From 0b47e616aeb4520443bbff7e687bc6786edec511 Mon Sep 17 00:00:00 2001 From: Sebastian Heger <46022217+sebheger@users.noreply.github.com> Date: Fri, 26 May 2023 10:20:46 +0200 Subject: [PATCH 01/11] Fix deprecation warning of CI (#330) Fix deprecation warning of CI by replacing output variables with pip cache --- .github/workflows/github-ci.yml | 12 +----------- 1 file changed, 1 insertion(+), 11 deletions(-) diff --git a/.github/workflows/github-ci.yml b/.github/workflows/github-ci.yml index 1068faed..50054440 100644 --- a/.github/workflows/github-ci.yml +++ b/.github/workflows/github-ci.yml @@ -63,6 +63,7 @@ jobs: with: python-version: ${{ matrix.python-version }} architecture: x64 + cache: 'pip' - name: Check python version run: python -c "import sys; import platform; print('Python %s implementation %s on %s' % (sys.version, platform.python_implementation(), sys.platform))" @@ -70,17 +71,6 @@ jobs: - name: Upgrade pip run: python -m pip install --upgrade pip - - name: Get pip cache dir - id: pip-cache - run: | - echo "::set-output name=dir::$(pip cache dir)" - - - name: pip cache - uses: actions/cache@v3 - with: - path: ${{ steps.pip-cache.outputs.dir }} - key: ${{ runner.os }}-${{ matrix.python-version }}-pythonpip - - name: Install mip for testing (PyPy) if: ${{ matrix.python-version == 'pypy3.9-v7.3.9' }} run: python -m pip install .[test,numpy] From 51d60bcb8a340d00fb23663413decaea7b1a18ea Mon Sep 17 00:00:00 2001 From: Adeel Khan Date: Fri, 19 Jan 2024 02:04:13 -0500 Subject: [PATCH 02/11] update to 3.12 (#361) --- .github/workflows/github-ci.yml | 6 ++---- pyproject.toml | 8 ++++---- 2 files changed, 6 insertions(+), 8 deletions(-) diff --git a/.github/workflows/github-ci.yml b/.github/workflows/github-ci.yml index 50054440..a94c2885 100644 --- a/.github/workflows/github-ci.yml +++ b/.github/workflows/github-ci.yml @@ -15,7 +15,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: 3.7.14 + python-version: 3.11 - name: Upgrade pip run: python -m pip install --upgrade pip @@ -40,7 +40,7 @@ jobs: fail-fast: false matrix: # temporarily downgraded to 3.7.9 and 3.8.10 due to a bug https://github.com/actions/setup-python/issues/402 - python-version: ["3.7.9", "3.8.10", "3.9.13", "3.10.9", "3.11.1", "pypy3.9-v7.3.9"] + python-version: ["3.8.10", "3.9.13", "3.10.9", "3.11.1", "3.12.0", "pypy3.9-v7.3.9"] os: [macos-11, macos-12, ubuntu-20.04, ubuntu-22.04, windows-2019, windows-2022] exclude: # temporarily exclude pypy3 on mac-os as there failing tests caused by bug on cbc side @@ -49,8 +49,6 @@ jobs: - os: macos-12 python-version: "pypy3.9-v7.3.9" # several version (3.7.9 and 3.8.10) at not available at ubuntu-22.04 - - os: ubuntu-22.04 - python-version: "3.7.9" - os: ubuntu-22.04 python-version: "3.8.10" diff --git a/pyproject.toml b/pyproject.toml index b618017d..95487d82 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,7 @@ build-backend = "setuptools.build_meta" name = "mip" description = "Python tools for Modeling and Solving Mixed-Integer Linear Programs (MIPs)" readme = "README.md" -requires-python = ">=3.7,<3.12" +requires-python = ">=3.8,<3.13" license = {file = "LICENSE"} authors = [ {name="T.A.M. Toffolo", email="haroldo.santos@gmail.com"}, @@ -35,9 +35,9 @@ dynamic = ["version"] dependencies = ["cffi==1.15.*"] [project.optional-dependencies] -numpy = ["numpy==1.24.