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Lưu và phân loại nội dung dựa trên lựa chọn ưu tiên của bạn.
Google đã tạo OR-Tools bằng C++, nhưng bạn cũng có thể sử dụng công cụ này với Python, Java hoặc C#
(trên nền tảng .NET).
Cài đặt OR-Tools dành cho Python
Cách nhanh nhất để tải OR-Tools là cài đặt phiên bản nhị phân Python.
Nếu bạn đã có Python (phiên bản 3.8 trở lên trên Linux, macOS hoặc Windows) và
Trình quản lý gói Python PIP, bạn có thể cài đặt
OR-Tools như sau:
[null,null,["Cập nhật lần gần đây nhất: 2024-08-23 UTC."],[[["\u003cp\u003eGoogle's OR-Tools, primarily built in C++, offers software libraries for tackling optimization problems and is available for Python, Java, and C# (.NET).\u003c/p\u003e\n"],["\u003cp\u003eUsers can quickly install OR-Tools for Python using pip with the command \u003ccode\u003epython -m pip install ortools\u003c/code\u003e, preferably within a virtual environment.\u003c/p\u003e\n"],["\u003cp\u003eDetailed installation guides and prerequisites for all supported languages (C++, .NET, Java, Python) are accessible through provided links.\u003c/p\u003e\n"],["\u003cp\u003ePre-built binaries for various operating systems and architectures are available for download, along with source files for custom installations.\u003c/p\u003e\n"],["\u003cp\u003eWhile OR-Tools supports third-party solvers, they necessitate installation from source files.\u003c/p\u003e\n"]]],["OR-Tools, initially created in C++, is accessible via Python, Java, and C#. For Python, install using `python -m pip install ortools`, preferably within a virtual environment. Installation instructions and prerequisites are available for C++, .Net, Java, and Python. Binary distributions, including Python wheel files and prebuilt C++, .Net, and Java archives for various Linux, macOS, and Windows versions, are provided. Source files and older versions can be downloaded, and third-party solver users must install from source.\n"],null,["# Install OR-Tools\n\nGoogle created OR-Tools in C++, but you can also use it with Python, Java, or C#\n(on the .NET platform).\n\nInstall OR-Tools for Python\n---------------------------\n\nThe fastest way to get OR-Tools is to install the Python binary version.\nIf you already have Python (version 3.8+ on Linux, macOS or Windows), and the\nPython package manager [PIP](https://pypi.org/project/pip/), you can install\nOR-Tools as follows: \n\n python -m pip install ortools\n\n| **Tip:** You should install `ortools` in a [virtual environment](https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#)\n\nAfter the installation is complete, you are ready to\n[get started with OR-Tools for Python](/optimization/introduction/python).\n\nTo install OR-Tools for another language or from source, see the next section.\n\nInstallation instructions for all supported languages\n-----------------------------------------------------\n\nFor instructions on installing OR-Tools, as well as the required prerequisites,\nclick one of the following links:\n\n- [OR-Tools for C++](/optimization/install/cpp)\n- [OR-Tools for .Net](/optimization/install/dotnet)\n- [OR-Tools for Java](/optimization/install/java)\n- [OR-Tools for Python](/optimization/install/python)\n\nDownload OR-Tools\n-----------------\n\nIf you're already familiar with installing OR-Tools and just want to download\nthe latest version, you can get it either from a [binary distribution](#binary)\nor the [source file](#source).\n| **Note:** If you plan to use a third-party solver with OR-Tools, you need to install OR-Tools from the source files.\n\nIf you need to install an older version, the\n[OR-Tools release page](https://github.com/google/or-tools/releases) has links\nto downloads for past releases.\n\n### Binary distributions\n\nHere, are links to the OR-Tools binary distributions by language and platform.\n\n#### Python\n\nThe easiest way to install OR-Tools for Python is from the command line,\n[as shown above](#python).\n\nHowever, if you prefer, you can install OR-Tools from one of the Python\n[wheel files](https://pypi.org/project/ortools/#files).\n\n#### C++\n\nC++ OR-Tools prebuilt archives.\n\n##### Linux\n\n- [Almalinux 9](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_almalinux-9_cpp_v9.12.4544.tar.gz)\n- [Alpine Edge](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_alpine-edge_cpp_v9.12.4544.tar.gz)\n- [Debian SID](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-sid_cpp_v9.12.4544.tar.gz)\n- [Debian 12](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-12_cpp_v9.12.4544.tar.gz)\n- [Debian 11](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-11_cpp_v9.12.4544.tar.gz)\n- [Fedora 41](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_fedora-41_cpp_v9.12.4544.tar.gz)\n- [Fedora 40](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_fedora-40_cpp_v9.12.4544.tar.gz)\n- [Rockylinux 9](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_rockylinux-9_cpp_v9.12.4544.tar.gz)\n- [Ubuntu 24.10](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-24.10_cpp_v9.12.4544.tar.gz)\n- [Ubuntu 24.