattern_visualization.ipynb
similarity index 100%
rename from lbmpy_tests/test_field_access_pattern_visualization.ipynb
rename to tests/test_field_access_pattern_visualization.ipynb
diff --git a/lbmpy_tests/test_float_kernel.py b/tests/test_float_kernel.py
similarity index 100%
rename from lbmpy_tests/test_float_kernel.py
rename to tests/test_float_kernel.py
diff --git a/lbmpy_tests/test_fluctuating_lb.py b/tests/test_fluctuating_lb.py
similarity index 100%
rename from lbmpy_tests/test_fluctuating_lb.py
rename to tests/test_fluctuating_lb.py
diff --git a/lbmpy_tests/test_force.py b/tests/test_force.py
similarity index 100%
rename from lbmpy_tests/test_force.py
rename to tests/test_force.py
diff --git a/lbmpy_tests/test_force_on_boundary.py b/tests/test_force_on_boundary.py
similarity index 100%
rename from lbmpy_tests/test_force_on_boundary.py
rename to tests/test_force_on_boundary.py
diff --git a/lbmpy_tests/test_free_slip.py b/tests/test_free_slip.py
similarity index 100%
rename from lbmpy_tests/test_free_slip.py
rename to tests/test_free_slip.py
diff --git a/lbmpy_tests/test_geometry_setup_serial.py b/tests/test_geometry_setup_serial.py
similarity index 100%
rename from lbmpy_tests/test_geometry_setup_serial.py
rename to tests/test_geometry_setup_serial.py
diff --git a/lbmpy_tests/test_gpu_block_size_limiting.py b/tests/test_gpu_block_size_limiting.py
similarity index 100%
rename from lbmpy_tests/test_gpu_block_size_limiting.py
rename to tests/test_gpu_block_size_limiting.py
diff --git a/lbmpy_tests/test_html_output.py b/tests/test_html_output.py
similarity index 100%
rename from lbmpy_tests/test_html_output.py
rename to tests/test_html_output.py
diff --git a/lbmpy_tests/test_hydro_maxwellian_class.py b/tests/test_hydro_maxwellian_class.py
similarity index 100%
rename from lbmpy_tests/test_hydro_maxwellian_class.py
rename to tests/test_hydro_maxwellian_class.py
diff --git a/lbmpy_tests/test_json_serializer.py b/tests/test_json_serializer.py
similarity index 100%
rename from lbmpy_tests/test_json_serializer.py
rename to tests/test_json_serializer.py
diff --git a/lbmpy_tests/test_lbstep.py b/tests/test_lbstep.py
similarity index 100%
rename from lbmpy_tests/test_lbstep.py
rename to tests/test_lbstep.py
diff --git a/lbmpy_tests/test_lees_edwards.py b/tests/test_lees_edwards.py
similarity index 100%
rename from lbmpy_tests/test_lees_edwards.py
rename to tests/test_lees_edwards.py
diff --git a/lbmpy_tests/test_macroscopic_value_kernels.py b/tests/test_macroscopic_value_kernels.py
similarity index 100%
rename from lbmpy_tests/test_macroscopic_value_kernels.py
rename to tests/test_macroscopic_value_kernels.py
diff --git a/lbmpy_tests/test_maxwellian_equilibrium.py b/tests/test_maxwellian_equilibrium.py
similarity index 100%
rename from lbmpy_tests/test_maxwellian_equilibrium.py
rename to tests/test_maxwellian_equilibrium.py
diff --git a/lbmpy_tests/test_moment_transform_api.py b/tests/test_moment_transform_api.py
similarity index 100%
rename from lbmpy_tests/test_moment_transform_api.py
rename to tests/test_moment_transform_api.py
diff --git a/lbmpy_tests/test_momentbased_equivalences.py b/tests/test_momentbased_equivalences.py
similarity index 100%
rename from lbmpy_tests/test_momentbased_equivalences.py
rename to tests/test_momentbased_equivalences.py
diff --git a/lbmpy_tests/test_momentbased_methods_equilibrium.py b/tests/test_momentbased_methods_equilibrium.py
similarity index 100%
rename from lbmpy_tests/test_momentbased_methods_equilibrium.py
rename to tests/test_momentbased_methods_equilibrium.py
diff --git a/lbmpy_tests/test_moments.py b/tests/test_moments.py
similarity index 100%
rename from lbmpy_tests/test_moments.py
rename to tests/test_moments.py
diff --git a/lbmpy_tests/test_mrt_simplifications.py b/tests/test_mrt_simplifications.py
similarity index 100%
rename from lbmpy_tests/test_mrt_simplifications.py
rename to tests/test_mrt_simplifications.py
diff --git a/lbmpy_tests/test_oldroydb.py b/tests/test_oldroydb.py
similarity index 100%
rename from lbmpy_tests/test_oldroydb.py
rename to tests/test_oldroydb.py
diff --git a/lbmpy_tests/test_plot.py b/tests/test_plot.py
similarity index 100%
rename from lbmpy_tests/test_plot.py
rename to tests/test_plot.py
diff --git a/lbmpy_tests/test_poisuille_channel.py b/tests/test_poisuille_channel.py
similarity index 72%
rename from lbmpy_tests/test_poisuille_channel.py
rename to tests/test_poisuille_channel.py
index 264d75ff..1a307208 100644
--- a/lbmpy_tests/test_poisuille_channel.py
+++ b/tests/test_poisuille_channel.py
@@ -7,7 +7,7 @@ import pytest
 from lbmpy.enums import Stencil, CollisionSpace
 
 import pystencils as ps
-from poiseuille import poiseuille_channel
+from . import poiseuille
 