*; python_version >= '3.8'", "numpy==1.21.6; python_version == '3.7'"] +numpy = ["numpy==1.24.*; python_version >= '3.8'", "numpy==1.21.6; python_version == '3.8'"] gurobi = ["gurobipy>=8"] -test = ["pytest==7.2.0", "networkx==2.8.8; python_version >= '3.8'", "networkx==2.6.3; python_version == '3.7'", "matplotlib==3.6.2; python_version >= '3.8'", "matplotlib==3.5.3; python_version == '3.7'"] +test = ["pytest==7.2.0", "networkx==2.8.8; python_version >= '3.8'", "networkx==2.6.3; python_version == '3.8'", "matplotlib==3.6.2; python_version >= '3.8'", "matplotlib==3.5.3; python_version == '3.8'"] [project.urls] "Homepage" = "https://www.python-mip.com" @@ -50,4 +50,4 @@ packages = ["mip"] "mip.libraries" = ["*.so", "*.dylib", "*.dll"] [tool.setuptools_scm] -write_to = "mip/_version.py" \ No newline at end of file +write_to = "mip/_version.py" From 2aaff9f7e93d24a01df6189120292e60022f5fe3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Thu, 18 Jan 2024 23:46:33 -0800 Subject: [PATCH 03/11] Update pyproject.toml Fix CI issue due to conflict --- pyproject.toml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 95487d82..1ff50da5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,11 +6,11 @@ build-backend = "setuptools.build_meta" name = "mip" description = "Python tools for Modeling and Solving Mixed-Integer Linear Programs (MIPs)" readme = "README.md" -requires-python = ">=3.8,<3.13" +requires-python = ">=3.7,<3.13" license = {file = "LICENSE"} authors = [ - {name="T.A.M. Toffolo", email="haroldo.santos@gmail.com"}, - {name="H.G. Santos", email="tulio@toffolo.com.br"} + {name="Tulio A.M. Toffolo", email="tulio@toffolo.com.br"}, + {name="Haroldo G. Santos", email="haroldo.santos@gmail.com"} ] maintainers = [ {name="S. Heger", email="heger@m2p.net"} @@ -35,9 +35,9 @@ dynamic = ["version"] dependencies = ["cffi==1.15.*"] [project.optional-dependencies] -numpy = ["numpy==1.24.*; python_version >= '3.8'", "numpy==1.21.6; python_version == '3.8'"] +numpy = ["numpy==1.24.*; python_version >= '3.8'", "numpy==1.21.6; python_version == '3.7'"] gurobi = ["gurobipy>=8"] -test = ["pytest==7.2.0", "networkx==2.8.8; python_version >= '3.8'", "networkx==2.6.3; python_version == '3.8'", "matplotlib==3.6.2; python_version >= '3.8'", "matplotlib==3.5.3; python_version == '3.8'"] +test = ["pytest==7.2.0", "networkx==2.8.8; python_version >= '3.8'", "networkx==2.6.3; python_version == '3.7'", "matplotlib==3.6.2; python_version >= '3.8'", "matplotlib==3.5.3; python_version == '3.7'"] [project.urls] "Homepage" = "https://www.python-mip.com" From 8db3c34325e951ad632f3233b5ddf52f011a29e8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Fri, 19 Jan 2024 01:56:56 -0800 Subject: [PATCH 04/11] Testing a simpler version of plant_location.py --- examples/plant_location.py | 27 +-------------------------- 1 file changed, 1 insertion(+), 26 deletions(-) diff --git a/examples/plant_location.py b/examples/plant_location.py index df346975..de56e956 100644 --- a/examples/plant_location.py +++ b/examples/plant_location.py @@ -18,7 +18,6 @@ mpl.use('Agg') del mpl -import matplotlib.pyplot as plt from math import sqrt, log from itertools import product from mip import Model, xsum, minimize, OptimizationStatus @@ -42,20 +41,6 @@ # demands d = {1: 302, 2: 273, 3: 275, 4: 266, 5: 287, 6: 296, 7: 297, 8: 310, 9: 302, 10: 