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try_cuosqp_optlang.ipynb
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| { | |
| "nbformat": 4, | |
| "nbformat_minor": 0, | |
| "metadata": { | |
| "colab": { | |
| "name": "Untitled0.ipynb", | |
| "provenance": [], | |
| "collapsed_sections": [], | |
| "authorship_tag": "ABX9TyNvr/EPEc1BFa4Eh/645sZo", | |
| "include_colab_link": true | |
| }, | |
| "kernelspec": { | |
| "name": "python3", | |
| "display_name": "Python 3" | |
| }, | |
| "accelerator": "GPU" | |
| }, | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "view-in-github", | |
| "colab_type": "text" | |
| }, | |
| "source": [ | |
| "<a href=\"https://colab.research.google.com/gist/carrascomj/a4d91a926814646e36592a853516c7ac/untitled0.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "R8dZz7fNKL_W" | |
| }, | |
| "source": [ | |
| "# Optlang test suite with CUOSQP \n", | |
| "Install optlang fork with osqp support, install cuda, install osqp and run nose test suite. `ConstraintTestCase` was removed, so it will error out at `ModelTestCase.test_binary_variables`." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "D8MNni91Ary3", | |
| "outputId": "4d6ec1c4-efa7-4541-aeb2-3cb8dcbe6c4b" | |
| }, | |
| "source": [ | |
| "!pip install git+https://github.com/carrascomj/optlang.git@feature/osqp" | |
| ], | |
| "execution_count": 1, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": [ | |
| "Collecting git+https://github.com/carrascomj/optlang.git@feature/osqp\n", | |
| " Cloning https://github.com/carrascomj/optlang.git (to revision feature/osqp) to /tmp/pip-req-build-_nis498n\n", | |
| " Running command git clone -q https://github.com/carrascomj/optlang.git /tmp/pip-req-build-_nis498n\n", | |
| " Running command git checkout -b feature/osqp --track origin/feature/osqp\n", | |
| " Switched to a new branch 'feature/osqp'\n", | |
| " Branch 'feature/osqp' set up to track remote branch 'feature/osqp' from 'origin'.\n", | |
| "Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.7/dist-packages (from optlang==1.4.6+24.g402e082) (1.15.0)\n", | |
| "Collecting swiglpk>=1.4.3\n", | |
| "\u001b[?25l Downloading https://files.pythonhosted.org/packages/fa/eb/8379b5f44a4ac6639b1f13602b008c31fe109d81e119a1ae928c327c0ab4/swiglpk-5.0.0-cp37-cp37m-manylinux1_x86_64.whl (623kB)\n", | |
| "\u001b[K |████████████████████████████████| 624kB 8.3MB/s \n", | |
| "\u001b[?25hRequirement already satisfied: sympy>=1.0 in /usr/local/lib/python3.7/dist-packages (from optlang==1.4.6+24.g402e082) (1.7.1)\n", | |
| "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.7/dist-packages (from sympy>=1.0->optlang==1.4.6+24.g402e082) (1.2.1)\n", | |
| "Building wheels for collected packages: optlang\n", | |
| " Building wheel for optlang (setup.py) ... \u001b[?25l\u001b[?25hdone\n", | |
| " Created wheel for optlang: filename=optlang-1.4.6+24.g402e082-py2.py3-none-any.whl size=135064 sha256=053d95eacad1c71203617d98b05f4a2a0c022b8a9efc7af0e95480bae426cd75\n", | |
| " Stored in directory: /tmp/pip-ephem-wheel-cache-xloa_tz3/wheels/eb/dc/ea/c37c7146a30d3078d61d473e82843656ff961b85271aea54aa\n", | |
| "Successfully built optlang\n", | |
| "Installing collected packages: swiglpk, optlang\n", | |
| "Successfully installed optlang-1.4.6+24.g402e082 swiglpk-5.0.0\n" | |
| ], | |
| "name": "stdout" | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "ZDdkco1MCuwb", | |
| "outputId": "db93eb0d-1a2e-44ac-8990-6f332463b1bc" | |
| }, | |
| "source": [ | |
| "!apt install cuda" | |
| ], | |
| "execution_count": 2, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": [ | |
| "Reading package lists... Done\n", | |
| "Building dependency tree \n", | |
| "Reading state information... Done\n", | |
| "The following additional packages will be installed:\n", | |
| " cuda-11-2 cuda-command-line-tools-11-2 cuda-compiler-11-2 cuda-cudart-11-2\n", | |
| " cuda-cudart-dev-11-2 cuda-cuobjdump-11-2 cuda-cupti-11-2 cuda-cupti-dev-11-2\n", | |
| " cuda-cuxxfilt-11-2 cuda-demo-suite-11-2 cuda-documentation-11-2\n", | |
| " cuda-driver-dev-11-2 cuda-gdb-11-2 cuda-libraries-11-2\n", | |
| " cuda-libraries-dev-11-2 cuda-memcheck-11-2 cuda-nsight-11-2\n", | |
| " cuda-nsight-compute-11-2 cuda-nsight-systems-11-2 cuda-nvcc-11-2\n", | |
| " cuda-nvdisasm-11-2 cuda-nvml-dev-11-2 cuda-nvprof-11-2 cuda-nvprune-11-2\n", | |
| " cuda-nvrtc-11-2 cuda-nvrtc-dev-11-2 cuda-nvtx-11-2 cuda-nvvp-11-2\n", | |
| " cuda-runtime-11-2 cuda-samples-11-2 cuda-sanitizer-11-2 cuda-toolkit-11-2\n", | |
| " cuda-tools-11-2 cuda-visual-tools-11-2 libcublas-11-2 libcublas-dev-11-2\n", | |
| " libcufft-11-2 libcufft-dev-11-2 libcurand-11-2 libcurand-dev-11-2\n", | |
| " libcusolver-11-2 libcusolver-dev-11-2 libcusparse-11-2 libcusparse-dev-11-2\n", | |
| " libnpp-11-2 libnpp-dev-11-2 libnvjpeg-11-2 libnvjpeg-dev-11-2\n", | |
| "The following NEW packages will be installed:\n", | |
| " cuda cuda-11-2 cuda-command-line-tools-11-2 cuda-compiler-11-2\n", | |
| " cuda-cudart-11-2 cuda-cudart-dev-11-2 cuda-cuobjdump-11-2 cuda-cupti-11-2\n", | |
| " cuda-cupti-dev-11-2 cuda-cuxxfilt-11-2 cuda-demo-suite-11-2\n", | |
| " cuda-documentation-11-2 cuda-driver-dev-11-2 cuda-gdb-11-2\n", | |
| " cuda-libraries-11-2 cuda-libraries-dev-11-2 cuda-memcheck-11-2\n", | |
| " cuda-nsight-11-2 cuda-nsight-compute-11-2 cuda-nsight-systems-11-2\n", | |
| " cuda-nvcc-11-2 cuda-nvdisasm-11-2 cuda-nvml-dev-11-2 cuda-nvprof-11-2\n", | |
| " cuda-nvprune-11-2 cuda-nvrtc-11-2 cuda-nvrtc-dev-11-2 cuda-nvtx-11-2\n", | |
| " cuda-nvvp-11-2 cuda-runtime-11-2 cuda-samples-11-2 cuda-sanitizer-11-2\n", | |
| " cuda-toolkit-11-2 cuda-tools-11-2 cuda-visual-tools-11-2 libcublas-11-2\n", | |
| " libcublas-dev-11-2 libcufft-11-2 libcufft-dev-11-2 libcurand-11-2\n", | |
| " libcurand-dev-11-2 libcusolver-11-2 libcusolver-dev-11-2 libcusparse-11-2\n", | |
| " libcusparse-dev-11-2 libnpp-11-2 libnpp-dev-11-2 libnvjpeg-11-2\n", | |
| " libnvjpeg-dev-11-2\n", | |
| "0 upgraded, 49 newly installed, 0 to remove and 29 not upgraded.\n", | |
| "Need to get 1,608 MB of archives.\n", | |
| "After this operation, 4,051 MB of additional disk space will be used.\n", | |
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| "Get:25 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 libnpp-dev-11-2 11.3.2.139-1 [71.3 MB]\n", | |
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| "Get:28 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 cuda-cupti-11-2 11.2.135-1 [11.3 MB]\n", | |
| "Get:29 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 cuda-cupti-dev-11-2 11.2.135-1 [2,313 kB]\n", | |
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| "Get:38 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 cuda-nsight-systems-11-2 11.2.1-1 [3,306 B]\n", | |
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| "Setting alternatives\n", | |
| "update-alternatives: using /usr/local/cuda-11.2 to provide /usr/local/cuda (cuda) in auto mode\n", | |
| "update-alternatives: using /usr/local/cuda-11.2 to provide /usr/local/cuda-11 (cuda-11) in auto mode\n", | |
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| ], | |
| "name": "stdout" | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "zO5DDTLkBn4-", | |
| "outputId": "55b9ef48-1d7c-4fb7-bbf0-5f39a830d912" | |
| }, | |
| "source": [ | |
| "!git clone --recurse-submodules https://github.com/oxfordcontrol/cuosqp && cd cuosqp && CUDA_PATH=/usr/local/cuda python setup.py install" | |
| ], | |
| "execution_count": 3, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": [ | |
