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Add AWS Lambda integration guide #10278

Merged
merged 2 commits into from
Jan 7, 2025
Merged

Add AWS Lambda integration guide #10278

merged 2 commits into from
Jan 7, 2025

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charliermarsh
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@charliermarsh charliermarsh commented Jan 2, 2025

Summary

This includes instructions to:

  • Deploy a standalone application.
  • Deploy an application that depends on local libraries (a workspace).
  • Deploy via Docker.
  • Deploy via zip.

There's an accompanying Git repository here: https://github.com/astral-sh/uv-aws-lambda-example.

Closes #8935.

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There are two examples here: a standalone application, and a workspace (with an application and a library).

In the linked Git repo, I only included the former. Should I put the latter somewhere? Only include the latter? Not sure.

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I think only including the former is fine in the example for now. We can create a separate uv-aws-lambda-workspace-example later if we need to?

Comment on lines 129 to 138
And push it to [Amazon Elastic Container Registry (ECR)](https://aws.amazon.com/ecr/) with, e.g.:

```console
$ aws ecr get-login-password --region region | docker login --username AWS --password-stdin aws_account_id.dkr.ecr.region.amazonaws.com
$ docker tag fastapi-app:latest aws_account_id.dkr.ecr.region.amazonaws.com/fastapi-app:latest
$ docker push aws_account_id.dkr.ecr.region.amazonaws.com/fastapi-app:latest
```

Finally, we can deploy the image to AWS Lambda using the AWS CLI or the AWS Management Console.
For details, see the [AWS Lambda documentation](https://docs.aws.amazon.com/lambda/latest/dg/python-image.html).
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Not sure how much to cover here...?

@charliermarsh charliermarsh force-pushed the charlie/aws-lambda branch 2 times, most recently from e60207f to 419695a Compare January 2, 2025 18:17
@charliermarsh charliermarsh added the documentation Improvements or additions to documentation label Jan 2, 2025
@charliermarsh charliermarsh marked this pull request as ready for review January 2, 2025 18:19
@charliermarsh charliermarsh marked this pull request as draft January 2, 2025 18:33
@charliermarsh charliermarsh force-pushed the charlie/aws-lambda branch 5 times, most recently from 5966790 to 168a12e Compare January 2, 2025 18:53
@charliermarsh charliermarsh marked this pull request as ready for review January 2, 2025 18:53
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I followed along with the local commands, though i did not try to deploy to aws.

$ uv export --frozen --no-dev --no-editable -o requirements.txt
$ uv pip install \
--no-compile-bytecode \
--python-platform x86_64-manylinux2014 \

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Might want to include a comment indicating the ARM/Graviton platform name here, and possibly mention the ARM docker images above (public.ecr.aws/lambda/python:3.13-arm64)

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Good call. I added it in a tip.

dependencies = [
# FastAPI is a modern web framework for building APIs with Python.
"fastapi",
# Mangum is a library that adapts ASGI applications to AWS Lambda and API Gateway.
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As a minor note, you could move this out and use a !!! note admonition instead so you can link to the library docs. Don't feel strongly though.

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Thanks all!

@charliermarsh charliermarsh enabled auto-merge (squash) January 7, 2025 18:42
@charliermarsh charliermarsh disabled auto-merge January 7, 2025 18:50
@charliermarsh charliermarsh merged commit 4c0922e into main Jan 7, 2025
80 of 81 checks passed
@charliermarsh charliermarsh deleted the charlie/aws-lambda branch January 7, 2025 18:50
tmeijn pushed a commit to tmeijn/dotfiles that referenced this pull request Jan 22, 2025
This MR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [astral-sh/uv](https://github.com/astral-sh/uv) | patch | `0.5.15` -> `0.5.22` |

MR created with the help of [el-capitano/tools/renovate-bot](https://gitlab.com/el-capitano/tools/renovate-bot).