309} -# plotting possible plant locations -for i, p in pf.items(): - plt.scatter((p[0]), (p[1]), marker="^", color="purple", s=50) - plt.text((p[0]), (p[1]), "$f_%d$" % i) - -# plotting location of clients -for i, p in pc.items(): - plt.scatter((p[0]), (p[1]), marker="o", color="black", s=15) - plt.text((p[0]), (p[1]), "$c_{%d}$" % i) - -plt.text((20), (78), "Region 1") -plt.text((70), (78), "Region 2") -plt.plot((50, 50), (0, 80)) - dist = {(f, c): round(sqrt((pf[f][0] - pc[c][0]) ** 2 + (pf[f][1] - pc[c][1]) ** 2), 1) for (f, c) in product(F, C) } @@ -102,21 +87,11 @@ m.optimize() -plt.savefig("location.pdf") - if m.num_solutions: print("Solution with cost {} found.".format(m.objective_value)) print("Facilities capacities: {} ".format([z[f].x for f in F])) print("Facilities cost: {}".format([y[f].x for f in F])) - - # plotting allocations - for (i, j) in [(i, j) for (i, j) in product(F, C) if x[(i, j)].x >= 1e-6]: - plt.plot( - (pf[i][0], pc[j][0]), (pf[i][1], pc[j][1]), linestyle="--", color="darkgray" - ) - - plt.savefig("location-sol.pdf") - + # sanity checks opt = 99733.94905406 if m.status == OptimizationStatus.OPTIMAL: From 7592c6cb5568e7cf3ad0e07198b6035124d41299 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Fri, 19 Jan 2024 02:12:12 -0800 Subject: [PATCH 05/11] Format with black --- examples/plant_location.py | 55 ++++++++++++++++++++++++++++++++------ 1 file changed, 47 insertions(+), 8 deletions(-) diff --git a/examples/plant_location.py b/examples/plant_location.py index de56e956..b0d31ef8 100644 --- a/examples/plant_location.py +++ b/examples/plant_location.py @@ -15,9 +15,11 @@ # by using a different backend. if sys.platform == "darwin": # OS X import matplotlib as mpl - mpl.use('Agg') + + mpl.use("Agg") del mpl +import matplotlib.pyplot as plt from math import sqrt, log from itertools import product from mip import Model, xsum, minimize, OptimizationStatus @@ -35,14 +37,40 @@ C = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] # position of clients -pc = {1: (94, 10), 2: (57, 26), 3: (74, 44), 4: (27, 51), 5: (78, 30), 6: (23, 30), - 7: (20, 72), 8: (3, 27), 9: (5, 39), 10: (51, 1)} +pc = { + 1: (94, 10), + 2: (57, 26), + 3: (74, 44), + 4: (27, 51), + 5: (78, 30), + 6: (23, 30), + 7: (20, 72), + 8: (3, 27), + 9: (5, 39), + 10: (51, 1), +} # demands d = {1: 302, 2: 273, 3: 275, 4: 266, 5: 287, 6: 296, 7: 297, 8: 310, 9: 302, 10: 309} -dist = {(f, c): round(sqrt((pf[f][0] - pc[c][0]) ** 2 + (pf[f][1] - pc[c][1]) ** 2), 1) - for (f, c) in product(F, C) } +# plotting possible plant locations +for i, p in pf.items(): + plt.scatter((p[0]), (p[1]), marker="^", color="purple", s=50) + plt.text((p[0]), (p[1]), "$f_%d$" % i) + +# plotting location of clients +for i, p in pc.items(): + plt.scatter((p[0]), (p[1]), marker="o", color="black", s=15) + plt.text((p[0]), (p[1]), "$c_{%d}$" % i) + +plt.text((20), (78), "Region 1") +plt.text((70), (78), "Region 2") +plt.plot((50, 50), (0, 80)) + +dist = { + (f, c): round(sqrt((pf[f][0] - pc[c][0]) ** 2 + (pf[f][1] - pc[c][1]) ** 2), 1) + for (f, c) in product(F, C) +} m = Model() @@ -67,7 +95,7 @@ D = 6 # nr. of discretization points, increase for more precision v = [c[f] * (v / (D - 1)) for v in range(D)] # points # non-linear function values for points in v - vn = [0 if k == 0 else 1520 * log(v[k]) for k in range(D)] + vn = [0 if k == 0 else 1520 * log(v[k]) for k in range(D)] # w variables w = [m.add_var() for v in range(D)] m += xsum(w) == 1 # convexification @@ -83,15 +111,26 @@ # objective function m.objective = minimize( - xsum(dist[i, j] * x[i, j] for (i, j) in product(F, C)) + xsum(y[i] for i in F) ) + xsum(dist[i, j] * x[i, j] for (i, j) in product(F, C)) + xsum(y[i] for i in F) +) m.optimize() +plt.savefig("location.pdf") + if m.num_solutions: print("Solution with cost {} found.".format(m.objective_value)) print("Facilities capacities: {} ".format([z[f].x for f in F])) print("Facilities cost: {}".format([y[f].x for f in F])) - + + # plotting allocations + for i, j in [(i, j) for (i, j) in product(F, C) if x[(i, j)].x >= 1e-6]: + plt.plot( + (pf[i][0], pc[j][0]), (pf[i][1], pc[j][1]), linestyle="--", color="darkgray" + ) + + plt.savefig("location-sol.pdf") + # sanity checks opt = 99733.94905406 if m.status == OptimizationStatus.OPTIMAL: From 78ad7e45c47726954e326e645bf4ca562f31833d Mon Sep 17 00:00:00 2001 From: Sebastian Heger <46022217+sebheger@users.noreply.github.com> Date: Fri, 19 Jan 2024 12:01:14 +0100 Subject: [PATCH 06/11] Consider constraints with empty linexpr correctly (#237) Closes #213 --- mip/cbc.py | 9 ++++++--- mip/constants.py | 5 +++++ mip/gurobi.py | 9 ++++++++- mip/model.py | 6 +----- test/mip_test.py | 36 +++++++++++++++++++++++++++++++++++- 5 files changed, 55 insertions(+), 10 deletions(-) diff --git a/mip/cbc.py b/mip/cbc.py index 9c6e9a95..13824650 100644 --- a/mip/cbc.py +++ b/mip/cbc.py @@ -1405,7 +1405,10 @@ def var_get_column(self, var: "Var") -> Column: def add_constr(self, lin_expr: LinExpr, name: str = ""): # collecting linear expression data - numnz = len(lin_expr.expr) + + # In case of empty linear expression add dummy row + # by setting first index of row explicitly with 0 + numnz = len(lin_expr.expr) or 1 if numnz > self.iidx_space: self.iidx_space = max(numnz, self.iidx_space * 2) @@ -1413,12 +1416,12 @@ def add_constr(self, lin_expr: LinExpr, name: str = ""): self.dvec = ffi.new("double[%d]" % self.iidx_space) # cind = self.iidx - self.iidx = [var.idx for var in lin_expr.expr.keys()] + self.iidx = [var.idx for var in lin_expr.expr.keys()] or [0] # cind = ffi.new("int[]", [var.idx for var in lin_expr.expr.keys()]) # cval = ffi.new("double[]", [coef for coef in lin_expr.expr.values()]) # cval = self.dvec - self.dvec = [coef for coef in lin_expr.expr.values()] + self.dvec = [coef for coef in lin_expr.expr.values()] or [0] # constraint sense and rhs sense = lin_expr.sense.encode("utf-8") diff --git a/mip/constants.py b/mip/constants.py index cf943dc9..c8863fd4 100644 --- a/mip/constants.py +++ b/mip/constants.py @@ -133,6 +133,11 @@ class OptimizationStatus(Enum): CUTOFF = 7 """No feasible solution exists for the current cutoff""" + INF_OR_UNBD = 8 + """Special state for gurobi solver. In some cases gurobi could not + determine if the problem is infeasible or unbounded due to application + of dual reductions (when active) during presolve.""" + OTHER = 10000 diff --git a/mip/gurobi.py b/mip/gurobi.py index c7adcfaa..ba1dde73 100644 --- a/mip/gurobi.py +++ b/mip/gurobi.py @@ -775,7 +775,14 @@ def callback( if status == 3: # INFEASIBLE return OptimizationStatus.INFEASIBLE if status == 4: # INF_OR_UNBD - return OptimizationStatus.UNBOUNDED + # Special case by gurobi, where an