| "Cloning into 'cuosqp'...\n", | |
| "remote: Enumerating objects: 4872, done.\u001b[K\n", | |
| "remote: Counting objects: 100% (4872/4872), done.\u001b[K\n", | |
| "remote: Compressing objects: 100% (1778/1778), done.\u001b[K\n", | |
| "remote: Total 4872 (delta 3028), reused 4841 (delta 2997), pack-reused 0\u001b[K\n", | |
| "Receiving objects: 100% (4872/4872), 28.03 MiB | 32.35 MiB/s, done.\n", | |
| "Resolving deltas: 100% (3028/3028), done.\n", | |
| "Submodule 'osqp_sources' (https://github.com/oxfordcontrol/osqp) registered for path 'osqp_sources'\n", | |
| "Cloning into '/content/cuosqp/osqp_sources'...\n", | |
| "remote: Enumerating objects: 3, done. \n", | |
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| "remote: Compressing objects: 100% (3/3), done. \n", | |
| "remote: Total 18966 (delta 0), reused 1 (delta 0), pack-reused 18963 \n", | |
| "Receiving objects: 100% (18966/18966), 36.56 MiB | 30.63 MiB/s, done.\n", | |
| "Resolving deltas: 100% (12967/12967), done.\n", | |
| "Submodule path 'osqp_sources': checked out '6d6b126fbf55cfd004a5bc1b60d7720f69e7dd5d'\n", | |
| "Submodule 'lin_sys/direct/qdldl/qdldl_sources' (https://github.com/oxfordcontrol/qdldl.git) registered for path 'osqp_sources/lin_sys/direct/qdldl/qdldl_sources'\n", | |
| "Cloning into '/content/cuosqp/osqp_sources/lin_sys/direct/qdldl/qdldl_sources'...\n", | |
| "remote: Enumerating objects: 18, done. \n", | |
| "remote: Counting objects: 100% (18/18), done. \n", | |
| "remote: Compressing objects: 100% (16/16), done. \n", | |
| "remote: Total 647 (delta 4), reused 11 (delta 1), pack-reused 629 \n", | |
| "Receiving objects: 100% (647/647), 124.01 KiB | 6.89 MiB/s, done.\n", | |
| "Resolving deltas: 100% (336/336), done.\n", | |
| "Submodule path 'osqp_sources/lin_sys/direct/qdldl/qdldl_sources': checked out '69e845bf4e6bfcbc2029a739959a6723cbb04783'\n", | |
| "running install\n", | |
| "running bdist_egg\n", | |
| "running egg_info\n", | |
| "creating cuosqp.egg-info\n", | |
| "writing cuosqp.egg-info/PKG-INFO\n", | |
| "writing dependency_links to cuosqp.egg-info/dependency_links.txt\n", | |
| "writing requirements to cuosqp.egg-info/requires.txt\n", | |
| "writing top-level names to cuosqp.egg-info/top_level.txt\n", | |
| "writing manifest file 'cuosqp.egg-info/SOURCES.txt'\n", | |
| "reading manifest template 'MANIFEST.in'\n", | |
| "writing manifest file 'cuosqp.egg-info/SOURCES.txt'\n", | |
| "installing library code to build/bdist.linux-x86_64/egg\n", | |
| "running install_lib\n", | |
| "running build_py\n", | |
| "creating build\n", | |
| "creating build/lib.linux-x86_64-3.7\n", | |
| "creating build/lib.linux-x86_64-3.7/cuosqp\n", | |
| "copying module/__init__.py -> build/lib.linux-x86_64-3.7/cuosqp\n", | |
| "copying module/utils.py -> build/lib.linux-x86_64-3.7/cuosqp\n", | |
| "copying module/interface.py -> build/lib.linux-x86_64-3.7/cuosqp\n", | |
| "creating build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/non_convex_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/unconstrained_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/__init__.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/basic_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/update_matrices_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/feasibility_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/polishing_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/warm_start_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/primal_infeasibility_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "copying module/tests/dual_infeasibility_test.py -> build/lib.linux-x86_64-3.7/cuosqp/tests\n", | |
| "running build_ext\n", | |
| "-- The C compiler identification is GNU 7.5.0\n", | |
| "-- The CXX compiler identification is GNU 7.5.0\n", | |
| "-- Check for working C compiler: /usr/bin/cc\n", | |
| "-- Check for working C compiler: /usr/bin/cc -- works\n", | |
| "-- Detecting C compiler ABI info\n", | |
| "-- Detecting C compiler ABI info - done\n", | |
| "-- Detecting C compile features\n", | |
| "-- Detecting C compile features - done\n", | |
| "-- Check for working CXX compiler: /usr/bin/c++\n", | |
| "-- Check for working CXX compiler: /usr/bin/c++ -- works\n", | |
| "-- Detecting CXX compiler ABI info\n", | |
| "-- Detecting CXX compiler ABI info - done\n", | |
| "-- Detecting CXX compile features\n", | |
| "-- Detecting CXX compile features - done\n", | |
| "-- We are on a Linux system\n", | |
| "-- Embedded is OFF\n", | |
| "-- CUDA support is ON\n", | |
| "-- Printing is ON\n", | |
| "-- Profiling is ON\n", | |
| "-- User interrupt is ON\n", | |
| "-- Floats are ON\n", | |
| "-- Disabling long integers (64bit) for CUDA\n", | |
| "-- Long integers (64bit) are OFF\n", | |
| "-- Code coverage is OFF\n", | |
| "-- The CUDA compiler identification is NVIDIA 11.2.142\n", | |
| "-- Check for working CUDA compiler: /usr/local/cuda/bin/nvcc\n", | |
| "-- Check for working CUDA compiler: /usr/local/cuda/bin/nvcc -- works\n", | |
| "-- Detecting CUDA compiler ABI info\n", | |
| "-- Detecting CUDA compiler ABI info - done\n", | |
| "-- Looking for pthread.h\n", | |
| "-- Looking for pthread.h - found\n", | |
| "-- Looking for pthread_create\n", | |
| "-- Looking for pthread_create - not found\n", | |
| "-- Looking for pthread_create in pthreads\n", | |
| "-- Looking for pthread_create in pthreads - not found\n", | |
| "-- Looking for pthread_create in pthread\n", | |
| "-- Looking for pthread_create in pthread - found\n", | |
| "-- Found Threads: TRUE \n", | |
| "-- Found CUDA: /usr/local/cuda (found version \"11.2\") \n", | |
| "-- Disabling MKL Pardiso Solver with floats\n", | |
| "-- MKL Pardiso: OFF\n", | |
| "-- Using custom algebra implementation in /content/cuosqp/osqp_sources/algebra/cuda\n", | |
| "-- Configuring done\n", | |
| "-- Generating done\n", | |
| "-- Build files have been written to: /content/cuosqp/osqp_sources/build\n", | |
| "\u001b[35m\u001b[1mScanning dependencies of target linsys_cuda_pcg\u001b[0m\n", | |
| "[ 5%] \u001b[32mBuilding C object lin_sys/cuda/cuda_pcg/CMakeFiles/linsys_cuda_pcg.dir/cuda_pcg_interface.c.o\u001b[0m\n", | |
| "[ 10%] \u001b[32mBuilding CUDA object lin_sys/cuda/cuda_pcg/CMakeFiles/linsys_cuda_pcg.dir/src/cuda_pcg.cu.o\u001b[0m\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/lin_sys/cuda/cuda_pcg/src/cuda_pcg.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid mat_vec_prod(cudapcg_solver*, c_float*, const c_float*, c_int)\u001b[m\u001b[K’:\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/lin_sys/cuda/cuda_pcg/src/cuda_pcg.cu:73:272:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KcusparseStatus_t cusparseCsrmvEx(cusparseHandle_t, cusparseAlgMode_t, cusparseOperation_t, int, int, int, const void*, cudaDataType, cusparseMatDescr_t, const void*, cudaDataType, const int*, const int*, const void*, cudaDataType, const void*, cudaDataType, void*, cudaDataType, cudaDataType, void*)\u001b[m\u001b[K’ is deprecated: please use cusparseSpMV instead [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n", | |
| " checkCudaErrors(cusparseCsrmvEx(CUDA_handle->cusparseHandle, P->alg,\n", | |
| " \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/usr/local/cuda/targets/x86_64-linux/include/cusparse.h:734:1:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n", | |
| " \u001b[01;36m\u001b[KcusparseCsrmvEx\u001b[m\u001b[K(cusparseHandle_t handle,\n", | |