**Proposed changes to behavior should be submitted there as MRs.**

---

### Release Notes

<details>
<summary>astral-sh/uv (astral-sh/uv)</summary>

### [`v0.5.22`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0522)

[Compare Source](astral-sh/uv@0.5.21...0.5.22)

##### Enhancements

-   Include version and contact information in GitHub User Agent ([#&#8203;10785](astral-sh/uv#10785))

##### Performance

-   Add fast-path for recursive extras in dynamic validation ([#&#8203;10823](astral-sh/uv#10823))
-   Fetch `pyproject.toml` from GitHub API ([#&#8203;10765](astral-sh/uv#10765))
-   Remove allocation in Git SHA truncation ([#&#8203;10801](astral-sh/uv#10801))
-   Skip GitHub fast path when full commit is already known ([#&#8203;10800](astral-sh/uv#10800))

##### Bug fixes

-   Add fallback to build backend when `Requires-Dist` mismatches ([#&#8203;10797](astral-sh/uv#10797))
-   Avoid deserialization error for paths above the root ([#&#8203;10789](astral-sh/uv#10789))
-   Avoid respecting preferences from other indexes ([#&#8203;10782](astral-sh/uv#10782))
-   Disable the distutils setuptools shim during interpreter query ([#&#8203;10819](astral-sh/uv#10819))
-   Omit variant when detecting compatible Python installs ([#&#8203;10722](astral-sh/uv#10722))
-   Remove TOCTOU errors in Git clone ([#&#8203;10758](astral-sh/uv#10758))
-   Validate metadata under GitHub fast path ([#&#8203;10796](astral-sh/uv#10796))
-   Include conflict markers in fork markers ([#&#8203;10818](astral-sh/uv#10818))

##### Error messages

-   Add tag incompatibility hints to sync failures ([#&#8203;10739](astral-sh/uv#10739))
-   Improve log when distutils is missing ([#&#8203;10713](astral-sh/uv#10713))
-   Show non-critical Python discovery errors if no other interpreter is found ([#&#8203;10716](astral-sh/uv#10716))
-   Use colors for lock errors ([#&#8203;10736](astral-sh/uv#10736))

##### Documentation

-   Add testing instructions to the AWS Lambda guide ([#&#8203;10805](astral-sh/uv#10805))

### [`v0.5.21`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0521)

[Compare Source](astral-sh/uv@0.5.20...0.5.21)

##### Enhancements

-   Avoid building dynamic versions when validating lockfile ([#&#8203;10703](astral-sh/uv#10703))

##### Configuration

-   Add `UV_VENV_SEED` environment variable ([#&#8203;10715](astral-sh/uv#10715))

##### Performance

-   Store unsupported tags in wheel filename ([#&#8203;10665](astral-sh/uv#10665))

##### Bug fixes

-   Avoid attempting to patch macOS dylib for non-macOS installs ([#&#8203;10721](astral-sh/uv#10721))
-   Avoid narrowing `requires-python` marker with disjunctions ([#&#8203;10704](astral-sh/uv#10704))
-   Respect environment variable credentials for indexes outside root ([#&#8203;10688](astral-sh/uv#10688))
-   Respect preferences for explicit index dependencies from `requirements.txt` ([#&#8203;10690](astral-sh/uv#10690))
-   Sort preferences by environment, then index ([#&#8203;10700](astral-sh/uv#10700))
-   Ignore permission errors when looking for user-level configuration file ([#&#8203;10697](astral-sh/uv#10697))

##### Documentation

-   Add `SyntaxWarning` compatibility note to bytecode compilation docs ([#&#8203;10701](astral-sh/uv#10701))
-   Add `MACOSX_DEPLOYMENT_TARGET` to the `--python-platform` documentation ([#&#8203;10698](astral-sh/uv#10698))

### [`v0.5.20`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0520)

[Compare Source](astral-sh/uv@0.5.19...0.5.20)

##### Bug fixes

-   Avoid failing when deserializing unknown tags ([#&#8203;10655](astral-sh/uv#10655))

### [`v0.5.19`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0519)

[Compare Source](astral-sh/uv@0.5.18...0.5.19)