additional run has to be made + # to determine infeasibility or unbounded problem + # For this run dual reductions must be disabled + # See gurobi support article online - How do I resolve the error "Model is infeasible or unbounded"? + # self.set_int_param("DualReductions", 0) + # GRBoptimize(self._model) + # return OptimizationStatus.INFEASIBLE if self.get_int_attr("Status") == 3 else OptimizationStatus.UNBOUNDED + return OptimizationStatus.INF_OR_UNBD if status == 5: # UNBOUNDED return OptimizationStatus.UNBOUNDED if status == 6: # CUTOFF diff --git a/mip/model.py b/mip/model.py index ed690cc7..e9297cd1 100644 --- a/mip/model.py +++ b/mip/model.py @@ -331,11 +331,7 @@ def add_constr( raise mip.InvalidLinExpr( "A boolean (true/false) cannot be used as a constraint." ) - # TODO: some tests use empty linear constraints, which ideally should not happen - # if len(lin_expr) == 0: - # raise mip.InvalidLinExpr( - # "An empty linear expression cannot be used as a constraint." - # ) + return self.constrs.add(lin_expr, name, priority) def add_lazy_constr(self: "Model", expr: "mip.LinExpr"): diff --git a/test/mip_test.py b/test/mip_test.py index 06ea3d37..265383f8 100644 --- a/test/mip_test.py +++ b/test/mip_test.py @@ -3,7 +3,7 @@ import pytest import networkx as nx from mip import Model, xsum, OptimizationStatus, MAXIMIZE, BINARY, INTEGER -from mip import ConstrsGenerator, CutPool, maximize, CBC, GUROBI, Column +from mip import ConstrsGenerator, CutPool, maximize, CBC, GUROBI, Column, Constr from os import environ import math @@ -653,3 +653,37 @@ def test_float(solver: str, val: int): assert y.x == float(y) # test linear expressions. assert float(x + y) == (x + y).x + + +@pytest.mark.parametrize("solver", SOLVERS) +def test_empty_useless_constraint_is_considered(solver: str): + m = Model("empty_constraint", solver_name=solver) + x = m.add_var(name="x") + y = m.add_var(name="y") + m.add_constr(xsum([]) <= 1, name="c_empty") # useless, empty constraint + m.add_constr(x + y <= 5, name="c1") + m.add_constr(2 * x + y <= 6, name="c2") + m.objective = maximize(x + 2 * y) + m.optimize() + # check objective + assert m.status == OptimizationStatus.OPTIMAL + assert abs(m.objective.x - 10) < TOL + # check that all names of constraints could be queried + assert {c.name for c in m.constrs} == {"c1", "c2", "c_empty"} + assert all(isinstance(m.constr_by_name(c_name), Constr) for c_name in ("c1", "c2", "c_empty")) + + +@pytest.mark.parametrize("solver", SOLVERS) +def test_empty_contradictory_constraint_is_considered(solver: str): + m = Model("empty_constraint", solver_name=solver) + x = m.add_var(name="x") + y = m.add_var(name="y") + m.add_constr(xsum([]) <= -1, name="c_contra") # contradictory empty constraint + m.add_constr(x + y <= 5, name="c1") + m.objective = maximize(x + 2 * y) + m.optimize() + # assert infeasibility of problem + assert m.status in (OptimizationStatus.INF_OR_UNBD, OptimizationStatus.INFEASIBLE) + # check that all names of constraints could be queried + assert {c.name for c in m.constrs} == {"c1", "c_contra"} + assert all(isinstance(m.constr_by_name(c_name), Constr) for c_name in ("c1", "c_contra")) From adfb221b8b45189f832bc90b4ab5f88c6d1d56c7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Fri, 19 Jan 2024 13:15:09 -0800 Subject: [PATCH 07/11] Fix CI issues (#366) Fix CI issues --- .github/workflows/github-ci.yml | 18 +++++++---------- README.md | 2 +- examples/plant_location.py | 35 +-------------------------------- pyproject.toml | 17 +++++++++++++--- 4 files changed, 23 insertions(+), 49 deletions(-) diff --git a/.github/workflows/github-ci.yml b/.github/workflows/github-ci.yml index a94c2885..b46f6533 100644 --- a/.github/workflows/github-ci.yml +++ b/.github/workflows/github-ci.yml @@ -39,18 +39,14 @@ jobs: strategy: fail-fast: false matrix: - # temporarily downgraded to 3.7.9 and 3.8.10 due to a bug https://github.com/actions/setup-python/issues/402 - python-version: ["3.8.10", "3.9.13", "3.10.9", "3.11.1", "3.12.0", "pypy3.9-v7.3.9"] + python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "pypy3.9-v7.3.15"] os: [macos-11, macos-12, ubuntu-20.04, ubuntu-22.04, windows-2019, windows-2022] exclude: # temporarily exclude pypy3 on mac-os as there failing tests caused by bug on cbc side - os: macos-11 - python-version: "pypy3.9-v7.3.9" + python-version: "pypy3.9-v7.3.15" - os: macos-12 - python-version: "pypy3.9-v7.3.9" - # several version (3.7.9 and 3.8.10) at not available at ubuntu-22.04 - - os: ubuntu-22.04 - python-version: "3.8.10" + python-version: "pypy3.9-v7.3.15" steps: @@ -70,22 +66,22 @@ jobs: run: python -m pip install --upgrade pip - name: Install mip for testing (PyPy) - if: ${{ matrix.python-version == 'pypy3.9-v7.3.9' }} + if: ${{ matrix.python-version == 'pypy3.9-v7.3.15' }} run: python -m pip install .[test,numpy] - name: Install mip for testing (CPython) - if: ${{ matrix.python-version != 'pypy3.9-v7.3.9' }} + if: ${{ matrix.python-version != 'pypy3.9-v7.3.15' }} run: python -m pip install .[test,numpy,gurobi] - name: list installed packages run: python -m pip list - name: Run tests PyPy - if: ${{ matrix.python-version == 'pypy3.9-v7.3.9'}} + if: ${{ matrix.python-version == 'pypy3.9-v7.3.15'}} run: | python -m pytest test --verbose --color=yes --doctest-modules --ignore="test/test_gurobi.py" - name: Run tests - if: ${{ matrix.python-version != 'pypy3.9-v7.3.9'}} + if: ${{ matrix.python-version != 'pypy3.9-v7.3.15'}} run: | python -m pytest test --verbose --color=yes --doctest-modules -Werror diff --git a/README.md b/README.md index ad55cbf7..44e80172 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ Some of the main features of MIP are: different solvers are handled by Python-MIP and you write only one solver independent code; -* written in modern [typed](https://docs.python.org/3/library/typing.html) Python 3 (requires Python 3.6 or newer). +* written in modern [typed](https://docs.python.org/3/library/typing.html) Python 3 (requires Python 3.8 or newer). ## Examples diff --git a/examples/plant_location.py b/examples/plant_location.py index b0d31ef8..734aff12 100644 --- a/examples/plant_location.py +++ b/examples/plant_location.py @@ -11,15 +11,6 @@ import sys -# Workaround for issues with python not being installed as a framework on mac -# by using a different backend. -if sys.platform == "darwin": # OS X - import matplotlib as mpl - - mpl.use("Agg") - del mpl - -import matplotlib.pyplot as plt from math import sqrt, log from itertools import product from mip import Model, xsum, minimize, OptimizationStatus @@ -53,20 +44,6 @@ # demands d = {1: 302, 2: 273, 3: 275, 4: 266, 5: 287, 6: 296, 7: 297, 8: 310, 9: 302, 10: 309} -# plotting