| " \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/lin_sys/cuda/cuda_pcg/src/cuda_pcg.cu:85:278:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KcusparseStatus_t cusparseCsrmvEx(cusparseHandle_t, cusparseAlgMode_t, cusparseOperation_t, int, int, int, const void*, cudaDataType, cusparseMatDescr_t, const void*, cudaDataType, const int*, const int*, const void*, cudaDataType, const void*, cudaDataType, void*, cudaDataType, cudaDataType, void*)\u001b[m\u001b[K’ is deprecated: please use cusparseSpMV instead [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n", | |
| " checkCudaErrors(cusparseCsrmvEx(CUDA_handle->cusparseHandle, A->alg,\n", | |
| " \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/usr/local/cuda/targets/x86_64-linux/include/cusparse.h:734:1:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n", | |
| " \u001b[01;36m\u001b[KcusparseCsrmvEx\u001b[m\u001b[K(cusparseHandle_t handle,\n", | |
| " \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/lin_sys/cuda/cuda_pcg/src/cuda_pcg.cu:95:276:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KcusparseStatus_t cusparseCsrmvEx(cusparseHandle_t, cusparseAlgMode_t, cusparseOperation_t, int, int, int, const void*, cudaDataType, cusparseMatDescr_t, const void*, cudaDataType, const int*, const int*, const void*, cudaDataType, const void*, cudaDataType, void*, cudaDataType, cudaDataType, void*)\u001b[m\u001b[K’ is deprecated: please use cusparseSpMV instead [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n", | |
| " checkCudaErrors(cusparseCsrmvEx(CUDA_handle->cusparseHandle, A->alg,\n", | |
| " \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/usr/local/cuda/targets/x86_64-linux/include/cusparse.h:734:1:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n", | |
| " \u001b[01;36m\u001b[KcusparseCsrmvEx\u001b[m\u001b[K(cusparseHandle_t handle,\n", | |
| " \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/lin_sys/cuda/cuda_pcg/src/cuda_pcg.cu:108:283:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KcusparseStatus_t cusparseCsrmvEx(cusparseHandle_t, cusparseAlgMode_t, cusparseOperation_t, int, int, int, const void*, cudaDataType, cusparseMatDescr_t, const void*, cudaDataType, const int*, const int*, const void*, cudaDataType, const void*, cudaDataType, void*, cudaDataType, cudaDataType, void*)\u001b[m\u001b[K’ is deprecated: please use cusparseSpMV instead [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n", | |
| " checkCudaErrors(cusparseCsrmvEx(CUDA_handle->cusparseHandle, At->alg,\n", | |
| " \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/usr/local/cuda/targets/x86_64-linux/include/cusparse.h:734:1:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n", | |
| " \u001b[01;36m\u001b[KcusparseCsrmvEx\u001b[m\u001b[K(cusparseHandle_t handle,\n", | |
| " \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n", | |
| "[ 10%] Built target linsys_cuda_pcg\n", | |
| "\u001b[35m\u001b[1mScanning dependencies of target osqp_algebra\u001b[0m\n", | |
| "[ 15%] \u001b[32mBuilding C object algebra/CMakeFiles/osqp_algebra.dir/cuda/algebra_libs.c.o\u001b[0m\n", | |
| "[ 21%] \u001b[32mBuilding CUDA object algebra/CMakeFiles/osqp_algebra.dir/cuda/matrix.cu.o\u001b[0m\n", | |
| "[ 26%] \u001b[32mBuilding CUDA object algebra/CMakeFiles/osqp_algebra.dir/cuda/vector.cu.o\u001b[0m\n", | |
| "[ 31%] \u001b[32mBuilding CUDA object algebra/CMakeFiles/osqp_algebra.dir/cuda/src/cuda_csr.cu.o\u001b[0m\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/algebra/cuda/src/cuda_csr.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid update_mp_buffer(csr*)\u001b[m\u001b[K’:\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/algebra/cuda/src/cuda_csr.cu:240:298:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KcusparseStatus_t cusparseCsrmvEx_bufferSize(cusparseHandle_t, cusparseAlgMode_t, cusparseOperation_t, int, int, int, const void*, cudaDataType, cusparseMatDescr_t, const void*, cudaDataType, const int*, const int*, const void*, cudaDataType, const void*, cudaDataType, void*, cudaDataType, cudaDataType, size_t*)\u001b[m\u001b[K’ is deprecated: please use cusparseSpMV instead [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n", | |
| " checkCudaErrors(cusparseCsrmvEx_bufferSize(CUDA_handle->cusparseHandle, P->alg,\n", | |
| " \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/usr/local/cuda/targets/x86_64-linux/include/cusparse.h:710:1:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n", | |
| " \u001b[01;36m\u001b[KcusparseCsrmvEx_bufferSize\u001b[m\u001b[K(cusparseHandle_t handle,\n", | |
| " \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n", | |
| "[ 36%] \u001b[32mBuilding CUDA object algebra/CMakeFiles/osqp_algebra.dir/cuda/src/cuda_handler.cu.o\u001b[0m\n", | |
| "[ 42%] \u001b[32mBuilding CUDA object algebra/CMakeFiles/osqp_algebra.dir/cuda/src/cuda_lin_alg.cu.o\u001b[0m\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/algebra/cuda/src/cuda_lin_alg.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid cuda_mat_Axpy(const csr*, const c_float*, c_float*, c_float, c_float)\u001b[m\u001b[K’:\n", | |
| "\u001b[01m\u001b[K/content/cuosqp/osqp_sources/algebra/cuda/src/cuda_lin_alg.cu:952:271:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KcusparseStatus_t cusparseCsrmvEx(cusparseHandle_t, cusparseAlgMode_t, cusparseOperation_t, int, int, int, const void*, cudaDataType, cusparseMatDescr_t, const void*, cudaDataType, const int*, const int*, const void*, cudaDataType, const void*, cudaDataType, void*, cudaDataType, cudaDataType, void*)\u001b[m\u001b[K’ is deprecated: please use cusparseSpMV instead [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n", | |
| " checkCudaErrors(cusparseCsrmvEx(CUDA_handle->cusparseHandle, A->alg,\n", | |
| " \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n", | |
| "\u001b[01m\u001b[K/usr/local/cuda/targets/x86_64-linux/include/cusparse.h:734:1:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n", | |
| " \u001b[01;36m\u001b[KcusparseCsrmvEx\u001b[m\u001b[K(cusparseHandle_t handle,\n", | |
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| "[ 47%] \u001b[32mBuilding CUDA object algebra/CMakeFiles/osqp_algebra.dir/cuda/src/cuda_malloc.cu.o\u001b[0m\n", | |
| "[ 47%] Built target osqp_algebra\n", | |
| "\u001b[35m\u001b[1mScanning dependencies of target osqpstatic\u001b[0m\n", | |
| "[ 52%] \u001b[32mBuilding C object CMakeFiles/osqpstatic.dir/src/auxil.c.o\u001b[0m\n", | |
| "[ 57%] \u001b[32mBuilding C object CMakeFiles/osqpstatic.dir/src/error.c.o\u001b[0m\n", | |
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| "[ 73%] \u001b[32mBuilding C object CMakeFiles/osqpstatic.dir/src/scaling.c.o\u001b[0m\n", | |
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| "[100%] \u001b[32m\u001b[1mLinking CUDA static library out/libosqp.a\u001b[0m\n", | |
| "[100%] Built target osqpstatic\n", | |
| "building 'cuosqp._osqp' extension\n", | |
| "creating build/temp.linux-x86_64-3.7\n", | |
| "creating build/temp.linux-x86_64-3.7/extension\n", | |
| "creating build/temp.linux-x86_64-3.7/extension/src\n", | |
| "x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fdebug-prefix-map=/build/python3.7-a56wZI/python3.7-3.7.10=. -fstack-protector-strong -Wformat -Werror=format-security -g -fdebug-prefix-map=/build/python3.7-a56wZI/python3.7-3.7.10=. -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -DPYTHON -Iosqp_sources/include -Iextension/include -I/usr/local/lib/python3.7/dist-packages/numpy/core/include -I/usr/include/python3.7m -c extension/src/osqpmodule.c -o build/temp.linux-x86_64-3.7/extension/src/osqpmodule.o -O3\n", | |
