{"ok": true, "database": "tils", "table": "til", "rows": [{"path": "docker_emulate-s390x-with-qemu.md", "topic": "docker", "title": "Emulating a big-endian s390x with QEMU", "url": "https://github.com/simonw/til/blob/main/docker/emulate-s390x-with-qemu.md", "body": "I got [a bug report](https://github.com/simonw/sqlite-fts4/issues/6) concerning my [sqlite-fts4](https://github.com/simonw/sqlite-fts4) project running on PPC64 and s390x architectures.\n\nThe s390x is an [IBM mainframe architecture](https://en.wikipedia.org/wiki/Linux_on_IBM_Z), which I found glamorous!\n\nThe bug related to those machines being big-endian v.s. my software being tested on little-endian machines. My first attempt at fixing it (see [this TIL](https://til.simonwillison.net/python/struct-endianness)) turned out not to be correct. I really needed a way to test agaist an emulated s390x machine with big-endian byte order.\n\nI figured out how to do that using Docker for Mac and QEMU.\n\n## multiarch/qemu-user-static:register\n\nThis is the first command to run. It does something magical to your Docker installation:\n\n    docker run --rm --privileged multiarch/qemu-user-static:register --reset\n\nThe [qemu-user-static README](https://github.com/multiarch/qemu-user-static/blob/master/README.md) says:\n\n> `multiarch/qemu-user-static` and `multiarch/qemu-user-static:register` images execute the register script that registers below kind of `/proc/sys/fs/binfmt_misc/qemu-$arch` files for all supported processors except the current one in it when running the container.\n\nIt continues:\n\n> The `--reset` option is implemented at the register script that executes find `/proc/sys/fs/binfmt_misc -type f -name 'qemu-*' -exec sh -c 'echo -1 > {}' \\;` to remove `binfmt_misc` entry files before register the entry.\n\nI don't understand what this means. But running this command was essential for the next command to work.\n\n## multiarch/ubuntu-core:s390x-focal\n\nHaving run that command, the following command drops you into a shell in an emulated s390x machine running Ubuntu Focal:\n\n    docker run -it multiarch/ubuntu-core:s390x-focal /bin/bash\n\nUsing `-focal` gives you Python 3.8. I previously tried `s390x-bionic` but that gave me Python 3.6.\n\nYou don't actually get Python until you install it, like so:\n\n    apt-get -y update && apt-get -y install python3\n\nThis will take a while. I think it's slower because the hardware is being emulated.\n\nNow you can check the Python version and confirm that the byte order is big-endian like this:\n\n```\nroot@ea63e288ce49:/# python3 --version\nPython 3.8.10\nroot@ea63e288ce49:/# python3 -c 'import sys; print(sys.byteorder)'\nbig\n```\n\n## Doing this in GitHub Actions\n\nI figured out the [following recipe](https://github.com/simonw/playing-with-actions-2/blob/4408f8136b8b37160685e8961742eb11589b3f66/.github/workflows/qemu.yml) for running this in GitHub Actions.\n\nIn this example I'm cloning my `sqlite-fts4` repo and running the tests in it as well:\n\n```yaml\nname: QEMU to run s390x-focal\n\non:\n  push:\n  workflow_dispatch:\n\njobs:\n  one:\n    runs-on: ubuntu-latest\n    steps:\n    - name: Setup multiarch/qemu-user-static\n      run: |\n        docker run --rm --privileged multiarch/qemu-user-static:register --reset\n    - name: ubuntu-core:s390x-focal\n      uses: docker://multiarch/ubuntu-core:s390x-focal\n      with:\n        args: >\n          bash -c\n          \"uname -a &&\n          lscpu | grep Endian &&\n          apt-get -y update &&\n          apt-get -y install python3 git python3.8-venv &&\n          python3 --version &&\n          python3 -c 'import sys; print(sys.byteorder)' &&\n          git clone https://github.com/simonw/sqlite-fts4 &&\n          cd sqlite-fts4 &&\n          python3 -m venv venv &&\n          source venv/bin/activate &&\n          pip install -e '.[test]' &&\n          pytest\n          \"\n```", "html": "<p>I got <a href=\"https://github.com/simonw/sqlite-fts4/issues/6\">a bug report</a> concerning my <a href=\"https://github.com/simonw/sqlite-fts4\">sqlite-fts4</a> project running on PPC64 and s390x architectures.</p>\n<p>The s390x is an <a href=\"https://en.wikipedia.org/wiki/Linux_on_IBM_Z\" rel=\"nofollow\">IBM mainframe architecture</a>, which I found glamorous!</p>\n<p>The bug related to those machines being big-endian v.s. my software being tested on little-endian machines. My first attempt at fixing it (see <a href=\"https://til.simonwillison.net/python/struct-endianness\" rel=\"nofollow\">this TIL</a>) turned out not to be correct. I really needed a way to test agaist an emulated s390x machine with big-endian byte order.</p>\n<p>I figured out how to do that using Docker for Mac and QEMU.