possible plant locations -for i, p in pf.items(): - plt.scatter((p[0]), (p[1]), marker="^", color="purple", s=50) - plt.text((p[0]), (p[1]), "$f_%d$" % i) - -# plotting location of clients -for i, p in pc.items(): - plt.scatter((p[0]), (p[1]), marker="o", color="black", s=15) - plt.text((p[0]), (p[1]), "$c_{%d}$" % i) - -plt.text((20), (78), "Region 1") -plt.text((70), (78), "Region 2") -plt.plot((50, 50), (0, 80)) - dist = { (f, c): round(sqrt((pf[f][0] - pc[c][0]) ** 2 + (pf[f][1] - pc[c][1]) ** 2), 1) for (f, c) in product(F, C) @@ -116,21 +93,11 @@ m.optimize() -plt.savefig("location.pdf") - if m.num_solutions: print("Solution with cost {} found.".format(m.objective_value)) print("Facilities capacities: {} ".format([z[f].x for f in F])) print("Facilities cost: {}".format([y[f].x for f in F])) - # plotting allocations - for i, j in [(i, j) for (i, j) in product(F, C) if x[(i, j)].x >= 1e-6]: - plt.plot( - (pf[i][0], pc[j][0]), (pf[i][1], pc[j][1]), linestyle="--", color="darkgray" - ) - - plt.savefig("location-sol.pdf") - # sanity checks opt = 99733.94905406 if m.status == OptimizationStatus.OPTIMAL: @@ -138,4 +105,4 @@ elif m.status == OptimizationStatus.FEASIBLE: assert m.objective_value >= opt - 0.01 else: - assert m.status not in [OptimizationStatus.INFEASIBLE, OptimizationStatus.UNBOUNDED] + assert m.status not in [OptimizationStatus.INFEASIBLE, OptimizationStatus.UNBOUNDED] \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 1ff50da5..abc240fe 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,12 +32,23 @@ classifiers = [ ] dynamic = ["version"] -dependencies = ["cffi==1.15.*"] +dependencies = ["cffi>=1.15"] [project.optional-dependencies] -numpy = ["numpy==1.24.*; python_version >= '3.8'", "numpy==1.21.6; python_version == '3.7'"] +numpy = [ + "numpy>=1.25; python_version>='3.9'", + "numpy==1.24.*; python_version=='3.8'", + "numpy==1.21.*; python_version=='3.7'" +] gurobi = ["gurobipy>=8"] -test = ["pytest==7.2.0", "networkx==2.8.8; python_version >= '3.8'", "networkx==2.6.3; python_version == '3.7'", "matplotlib==3.6.2; python_version >= '3.8'", "matplotlib==3.5.3; python_version == '3.7'"] +test = [ + "pytest>=7.4", + "networkx==2.8.8; python_version>='3.8'", + "networkx==2.6.3; python_version=='3.7'", + "matplotlib>=3.7; python_version>='3.9'", + "matplotlib==3.6.2; python_version=='3.8'", + "matplotlib==3.5.3; python_version=='3.7'" +] [project.urls] "Homepage" = "https://www.python-mip.com" From e6e80db5955d32050bf35c9bb646e6269e6dde6a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Fri, 19 Jan 2024 22:22:01 -0800 Subject: [PATCH 08/11] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 44e80172..aa33899f 100644 --- a/README.md +++ b/README.md @@ -63,7 +63,7 @@ Questions, suggestions and feature request can be posted at [Discussions](https: ## Build status -[![Github Actions Status](https://github.com/coin-or/python-mip/workflows/CI/badge.svg?branch=master)](https://github.com/coin-or/python-mip/actions) +[![CI](https://github.com/coin-or/python-mip/actions/workflows/github-ci.yml/badge.svg)](https://github.com/coin-or/python-mip/actions/workflows/github-ci.yml) [![Current version](https://badge.fury.io/gh/coin-or%2Fpython-mip.svg)](https://github.com/coin-or/python-mip/releases) [![Current total of lines](https://tokei.rs/b1/github/coin-or/python-mip?category=lines)](https://github.com/coin-or/python-mip) [![License](https://img.shields.io/badge/license-EPL-blue.svg)](https://github.com/coin-or/python-mip/blob/master/LICENSE) From c95d90c521a7614dfb80f9217655e3e4e955bd41 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Tue, 16 Jan 2024 19:50:50 -0800 Subject: [PATCH 09/11] Add support to Mac M1/M2/M3 Update following suggestion by @suzhenyu22 --- mip/cbc.