<?xml version="1.0" encoding="utf-8"?>
<feed xml:lang="en-us" xmlns="http://www.w3.org/2005/Atom"><title>Simon Willison's Weblog: dustin-ingram</title><link href="http://simonwillison.net/" rel="alternate"/><link href="http://simonwillison.net/tags/dustin-ingram.atom" rel="self"/><id>http://simonwillison.net/</id><updated>2024-11-14T19:56:49+00:00</updated><author><name>Simon Willison</name></author><entry><title>PyPI now supports digital attestations</title><link href="https://simonwillison.net/2024/Nov/14/pypi-digital-attestations/#atom-tag" rel="alternate"/><published>2024-11-14T19:56:49+00:00</published><updated>2024-11-14T19:56:49+00:00</updated><id>https://simonwillison.net/2024/Nov/14/pypi-digital-attestations/#atom-tag</id><summary type="html">
    
&lt;p&gt;&lt;strong&gt;&lt;a href="https://blog.pypi.org/posts/2024-11-14-pypi-now-supports-digital-attestations/"&gt;PyPI now supports digital attestations&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
Dustin Ingram:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;PyPI package maintainers can now publish signed digital attestations when publishing, in order to further increase trust in the supply-chain security of their projects. Additionally, a new API is available for consumers and installers to verify published attestations.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;This has been in the works for a while, and is another component of PyPI's approach to supply chain security for Python packaging - see &lt;a href="https://peps.python.org/pep-0740/"&gt;PEP 740 – Index support for digital attestations&lt;/a&gt; for all of the underlying details.&lt;/p&gt;
&lt;p&gt;A key problem this solves is cryptographically linking packages published on PyPI to the exact source code that was used to build those packages. In the absence of this feature there are no guarantees that the &lt;code&gt;.tar.gz&lt;/code&gt; or &lt;code&gt;.whl&lt;/code&gt; file you download from PyPI hasn't been tampered with (to add malware, for example) in a way that's not visible in the published source code.&lt;/p&gt;
&lt;p&gt;These new attestations provide a mechanism for proving that a known, trustworthy build system was used to generate and publish the package, starting with its source code on GitHub.&lt;/p&gt;
&lt;p&gt;The good news is that if you're using the PyPI Trusted Publishers mechanism in GitHub Actions to publish packages, you're already using this new system. I wrote about that system in January: &lt;a href="https://simonwillison.net/2024/Jan/16/python-lib-pypi/"&gt;Publish Python packages to PyPI with a python-lib cookiecutter template and GitHub Actions&lt;/a&gt; - and hundreds of my own PyPI packages are already using that system, thanks to my various cookiecutter templates.&lt;/p&gt;
&lt;p&gt;Trail of Bits helped build this feature, and provide extra background about it on their own blog in &lt;a href="https://blog.trailofbits.com/2024/11/14/attestations-a-new-generation-of-signatures-on-pypi/"&gt;Attestations: A new generation of signatures on PyPI&lt;/a&gt;:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;&lt;a href="https://github.com/pypa/gh-action-pypi-publish/releases/tag/v1.11.0"&gt;As of October 29&lt;/a&gt;, attestations are the default for anyone using Trusted Publishing via the &lt;a href="https://github.com/marketplace/actions/pypi-publish"&gt;PyPA publishing action for GitHub&lt;/a&gt;. That means roughly 20,000 packages can now attest to their provenance &lt;em&gt;by default&lt;/em&gt;, with no changes needed.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;They also built &lt;a href="https://trailofbits.github.io/are-we-pep740-yet/"&gt;Are we PEP 740 yet?&lt;/a&gt; (&lt;a href="https://github.com/trailofbits/are-we-pep740-yet/blob/a87a8895dd238d14af50aaa2675c81060aa52846/utils.py#L31-L72"&gt;key implementation here&lt;/a&gt;) to track the rollout of attestations across the 360 most downloaded packages from PyPI. It works by hitting URLs such as &lt;a href="https://pypi.org/simple/pydantic/"&gt;https://pypi.org/simple/pydantic/&lt;/a&gt; with a &lt;code&gt;Accept: application/vnd.pypi.simple.v1+json&lt;/code&gt; header - &lt;a href="https://gist.github.com/simonw/8cf8a850739e2865cf3b9a74e6461b28"&gt;here's the JSON that returns&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;I published an alpha package using Trusted Publishers last night and the &lt;a href="https://pypi.org/project/llm/0.18a0/#llm-0.18a0-py3-none-any.whl"&gt;files for that release&lt;/a&gt; are showing the new provenance information already:&lt;/p&gt;
&lt;p&gt;&lt;img alt="Provenance. The following attestation bundles were made for llm-0.18a0-py3-none-any.whl: Publisher: publish.yml on simonw/llm Attestations: Statement type: https://in-toto.io/Statement/v1 Predicate type: https://docs.pypi.org/attestations/publish/v1 Subject name: llm-0.18a0-py3-none-any.whl Subject digest: dde9899583172e6434971d8cddeb106bb535ae4ee3589cb4e2d525a4526976da Sigstore transparency entry: 148798240 Sigstore integration time: about 18 hours ago" src="https://static.simonwillison.net/static/2024/provenance.jpg" /&gt;&lt;/p&gt;
&lt;p&gt;Which links to &lt;a href="https://search.sigstore.dev/?logIndex=148798240"&gt;this Sigstore log entry&lt;/a&gt; with more details, including &lt;a href="https://github.com/simonw/llm/tree/041730d8b2bc12f62cfe41c44b62a03ef4790117"&gt;the Git hash&lt;/a&gt; that was used to build the package:&lt;/p&gt;
&lt;p&gt;&lt;img alt="X509v3 extensions:   Key Usage (critical):   - Digital Signature   Extended Key Usage:   - Code Signing   Subject Key Identifier:   - 4E:D8:B4:DB:C1:28:D5:20:1A:A0:14:41:2F:21:07:B4:4E:EF:0B:F1   Authority Key Identifier:     keyid: DF:D3:E9:CF:56:24:11:96:F9:A8:D8:E9:28:55:A2:C6:2E:18:64:3F   Subject Alternative Name (critical):     url:     - https://github.com/simonw/llm/.github/workflows/publish.yml@refs/tags/0.18a0   OIDC Issuer: https://token.actions.githubusercontent.com   GitHub Workflow Trigger: release   GitHub Workflow SHA: 041730d8b2bc12f62cfe41c44b62a03ef4790117   GitHub Workflow Name: Publish Python Package   GitHub Workflow Repository: simonw/llm   GitHub Workflow Ref: refs/tags/0.18a0   OIDC Issuer (v2): https://token.actions.githubusercontent.com   Build Signer URI: https://github.com/simonw/llm/.github/workflows/publish.yml@refs/tags/0.18a0   Build Signer Digest: 041730d8b2bc12f62cfe41c44b62a03ef4790117" src="https://static.simonwillison.net/static/2024/sigstore.jpg" /&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href="https://www.sigstore.dev/"&gt;Sigstore&lt;/a&gt; is a transparency log maintained by &lt;a href="https://en.wikipedia.org/wiki/Open_Source_Security_Foundation"&gt;Open Source Security Foundation (OpenSSF)&lt;/a&gt;, a sub-project of the Linux Foundation.