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-24.04_cpp_v9.12.4544.tar.gz)\n- [Ubuntu 22.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-22.04_cpp_v9.12.4544.tar.gz)\n- [Ubuntu 20.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-20.04_cpp_v9.12.4544.tar.gz)\n\n##### macOS\n\n- [macOS M1](https://github.com/google/or-tools/releases/download/v9.12/or-tools_arm64_macOS-15.3.1_cpp_v9.12.4544.tar.gz)\n- [macOS Intel](https://github.com/google/or-tools/releases/download/v9.12/or-tools_x86_64_macOS-15.3.1_cpp_v9.12.4544.tar.gz)\n\n##### Windows\n\n- [Visual Studio 2022](https://github.com/google/or-tools/releases/download/v9.12/or-tools_x64_VisualStudio2022_cpp_v9.12.4544.zip)\n\n#### .Net\n\n.Net OR-Tools prebuilt archives.\n\n##### Linux\n\n- [Almalinux 9](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_almalinux-9_dotnet_v9.12.4544.tar.gz)\n- [Alpine Edge](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_alpine-edge_dotnet_v9.12.4544.tar.gz)\n- [Debian 12](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-12_dotnet_v9.12.4544.tar.gz)\n- [Debian 11](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-11_dotnet_v9.12.4544.tar.gz)\n- [Fedora 41](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_fedora-41_dotnet_v9.12.4544.tar.gz)\n- [Fedora 40](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_fedora-40_dotnet_v9.12.4544.tar.gz)\n- [Rockylinux 9](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_rockylinux-9_dotnet_v9.12.4544.tar.gz)\n- [Ubuntu 24.10](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-24.10_dotnet_v9.12.4544.tar.gz)\n- [Ubuntu 24.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-24.04_dotnet_v9.12.4544.tar.gz)\n- [Ubuntu 22.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-22.04_dotnet_v9.12.4544.tar.gz)\n- [Ubuntu 20.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-20.04_dotnet_v9.12.4544.tar.gz)\n\n##### macOS\n\n- [macOS M1](https://github.com/google/or-tools/releases/download/v9.12/or-tools_arm64_macOS-15.3.1_dotnet_v9.12.4544.tar.gz)\n- [macOS Intel](https://github.com/google/or-tools/releases/download/v9.12/or-tools_x86_64_macOS-15.3.1_dotnet_v9.12.4544.tar.gz)\n\n##### Windows\n\n- [Visual Studio 2022](https://github.com/google/or-tools/releases/download/v9.12/or-tools_x64_VisualStudio2022_dotnet_v9.12.4544.zip)\n\n#### Java\n\nJava OR-Tools prebuilt archives.\n\n##### Linux\n\n- [Almalinux 9](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_almalinux-9_java_v9.12.4544.tar.gz)\n- [Alpine Edge](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_alpine-edge_java_v9.12.4544.tar.gz)\n- [Debian 12](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-12_java_v9.12.4544.tar.gz)\n- [Debian 11](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_debian-11_java_v9.12.4544.tar.gz)\n- [Fedora 41](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_fedora-41_java_v9.12.4544.tar.gz)\n- [Fedora 40](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_fedora-40_java_v9.12.4544.tar.gz)\n- [Rockylinux 9](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_rockylinux-9_java_v9.12.4544.tar.gz)\n- [Ubuntu 24.10](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-24.10_java_v9.12.4544.tar.gz)\n- [Ubuntu 24.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-24.04_java_v9.12.4544.tar.gz)\n- [Ubuntu 22.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-22.04_java_v9.12.4544.tar.gz)\n- [Ubuntu 20.04 LTS](https://github.com/google/or-tools/releases/download/v9.12/or-tools_amd64_ubuntu-20.04_java_v9.12.4544.tar.gz)\n\n##### macOS\n\n- [macOS M1](https://github.com/google/or-tools/releases/download/v9.12/or-tools_arm64_macOS-15.3.1_java_v9.12.4544.tar.gz)\n- [macOS Intel](https://github.com/google/or-tools/releases/download/v9.12/or-tools_x86_64_macOS-15.3.1_java_v9.12.4544.tar.gz)\n\n##### Windows\n\n- [Visual Studio 2022](https://github.com/google/or-tools/releases/download/v9.12/or-tools_x64_VisualStudio2022_java_v9.12.4544.zip)\n\n### Source files\n\nTo get the source files for the latest release of OR-Tools, you can either:\n\n- Download them in a [tar.gz]() or [.zip]() file.\n- Clone them from the [OR-Tools repository on GitHub](https://github.com/google/or-tools).\n\n### Docker\n\nNo official images for OR-Tools on the Google Cloud registry is provided."]]