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/mip/cbc.py b/mip/cbc.py index 13824650..9723493f 100644 --- a/mip/cbc.py +++ b/mip/cbc.py @@ -4,6 +4,7 @@ from typing import Dict, List, Tuple, Optional, Union from sys import platform, maxsize from os.path import dirname, isfile, exists +from platform import machine as platform_machine import os import multiprocessing as multip import numbers @@ -97,7 +98,9 @@ elif platform.lower().startswith("darwin") or platform.lower().startswith( "macos" ): - if os_is_64_bit: + if platform_machine().lower().startswith("arm64"): + libfile = os.path.join(pathlib, "cbc-c-darwin-arm64.dylib") + elif os_is_64_bit: libfile = os.path.join(pathlib, "cbc-c-darwin-x86-64.dylib") if not libfile: raise NotImplementedError("You operating system/platform is not supported") From 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+OUTDIR="/opt/cbc/bin" +export PKG_CONFIG_PATH="${OUTDIR}/lib/pkgconfig/:${PKG_CONFIG_PATH}" + +echo +echo "Making and installing Glpk" +cd ${DIR}/ThirdParty-Glpk +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing Lapack" +cd ${DIR}/ThirdParty-Lapack +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing Blas" +cd ${DIR}/ThirdParty-Blas +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing CoinUtils" +cd ${DIR}/CoinUtils +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing Osi" +cd ${DIR}/Osi +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing Clp" +cd ${DIR}/Clp +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing Cgl" +cd ${DIR}/Cgl +./configure --prefix=${OUTDIR}/ --enable-static --disable-shared +git pull +make +make install + +echo +echo "Making and installing Cbc" +cd ${DIR}/Cbc +./configure --prefix=${OUTDIR}/ --enable-cbc-parallel --enable-static --disable-shared +git pull +make +make install + +echo +echo "Compiling dynamic library" +cd ${DIR} +clang++ -shared -Ofast -fPIC -o cbc-c-darwin-arm64.dylib \ + -I${OUTDIR}/include/coin-or/ -I${OUTDIR}/include/coin-or/glpk -I${OUTDIR}/include/coin \ + -L${OUTDIR}/lib \ + ./Cbc/src/Cbc_C_Interface.cpp \ + -lCbc -lCgl -lClp -lCoinUtils -lOsi -lOsiCbc -lOsiClp -lOsiGlpk \ + -lcoinblas -lcoinglpk -lcoinlapack \ + -lbz2 -lz -llapack ${CXXFLAGS} -stdlib=libc++ -lreadline +echo "Done!" From 2c4d42ca89ada2f189dc91dfe49c3e46cde53233 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20Toffolo?= Date: Fri, 16 Feb 2024 11:32:38 -0800 Subject: [PATCH 11/11] Update to actions/checkout@v4 --- .github/workflows/github-ci.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/github-ci.yml b/.github/workflows/github-ci.yml index b46f6533..3937f1b7 100644 --- a/.github/workflows/github-ci.yml +++ b/.github/workflows/github-ci.yml @@ -10,10 +10,10 @@ jobs: steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: 3.11 @@ -50,10 +50,10 @@ jobs: steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} architecture: x64

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