| "x86_64-linux-gnu-gcc -pthread -shared -Wl,-O1 -Wl,-Bsymbolic-functions -Wl,-Bsymbolic-functions -Wl,-z,relro -Wl,-Bsymbolic-functions -Wl,-z,relro -g -fdebug-prefix-map=/build/python3.7-a56wZI/python3.7-3.7.10=. -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 build/temp.linux-x86_64-3.7/extension/src/osqpmodule.o extension/src/libosqp.a -L/usr/local/cuda/lib64 -lcublas -lcusparse -lcudart -lrt -o build/lib.linux-x86_64-3.7/cuosqp/_osqp.cpython-37m-x86_64-linux-gnu.so\n", | |
| "creating build/bdist.linux-x86_64\n", | |
| "creating build/bdist.linux-x86_64/egg\n", | |
| "creating build/bdist.linux-x86_64/egg/cuosqp\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/_osqp.cpython-37m-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg/cuosqp\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/__init__.py -> build/bdist.linux-x86_64/egg/cuosqp\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/utils.py -> build/bdist.linux-x86_64/egg/cuosqp\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/interface.py -> build/bdist.linux-x86_64/egg/cuosqp\n", | |
| "creating build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/non_convex_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/unconstrained_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/__init__.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/basic_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/update_matrices_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/feasibility_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/polishing_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/warm_start_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/primal_infeasibility_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "copying build/lib.linux-x86_64-3.7/cuosqp/tests/dual_infeasibility_test.py -> build/bdist.linux-x86_64/egg/cuosqp/tests\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/__init__.py to __init__.cpython-37.pyc\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/utils.py to utils.cpython-37.pyc\n", | |
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| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/__init__.py to __init__.cpython-37.pyc\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/basic_test.py to basic_test.cpython-37.pyc\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/update_matrices_test.py to update_matrices_test.cpython-37.pyc\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/feasibility_test.py to feasibility_test.cpython-37.pyc\n", | |
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| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/warm_start_test.py to warm_start_test.cpython-37.pyc\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/primal_infeasibility_test.py to primal_infeasibility_test.cpython-37.pyc\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/tests/dual_infeasibility_test.py to dual_infeasibility_test.cpython-37.pyc\n", | |
| "creating stub loader for cuosqp/_osqp.cpython-37m-x86_64-linux-gnu.so\n", | |
| "byte-compiling build/bdist.linux-x86_64/egg/cuosqp/_osqp.py to _osqp.cpython-37.pyc\n", | |
| "creating build/bdist.linux-x86_64/egg/EGG-INFO\n", | |
| "copying cuosqp.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO\n", | |
| "copying cuosqp.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n", | |
| "copying cuosqp.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n", | |
| "copying cuosqp.egg-info/requires.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n", | |
| "copying cuosqp.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n", | |
| "writing build/bdist.linux-x86_64/egg/EGG-INFO/native_libs.txt\n", | |
| "zip_safe flag not set; analyzing archive contents...\n", | |
| "cuosqp.__pycache__._osqp.cpython-37: module references __file__\n", | |
| "creating dist\n", | |
| "creating 'dist/cuosqp-0.1.0-py3.7-linux-x86_64.egg' and adding 'build/bdist.linux-x86_64/egg' to it\n", | |
| "removing 'build/bdist.linux-x86_64/egg' (and everything under it)\n", | |
| "Processing cuosqp-0.1.0-py3.7-linux-x86_64.egg\n", | |
| "creating /usr/local/lib/python3.7/dist-packages/cuosqp-0.1.0-py3.7-linux-x86_64.egg\n", | |
| "Extracting cuosqp-0.1.0-py3.7-linux-x86_64.egg to /usr/local/lib/python3.7/dist-packages\n", | |
| "Adding cuosqp 0.1.0 to easy-install.pth file\n", | |
| "\n", | |
| "Installed /usr/local/lib/python3.7/dist-packages/cuosqp-0.1.0-py3.7-linux-x86_64.egg\n", | |
| "Processing dependencies for cuosqp==0.1.0\n", | |
| "Searching for scipy==1.4.1\n", | |
| "Best match: scipy 1.4.1\n", | |
| "Adding scipy 1.4.1 to easy-install.pth file\n", | |
| "\n", | |
| "Using /usr/local/lib/python3.7/dist-packages\n", | |
| "Searching for numpy==1.19.5\n", | |
| "Best match: numpy 1.19.5\n", | |
| "Adding numpy 1.19.5 to easy-install.pth file\n", | |
| "Installing f2py script to /usr/local/bin\n", | |
| "Installing f2py3 script to /usr/local/bin\n", | |
| "Installing f2py3.7 script to /usr/local/bin\n", | |
| "\n", | |
| "Using /usr/local/lib/python3.7/dist-packages\n", | |
| "Finished processing dependencies for cuosqp==0.1.0\n" | |
| ], | |
| "name": "stdout" | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "F5zPuuHrEYcc", | |
| "outputId": "68207683-3f84-4ec1-d201-c4eb6ecd8723" | |
| }, | |
| "source": [ | |
| "pip install nose" | |
| ], | |
| "execution_count": 4, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": [ | |
| "Collecting nose\n", | |
| "\u001b[?25l Downloading https://files.pythonhosted.org/packages/15/d8/dd071918c040f50fa1cf80da16423af51ff8ce4a0f2399b7bf8de45ac3d9/nose-1.3.7-py3-none-any.whl (154kB)\n", | |
| "\r\u001b[K |██▏ | 10kB 20.6MB/s eta 0:00:01\r\u001b[K |████▎ | 20kB 16.4MB/s eta 0:00:01\r\u001b[K |██████▍ | 30kB 9.9MB/s eta 0:00:01\r\u001b[K |████████▌ | 40kB 8.2MB/s eta 0:00:01\r\u001b[K |██████████▋ | 51kB 8.9MB/s eta 0:00:01\r\u001b[K |████████████▊ | 61kB 8.2MB/s eta 0:00:01\r\u001b[K |██████████████▉ | 71kB 9.0MB/s eta 0:00:01\r\u001b[K |█████████████████ | 81kB 8.7MB/s eta 0:00:01\r\u001b[K |███████████████████ | 92kB 8.2MB/s eta 0:00:01\r\u001b[K |█████████████████████▏ | 102kB 8.5MB/s eta 0:00:01\r\u001b[K |███████████████████████▎ | 112kB 8.5MB/s eta 0:00:01\r\u001b[K |█████████████████████████▍ | 122kB 8.5MB/s eta 0:00:01\r\u001b[K |███████████████████████████▌ | 133kB 8.5MB/s eta 0:00:01\r\u001b[K |█████████████████████████████▋ | 143kB 8.5MB/s eta 0:00:01\r\u001b[K |███████████████████████████████▊| 153kB 8.5MB/s eta 0:00:01\r\u001b[K |████████████████████████████████| 163kB 8.5MB/s \n", | |
| "\u001b[?25hInstalling collected packages: nose\n", | |
| "Successfully installed nose-1.3.7\n" | |
| ], | |
| "name": "stdout" | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "egDpWylJEaZT", | |
| "outputId": "e8d02536-ea31-48c7-ef78-a86f0cad423a" | |
| }, | |
| "source": [ | |
| "!git clone https://github.com/carrascomj/optlang.git && cd optlang && git checkout -b feature/osqp --track origin/feature/osqp && python -m nose src/optlang/tests -v" | |
| ], | |
| "execution_count": 5, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": [ | |
| "Cloning into 'optlang'...\n", | |
| "remote: Enumerating objects: 98, done.\u001b[K\n", | |
| "remote: Counting objects: 100% (98/98), done.\u001b[K\n", | |
| "remote: Compressing objects: 100% (33/33), done.\u001b[K\n", | |
| "remote: Total 3807 (delta 47), reused 89 (delta 46), pack-reused 3709\u001b[K\n", | |
| "Receiving objects: 100% (3807/3807), 9.60 MiB | 10.69 MiB/s, done.\n", | |
| "Resolving deltas: 100% (2650/2650), done.\n", | |