 
 @pytest.mark.parametrize('target', (ps.Target.CPU, ps.Target.GPU))
@@ -21,4 +21,7 @@ def test_poiseuille_channel(target, stencil_name, zero_centered, moment_space_co
         pytest.importorskip("cupy")
 
     cspace_info = CollisionSpace.RAW_MOMENTS if moment_space_collision else CollisionSpace.POPULATIONS
-    poiseuille_channel(target=target, stencil_name=stencil_name, zero_centered=zero_centered, collision_space_info=cspace_info)
+    poiseuille.poiseuille_channel(target=target,
+                                  stencil_name=stencil_name,
+                                  zero_centered=zero_centered,
+                                  collision_space_info=cspace_info)
diff --git a/lbmpy_tests/test_postprocessing.py b/tests/test_postprocessing.py
similarity index 100%
rename from lbmpy_tests/test_postprocessing.py
rename to tests/test_postprocessing.py
diff --git a/lbmpy_tests/test_quicktests.py b/tests/test_quicktests.py
similarity index 91%
rename from lbmpy_tests/test_quicktests.py
rename to tests/test_quicktests.py
index 7c36485f..78d7358d 100644
--- a/lbmpy_tests/test_quicktests.py
+++ b/tests/test_quicktests.py
@@ -5,11 +5,11 @@ import pystencils as ps
 from lbmpy.enums import ForceModel, Method, Stencil
 from lbmpy.scenarios import create_lid_driven_cavity
 
-from lbmpy_tests.poiseuille import poiseuille_channel
+from . import poiseuille
 
 
 def test_poiseuille_channel_quicktest():
-    poiseuille_channel(target=ps.Target.CPU, stencil_name=Stencil.D2Q9)
+    poiseuille.poiseuille_channel(target=ps.Target.CPU, stencil_name=Stencil.D2Q9)
 
 
 def test_entropic_methods():
diff --git a/lbmpy_tests/test_relaxation_rate.py b/tests/test_relaxation_rate.py
similarity index 100%
rename from lbmpy_tests/test_relaxation_rate.py
rename to tests/test_relaxation_rate.py
diff --git a/lbmpy_tests/test_scaling_widget.py b/tests/test_scaling_widget.py
similarity index 100%
rename from lbmpy_tests/test_scaling_widget.py
rename to tests/test_scaling_widget.py
diff --git a/lbmpy_tests/test_shear_flow.py b/tests/test_shear_flow.py
similarity index 100%
rename from lbmpy_tests/test_shear_flow.py
rename to tests/test_shear_flow.py
diff --git a/lbmpy_tests/test_shifted_transforms.py b/tests/test_shifted_transforms.py
similarity index 100%
rename from lbmpy_tests/test_shifted_transforms.py
rename to tests/test_shifted_transforms.py
diff --git a/lbmpy_tests/test_simple_equilibrium_conservation.py b/tests/test_simple_equilibrium_conservation.py
similarity index 100%
rename from lbmpy_tests/test_simple_equilibrium_conservation.py
rename to tests/test_simple_equilibrium_conservation.py
diff --git a/lbmpy_tests/test_smagorinsky.py b/tests/test_smagorinsky.py
similarity index 100%
rename from lbmpy_tests/test_smagorinsky.py
rename to tests/test_smagorinsky.py
diff --git a/lbmpy_tests/test_sparse_lbm.ipynb b/tests/test_sparse_lbm.ipynb
similarity index 100%
rename from lbmpy_tests/test_sparse_lbm.ipynb
rename to tests/test_sparse_lbm.ipynb
diff --git a/lbmpy_tests/test_split_optimization.py b/tests/test_split_optimization.py
similarity index 100%
rename from lbmpy_tests/test_split_optimization.py
rename to tests/test_split_optimization.py
diff --git a/lbmpy_tests/test_srt_trt_simplifications.py b/tests/test_srt_trt_simplifications.py
similarity index 100%
rename from lbmpy_tests/test_srt_trt_simplifications.py
rename to tests/test_srt_trt_simplifications.py
diff --git a/lbmpy_tests/test_stencils.py b/tests/test_stencils.py
similarity index 100%
rename from lbmpy_tests/test_stencils.py
rename to tests/test_stencils.py
diff --git a/lbmpy_tests/test_stokes_setup.ipynb b/tests/test_stokes_setup.ipynb
similarity index 100%
rename from lbmpy_tests/test_stokes_setup.ipynb
rename to tests/test_stokes_setup.ipynb
diff --git a/lbmpy_tests/test_update_kernel.py b/tests/test_update_kernel.py
similarity index 100%
rename from lbmpy_tests/test_update_kernel.py
rename to tests/test_update_kernel.py
diff --git a/lbmpy_tests/test_vectorization.py b/tests/test_vectorization.py
similarity index 100%
rename from lbmpy_tests/test_vectorization.py
rename to tests/test_vectorization.py
diff --git a/lbmpy_tests/test_version_string.py b/tests/test_version_string.py
similarity index 100%
rename from lbmpy_tests/test_version_string.py
rename to tests/test_version_string.py
diff --git a/lbmpy_tests/test_weights.py b/tests/test_weights.py
similarity index 100%
rename from lbmpy_tests/test_weights.py
rename to tests/test_weights.py
diff --git a/lbmpy_tests/test_zero_centering.py b/tests/test_zero_centering.py
similarity index 100%
rename from lbmpy_tests/test_zero_centering.py
rename to tests/test_zero_centering.py
-- 
GitLab