</p>\n<h2>\n<a id=\"user-content-multiarchqemu-user-staticregister\" class=\"anchor\" href=\"#multiarchqemu-user-staticregister\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>multiarch/qemu-user-static:register</h2>\n<p>This is the first command to run. It does something magical to your Docker installation:</p>\n<pre><code>docker run --rm --privileged multiarch/qemu-user-static:register --reset\n</code></pre>\n<p>The <a href=\"https://github.com/multiarch/qemu-user-static/blob/master/README.md\">qemu-user-static README</a> says:</p>\n<blockquote>\n<p><code>multiarch/qemu-user-static</code> and <code>multiarch/qemu-user-static:register</code> images execute the register script that registers below kind of <code>/proc/sys/fs/binfmt_misc/qemu-$arch</code> files for all supported processors except the current one in it when running the container.</p>\n</blockquote>\n<p>It continues:</p>\n<blockquote>\n<p>The <code>--reset</code> option is implemented at the register script that executes find <code>/proc/sys/fs/binfmt_misc -type f -name 'qemu-*' -exec sh -c 'echo -1 &gt; {}' \\;</code> to remove <code>binfmt_misc</code> entry files before register the entry.</p>\n</blockquote>\n<p>I don't understand what this means. But running this command was essential for the next command to work.</p>\n<h2>\n<a id=\"user-content-multiarchubuntu-cores390x-focal\" class=\"anchor\" href=\"#multiarchubuntu-cores390x-focal\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>multiarch/ubuntu-core:s390x-focal</h2>\n<p>Having run that command, the following command drops you into a shell in an emulated s390x machine running Ubuntu Focal:</p>\n<pre><code>docker run -it multiarch/ubuntu-core:s390x-focal /bin/bash\n</code></pre>\n<p>Using <code>-focal</code> gives you Python 3.8. I previously tried <code>s390x-bionic</code> but that gave me Python 3.6.</p>\n<p>You don't actually get Python until you install it, like so:</p>\n<pre><code>apt-get -y update &amp;&amp; apt-get -y install python3\n</code></pre>\n<p>This will take a while. I think it's slower because the hardware is being emulated.</p>\n<p>Now you can check the Python version and confirm that the byte order is big-endian like this:</p>\n<pre><code>root@ea63e288ce49:/# python3 --version\nPython 3.8.10\nroot@ea63e288ce49:/# python3 -c 'import sys; print(sys.byteorder)'\nbig\n</code></pre>\n<h2>\n<a id=\"user-content-doing-this-in-github-actions\" class=\"anchor\" href=\"#doing-this-in-github-actions\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Doing this in GitHub Actions</h2>\n<p>I figured out the <a href=\"https://github.com/simonw/playing-with-actions-2/blob/4408f8136b8b37160685e8961742eb11589b3f66/.github/workflows/qemu.yml\">following recipe</a> for running this in GitHub Actions.</p>\n<p>In this example I'm cloning my <code>sqlite-fts4</code> repo and running the tests in it as well:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">QEMU to run s390x-focal</span>\n\n<span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">push</span>:\n  <span class=\"pl-ent\">workflow_dispatch</span>:\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">one</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Setup multiarch/qemu-user-static</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        docker run --rm --privileged multiarch/qemu-user-static:register --reset</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">ubuntu-core:s390x-focal</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">docker://multiarch/ubuntu-core:s390x-focal</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">args</span>: <span class=\"pl-s\">&gt;</span>\n<span class=\"pl-s\">          bash -c</span>\n<span class=\"pl-s\">          \"uname -a &amp;&amp;</span>\n<span class=\"pl-s\">          lscpu | grep Endian &amp;&amp;</span>\n<span class=\"pl-s\">          apt-get -y update &amp;&amp;</span>\n<span class=\"pl-s\">          apt-get -y install python3 git python3.8-venv &amp;&amp;</span>\n<span class=\"pl-s\">          python3 --version &amp;&amp;</span>\n<span class=\"pl-s\">          python3 -c 'import sys; print(sys.byteorder)' &amp;&amp;</span>\n<span class=\"pl-s\">          git clone https://github.com/simonw/sqlite-fts4 &amp;&amp;</span>\n<span class=\"pl-s\">          cd sqlite-fts4 &amp;&amp;</span>\n<span class=\"pl-s\">          python3 -m venv venv &amp;&amp;</span>\n<span class=\"pl-s\">          source venv/bin/activate &amp;&amp;</span>\n<span class=\"pl-s\">          pip install -e '.[test]' &amp;&amp;</span>\n<span class=\"pl-s\">          pytest</span>\n<span class=\"pl-s\">          \"</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, 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