| "Branch 'feature/osqp' set up to track remote branch 'feature/osqp' from 'origin'.\n", | |
| "Switched to a new branch 'feature/osqp'\n", | |
| "test_fail (optlang.tests.test_change_solver.TestMissingDependency) ... SKIP: Missing dependency - No module named 'cplex'\n", | |
| "test_add_already_existing_item_raises (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_change_object_name (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_clear (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_container_append (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_container_from_iterable (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_container_from_iterable_with_items_without_name_attribute_raise (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_del_by_index (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_del_by_key (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_dir (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_extend (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_fromkeys (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_get (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_getattr (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_has_key (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_iter_container_len_change_raises (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_iteritems (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_iterkeys (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_itervalues (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_keys (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_non_name_item_raises (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_pickle (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_setitem (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_values (optlang.tests.test_container.ContainerTestCase) ... ok\n", | |
| "test_fail (optlang.tests.test_cplex_interface.TestMissingDependency) ... SKIP: Missing dependency - No module named 'cplex'\n", | |
| "test_dual_is_standard_form (optlang.tests.test_duality.DualityTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "ok\n", | |
| "test_dual_value_equal_primal (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_empty_constraint (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_equality_constraint_not_zero (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_explicit_model (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_free_constraint (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_infinity (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_making_primal_infeasible (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_making_primal_unbounded (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_non_continuous_raises (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_non_linear_raises (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_non_standard_raises (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_variable_with_positive_lower_bound (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_variable_with_upper_bound (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_with_minimization (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_zero_bound_variable (optlang.tests.test_duality.DualityTestCase) ... ok\n", | |
| "test_canonicalization_with_lb (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_canonicalization_with_lb_and_ub (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_canonicalization_with_ub (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_catching_nonlinear_expressions (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_is_Linear (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_is_Quadratic_pow (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_is_Quadratic_xy (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_lonely_coefficient_and_no_bounds_raises (optlang.tests.test_elements.ConstraintTestCase) ... ok\n", | |
| "test_change_lb (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_change_problem (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_change_type (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_change_ub (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_init (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_lb_greater_than_ub_raises (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_pickle_ability (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_ub_smaller_than_lb_raises (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_white_space_name_raises (optlang.tests.test_elements.VariableTestCase) ... ok\n", | |
| "test_parse_linear_expression (optlang.tests.test_expression_parsing.ExpressionParsingTestCase) ... ok\n", | |
| "test_parse_non_expanded_quadratic_expression (optlang.tests.test_expression_parsing.ExpressionParsingTestCase) ... ok\n", | |
| "test_parse_quadratic_expression (optlang.tests.test_expression_parsing.ExpressionParsingTestCase) ... ok\n", | |
| "test_tolerance_parameters (optlang.tests.test_glpk_exact_interface.ConfigurationTestCase) ... ok\n", | |
| "test_change_constraint_name (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_constraint_get_linear_coefficients_raises (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_constraint_set_linear_coefficients_raises (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_construct_with_sloppy (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_get_dual (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_get_primal (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_indicator_constraint_support (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... SKIP: NA\n", | |
| "test_invalid_name_raises (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_move_constant_to_rhs (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_new_invalid_name_raises (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_set_constraint_bounds_to_none (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_setting_bounds (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_setting_lower_bound_higher_than_upper_bound_raises (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_setting_nonnumerical_bounds_raises (optlang.tests.test_glpk_exact_interface.ConstraintTestCase) ... ok\n", | |
| "test_add_constraints (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_add_integer_var (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_add_non_cplex_conform_variable (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_add_nonlinear_constraint_raises (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_add_variable (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_binary_variables (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_change_constraint_bounds (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_constraint_name (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_objective_can_handle_removed_vars (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_of_constraint_is_reflected_in_low_level_solver (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_of_objective_is_reflected_in_low_level_solver (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_variable_bounds (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_variable_type (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_clone_model_with_json (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "glp_exact: 72 rows, 95 columns, 360 non-zeros\n", | |
| "GNU MP bignum library is being used\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "OPTIMAL SOLUTION FOUND\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "glp_exact: 72 rows, 95 columns, 360 non-zeros\n", | |