    &lt;p&gt;&lt;small&gt;&lt;/small&gt;Via &lt;a href="https://news.ycombinator.com/item?id=42136375"&gt;Hacker News&lt;/a&gt;&lt;/small&gt;&lt;/p&gt;


    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/github"&gt;github&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/packaging"&gt;packaging&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/pypi"&gt;pypi&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/python"&gt;python&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/github-actions"&gt;github-actions&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/psf"&gt;psf&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/supply-chain"&gt;supply-chain&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/dustin-ingram"&gt;dustin-ingram&lt;/a&gt;&lt;/p&gt;



</summary><category term="github"/><category term="packaging"/><category term="pypi"/><category term="python"/><category term="github-actions"/><category term="psf"/><category term="supply-chain"/><category term="dustin-ingram"/></entry><entry><title>Powering the Python Package Index in 2021</title><link href="https://simonwillison.net/2021/May/14/powering-the-python-package-index-in-2021/#atom-tag" rel="alternate"/><published>2021-05-14T04:50:59+00:00</published><updated>2021-05-14T04:50:59+00:00</updated><id>https://simonwillison.net/2021/May/14/powering-the-python-package-index-in-2021/#atom-tag</id><summary type="html">
    
&lt;p&gt;&lt;strong&gt;&lt;a href="https://dustingram.com/articles/2021/04/14/powering-the-python-package-index-in-2021/"&gt;Powering the Python Package Index in 2021&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
PyPI now serves “nearly 900 terabytes over more than 2 billion requests per day”. Bandwidth is donated by Fastly, a value estimated at 1.8 million dollars per month! Lots more detail about how PyPI has evolved over the past years in this post by Dustin Ingram.


    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/pypi"&gt;pypi&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/python"&gt;python&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/fastly"&gt;fastly&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/dustin-ingram"&gt;dustin-ingram&lt;/a&gt;&lt;/p&gt;



</summary><category term="pypi"/><category term="python"/><category term="fastly"/><category term="dustin-ingram"/></entry><entry><title>Ministry of Silly Runtimes: Vintage Python on Cloud Run</title><link href="https://simonwillison.net/2019/Apr/9/vintage-python-on-cloud-run/#atom-tag" rel="alternate"/><published>2019-04-09T17:33:47+00:00</published><updated>2019-04-09T17:33:47+00:00</updated><id>https://simonwillison.net/2019/Apr/9/vintage-python-on-cloud-run/#atom-tag</id><summary type="html">
    
&lt;p&gt;&lt;strong&gt;&lt;a href="https://dev.to/di/ministry-of-silly-runtimes-vintage-python-on-cloud-run-3b9d"&gt;Ministry of Silly Runtimes: Vintage Python on Cloud Run&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
Cloud Run is an exciting new hosting service from Google that lets you define a container using a Dockerfile and then run that container in a “scale to zero” environment, so you only pay for time spent serving traffic. It’s similar to the now-deprecated Zeit Now 1.0 which inspired me to create Datasette. Here Dustin Ingram demonstrates how powerful Docker can be as the underlying abstraction by deploying a web app using a 25 year old version of Python 1.x.

    &lt;p&gt;&lt;small&gt;&lt;/small&gt;Via &lt;a href="https://twitter.com/jacobian/status/1115665262215352320"&gt;@jacobian&lt;/a&gt;&lt;/small&gt;&lt;/p&gt;


    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/cloud"&gt;cloud&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/python"&gt;python&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/zeit-now"&gt;zeit-now&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/docker"&gt;docker&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/datasette"&gt;datasette&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/cloudrun"&gt;cloudrun&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/dustin-ingram"&gt;dustin-ingram&lt;/a&gt;&lt;/p&gt;



</summary><category term="cloud"/><category term="python"/><category term="zeit-now"/><category term="docker"/><category term="datasette"/><category term="cloudrun"/><category term="dustin-ingram"/></entry></feed>