| "GNU MP bignum library is being used\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "OPTIMAL SOLUTION FOUND\n", | |
| "ok\n", | |
| "test_clone_model_with_lp (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "glp_exact: 72 rows, 95 columns, 360 non-zeros\n", | |
| "GNU MP bignum library is being used\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "OPTIMAL SOLUTION FOUND\n", | |
| "/content/optlang/src/optlang/interface.py:1135: UserWarning: Cloning with LP formats can change variable and constraint ID's.\n", | |
| " warnings.warn(\"Cloning with LP formats can change variable and constraint ID's.\")\n", | |
| "Writing problem data to '/tmp/tmpbxewon_a.lp'...\n", | |
| "213 lines were written\n", | |
| "Reading problem data from '/tmp/tmpdd6u6qp1.lp'...\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "213 lines were read\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 2.947e+08 (47)\n", | |
| " 95: obj = -0.000000000e+00 inf = 7.495e-09 (0)\n", | |
| "* 99: obj = 8.739215069e-01 inf = 1.409e-08 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "glp_exact: 72 rows, 95 columns, 360 non-zeros\n", | |
| "GNU MP bignum library is being used\n", | |
| "* 99: objval = 0.873921506978249 (5)\n", | |
| "* 99: objval = 0.873921506978249 (5)\n", | |
| "OPTIMAL SOLUTION FOUND\n", | |
| "ok\n", | |
| "test_clone_model_without_json (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "glp_exact: 72 rows, 95 columns, 360 non-zeros\n", | |
| "GNU MP bignum library is being used\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "OPTIMAL SOLUTION FOUND\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "glp_exact: 72 rows, 95 columns, 360 non-zeros\n", | |
| "GNU MP bignum library is being used\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "* 121: objval = 0.873921506978249 (5)\n", | |
| "OPTIMAL SOLUTION FOUND\n", | |
| "ok\n", | |
| "test_config_gets_copied_too (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "Writing problem data to '/tmp/tmp69dye7gr.glpk'...\n", | |
| "625 lines were written\n", | |
| "Reading problem data from '/tmp/tmpraidhcay.glpk'...\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "625 lines were read\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "ok\n", | |
| "test_constraint_get_linear_coefficients (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "ok\n", | |
| "test_constraint_set_linear_coefficients (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_constraint_set_problem_to_None_caches_the_latest_expression_from_solver_instance (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_copy (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_create_empty_model (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_deepcopy (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_dual_values (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_iadd_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_implicitly_convert_milp_to_lp (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_imul_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_init_from_existing_problem (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_initial_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_instantiating_model_with_different_solver_problem_raises (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_integer_batch_duals (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_integer_constraint_dual (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_integer_variable_dual (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_is_integer (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_large_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_number_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_objective_expression_includes_constant (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_objective_get_linear_coefficients (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_objective_handles_constants_2 (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_objective_set_linear_coefficients (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_optimize (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_optimize_milp (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... SKIP: No integers with glpk_exact\n", | |
| "test_pickle_ability (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_pickle_empty_model (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_primal_values (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "Test that an exception is raised when a non-linear objective is added to the model. ... ok\n", | |
| "test_reduced_costs (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_remove_constraints (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_remove_variable (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_remove_variable_not_in_model_raises (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_remove_variable_str (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_set_copied_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_set_linear_coefficients_constraint (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_set_linear_coefficients_objective (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_set_objective_in_constructor (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_shadow_prices (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_timeout (optlang.tests.test_glpk_exact_interface.ModelTestCase) ... ok\n", | |
| "test_change_direction (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_construct_with_sloppy (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_invalid_name_raises (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_new_invalid_name_raises (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_objective_get_linear_coefficients_raises (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_objective_set_linear_coefficients_raises (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_objective_value_is_none (optlang.tests.test_glpk_exact_interface.ObjectiveTestCase) ... ok\n", | |
| "test_change_name (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_change_type (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_changing_variable_names_is_reflected_in_the_solver (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_get_dual (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_get_primal (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_invalid_name_raises (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_magic (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... SKIP: Abstract test method not implemented.\n", | |
| "test_new_invalid_name_raises (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_non_string_name_raises (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_set_bounds_method (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_set_bounds_to_none (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_set_wrong_type_raises (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_setting_bounds (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_setting_lower_bound_higher_than_upper_bound_raises (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_setting_nonnumerical_bounds_raises (optlang.tests.test_glpk_exact_interface.VariableTestCase) ... ok\n", | |
| "test_clone (optlang.tests.test_glpk_interface.ConfigurationTestCase) ... ok\n", | |
| "test_pickle_ability (optlang.tests.test_glpk_interface.ConfigurationTestCase) ... ok\n", | |
| "test_tolerance_parameters (optlang.tests.test_glpk_interface.ConfigurationTestCase) ... ok\n", | |
| "test_change_constraint_name (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_constraint_get_linear_coefficients_raises (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_constraint_index (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_constraint_set_linear_coefficients_raises (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_construct_with_sloppy (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_get_dual (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_get_primal (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_indicator_constraint_support (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_invalid_name_raises (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_move_constant_to_rhs (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_new_invalid_name_raises (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_set_constraint_bounds_to_none (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_setting_bounds (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_setting_lower_bound_higher_than_upper_bound_raises (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_setting_nonnumerical_bounds_raises (optlang.tests.test_glpk_interface.ConstraintTestCase) ... ok\n", | |
| "test_add_constraints (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_add_integer_var (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_add_non_cplex_conform_variable (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_add_nonlinear_constraint_raises (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_add_variable (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_binary_variables (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_constraint_bounds (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_constraint_name (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_objective_can_handle_removed_vars (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_of_constraint_is_reflected_in_low_level_solver (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_of_objective_is_reflected_in_low_level_solver (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_variable_bounds (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_variable_type (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_clone_model_with_json (optlang.tests.test_glpk_interface.ModelTestCase) ... GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "ok\n", | |
| "test_clone_model_with_lp (optlang.tests.test_glpk_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "Writing problem data to '/tmp/tmp4kvxjcbv.lp'...\n", | |
| "213 lines were written\n", | |
| "Reading problem data from '/tmp/tmpd6afkl0z.lp'...\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "213 lines were read\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 2.947e+08 (47)\n", | |
| " 95: obj = -0.000000000e+00 inf = 7.495e-09 (0)\n", | |
| "* 99: obj = 8.739215069e-01 inf = 1.409e-08 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "ok\n", | |
| "test_clone_model_without_json (optlang.tests.test_glpk_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| " 0: obj = -0.000000000e+00 inf = 1.080e+09 (47)\n", | |
| "Perturbing LP to avoid instability [73]...\n", | |
| " 73: obj = -0.000000000e+00 inf = 2.104e-07 (0)\n", | |
| "LP HAS NO PRIMAL FEASIBLE SOLUTION\n", | |
| "GLPK Simplex Optimizer 5.0\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "Preprocessing...\n", | |
| "54 rows, 66 columns, 302 non-zeros\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "Constructing initial basis...\n", | |
| "Size of triangular part is 46\n", | |
| " 73: obj = -0.000000000e+00 inf = 3.007e+08 (26)\n", | |
| " 116: obj = -0.000000000e+00 inf = 5.937e-09 (0)\n", | |
| "* 121: obj = 8.739215067e-01 inf = 5.161e-09 (0)\n", | |
| "OPTIMAL LP SOLUTION FOUND\n", | |
| "ok\n", | |
| "test_config_gets_copied_too (optlang.tests.test_glpk_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "Writing problem data to '/tmp/tmp69m7_77q.glpk'...\n", | |
| "625 lines were written\n", | |
| "Reading problem data from '/tmp/tmplg7t4uys.glpk'...\n", | |
| "72 rows, 95 columns, 360 non-zeros\n", | |
| "625 lines were read\n", | |
| "Scaling...\n", | |
| " A: min|aij| = 7.090e-02 max|aij| = 5.981e+01 ratio = 8.436e+02\n", | |
| "GM: min|aij| = 1.856e-01 max|aij| = 5.389e+00 ratio = 2.904e+01\n", | |
| "EQ: min|aij| = 3.443e-02 max|aij| = 1.000e+00 ratio = 2.904e+01\n", | |
| "ok\n", | |
| "test_constraint_get_linear_coefficients (optlang.tests.test_glpk_interface.ModelTestCase) ... Scaling...\n", | |
| " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", | |
| "Problem data seem to be well scaled\n", | |
| "ok\n", | |
| "test_constraint_set_linear_coefficients (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_constraint_set_problem_to_None_caches_the_latest_expression_from_solver_instance (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_copy (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_create_empty_model (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_deepcopy (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_dual_values (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_glpk_create_empty_model (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_glpk_remove_variable (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_iadd_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_implicitly_convert_milp_to_lp (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_imul_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_init_from_existing_problem (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_initial_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_instantiating_model_with_different_solver_problem_raises (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_integer_batch_duals (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_integer_constraint_dual (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_integer_variable_dual (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_is_integer (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_large_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_number_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_objective_expression_includes_constant (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_objective_get_linear_coefficients (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_objective_handles_constants_2 (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_objective_set_linear_coefficients (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_optimize (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_optimize_milp (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_pickle_ability (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_pickle_empty_model (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_primal_values (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "Test that an exception is raised when a non-linear objective is added to the model. ... ok\n", | |
| "test_reduced_costs (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_remove_constraints (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_remove_variable (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_remove_variable_not_in_model_raises (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_remove_variable_str (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_set_copied_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_set_linear_coefficients_constraint (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_set_linear_coefficients_objective (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_set_objective_in_constructor (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_shadow_prices (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_timeout (optlang.tests.test_glpk_interface.ModelTestCase) ... ok\n", | |
| "test_change_direction (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_construct_with_sloppy (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_invalid_name_raises (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_new_invalid_name_raises (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_objective_get_linear_coefficients_raises (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_objective_set_linear_coefficients_raises (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_objective_value_is_none (optlang.tests.test_glpk_interface.ObjectiveTestCase) ... ok\n", | |
| "test_change_name (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_change_type (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_changing_variable_names_is_reflected_in_the_solver (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_get_dual (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_get_primal (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_glpk_setting_bounds (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_invalid_name_raises (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_magic (optlang.tests.test_glpk_interface.VariableTestCase) ... SKIP: Abstract test method not implemented.\n", | |
| "test_new_invalid_name_raises (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_non_string_name_raises (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_set_bounds_method (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_set_bounds_to_none (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_set_wrong_type_raises (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_setting_bounds (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_setting_lower_bound_higher_than_upper_bound_raises (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_setting_nonnumerical_bounds_raises (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_variable_without_problem_returns_None_index (optlang.tests.test_glpk_interface.VariableTestCase) ... ok\n", | |
| "test_fail (optlang.tests.test_gurobi_interface.TestMissingDependency) ... SKIP: Missing dependency - No module named 'gurobipy'\n", | |
| "test_fail (optlang.tests.test_inspyred_interface.TestMissingDependency) ... SKIP: Missing dependency - No module named 'interface'\n", | |
| "test_is_linear_and_quadratic (optlang.tests.test_interface.TestConstraint) ... ok\n", | |
| "test_add_differing_interface_type_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_add_existing_variable (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_add_remove_collection (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_add_remove_constraint (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_add_variable (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_add_variable_twice_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_all_entities_point_to_correct_model (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_create_empty_model (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_false_objective_direction_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_interface (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_non_0_or_1_bound_on_binary_variable_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_non_integer_bound_on_integer_variable_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_number_objective (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_primal_and_dual_values (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_read_only_attributes (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_remove_add_remove_variable (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_remove_add_variable (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_remove_constraint (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_remove_variable_str (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_removing_crap_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_removing_objective_raises (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_setting_binary_bounds (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_variable_independence (optlang.tests.test_interface.TestModel) ... ok\n", | |
| "test_change_name (optlang.tests.test_interface.TestVariable) ... ok\n", | |
| "test_init_variable (optlang.tests.test_interface.TestVariable) ... ok\n", | |
| "test_primal_and_dual (optlang.tests.test_interface.TestVariable) ... ok\n", | |
| "test_set_wrong_bounds_on_binary_raises (optlang.tests.test_interface.TestVariable) ... ok\n", | |
| "test_set_wrong_bounds_on_integer_raises (optlang.tests.test_interface.TestVariable) ... ok\n", | |
| "test_model_is_reconstructed_from_json (optlang.tests.test_io.JsonTest) ... ok\n", | |
| "test_model_json_validates (optlang.tests.test_io.JsonTest) ... ok\n", | |
| "test_objective_json_validates (optlang.tests.test_io.JsonTest) ... ok\n", | |
| "test_lp_method (optlang.tests.test_osqp_interface.ConfigurationTestCase) ... ok\n", | |
| "test_presolve (optlang.tests.test_osqp_interface.ConfigurationTestCase) ... ok\n", | |
| "test_qp_method (optlang.tests.test_osqp_interface.ConfigurationTestCase) ... ok\n", | |
| "test_solver (optlang.tests.test_osqp_interface.ConfigurationTestCase) ... ok\n", | |
| "test_tolerance_parameters (optlang.tests.test_osqp_interface.ConfigurationTestCase) ... ok\n", | |
| "test_verbosity (optlang.tests.test_osqp_interface.ConfigurationTestCase) ... ok\n", | |
| "test_add_constraints (optlang.tests.test_osqp_interface.ModelTestCase) ... ok\n", | |
| "test_add_integer_var (optlang.tests.test_osqp_interface.ModelTestCase) ... ok\n", | |
| "test_add_non_cplex_conform_variable (optlang.tests.test_osqp_interface.ModelTestCase) ... ok\n", | |
| "test_add_nonlinear_constraint_raises (optlang.tests.test_osqp_interface.ModelTestCase) ... ok\n", | |
| "test_add_variable (optlang.tests.test_osqp_interface.ModelTestCase) ... ok\n", | |
| "test_binary_variables (optlang.tests.test_osqp_interface.ModelTestCase) ... /usr/local/lib/python3.7/dist-packages/cuosqp-0.1.0-py3.7-linux-x86_64.egg/cuosqp/utils.py:20: UserWarning: Linear system solver not recognized. Using default solver CUDA PCG.\n", | |
| " warn(\"Linear system solver not recognized. \" +\n", | |
| "terminate called after throwing an instance of 'thrust::system::system_error'\n", | |
| " what(): parallel_for failed: cudaErrorNoKernelImageForDevice: no kernel image is available for execution on the device\n" | |
| ], | |
| "name": "stdout" | |
| } | |
| ] | |
| } | |
| ] | |
| } |
This is working for me:
test_binary_variables (optlang.tests.test_osqp_interface.ModelTestCase) ... /usr/local/lib/python3.7/dist-packages/cuosqp-0.1.0-py3.7-linux-x86_64.egg/cuosqp/utils.py:20: UserWarning: Linear system solver not recognized. Using default solver CUDA PCG.
warn("Linear system solver not recognized. " +
ok
Have you changed your runtime to one with a GPU? (Runtime -> Change Runtime Type)
I have the same error (
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In the fork, I changed
src/optlang/tests/test_osqp_interface.pyto allow cuosqp and removed the tests fromConstraintTestCase(but it would have the same output).