##### Enhancements

-   Filter wheels from lockfile based on architecture ([#&#8203;10584](astral-sh/uv#10584))
-   Omit dynamic versions from the lockfile ([#&#8203;10622](astral-sh/uv#10622))
-   Add support for `pip freeze --path` ([#&#8203;10488](astral-sh/uv#10488))
-   Reduce verbosity of inline-metadata message when using `uv run <script.py>` ([#&#8203;10588](astral-sh/uv#10588))
-   Add opt-in Git LFS support ([#&#8203;10335](astral-sh/uv#10335))
-   Recommend `--native-tls` on SSL errors ([#&#8203;10605](astral-sh/uv#10605))
-   Show expected and available ABI tags in resolver errors ([#&#8203;10527](astral-sh/uv#10527))
-   Show target Python version in error messages ([#&#8203;10582](astral-sh/uv#10582))
-   Add `--output-format=json` support to `uv python list` ([#&#8203;10596](astral-sh/uv#10596))

##### Python

The managed Python distributions have been updated, including:

-   Python 3.14 support on Windows
-   Python 3.14.0a4 support
-   64-bit RISC-V Linux support
-   Bundled `libedit` updated from [`2021091`](https://github.com/astral-sh/uv/commit/20210910)-3.1 -> [`2024080`](https://github.com/astral-sh/uv/commit/20240808)-3.1
-   Bundled `tcl/tk` updated from 8.6.12 -> 8.6.14 (for all Python versions on Unix, only for Python 3.14 on Windows)

See the [`python-build-standalone` release notes](https://github.com/astral-sh/python-build-standalone/releases/tag/20250115) for more details.

##### Performance

-   Avoid allocating when stripping source distribution extension ([#&#8203;10625](astral-sh/uv#10625))
-   Reduce `WheelFilename` to 48 bytes ([#&#8203;10583](astral-sh/uv#10583))
-   Reduce distribution size to 200 bytes ([#&#8203;10601](astral-sh/uv#10601))
-   Remove `import re` from entrypoint wrapper scripts ([#&#8203;10627](astral-sh/uv#10627))
-   Shrink size of platform tag enum ([#&#8203;10546](astral-sh/uv#10546))
-   Use `ArcStr` in verbatim URL ([#&#8203;10600](astral-sh/uv#10600))
-   Use `memchr` for wheel parsing ([#&#8203;10620](astral-sh/uv#10620))

##### Bug fixes

-   Avoid reading symlinks during `uv python install` on Windows ([#&#8203;10639](astral-sh/uv#10639))
-   Correct Pyston tag format ([#&#8203;10580](astral-sh/uv#10580))
-   Provide `pyproject.toml` path for parse errors in `uv venv` ([#&#8203;10553](astral-sh/uv#10553))
-   Don't treat `setuptools` and `wheel` as seed packages in uv sync on Python 3.12 ([#&#8203;10572](astral-sh/uv#10572))
-   Fix git-tag cache-key reader in case of slashes ([#&#8203;10467](astral-sh/uv#10467)) ([#&#8203;10500](astral-sh/uv#10500))
-   Include build tag in rendered wheel filenames ([#&#8203;10599](astral-sh/uv#10599))
-   Patch embedded install path for Python dylib on macOS during `python install` ([#&#8203;10629](astral-sh/uv#10629))
-   Read cached registry distributions when `--config-settings` are present ([#&#8203;10578](astral-sh/uv#10578))
-   Show resolver hints for packages with markers ([#&#8203;10607](astral-sh/uv#10607))

##### Documentation

-   Add meta titles to documents in guides, excluding integration documents ([#&#8203;10539](astral-sh/uv#10539))
-   Remove `build-system` from example workspace rot ([#&#8203;10636](astral-sh/uv#10636))

##### Preview features

-   Make build backend type annotations more generic ([#&#8203;10549](astral-sh/uv#10549))

### [`v0.5.18`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0518)

[Compare Source](astral-sh/uv@0.5.17...0.5.18)

##### Bug fixes

-   Avoid forking for identical markers ([#&#8203;10490](astral-sh/uv#10490))
-   Avoid panic in `uv remove` when only comments exist ([#&#8203;10484](astral-sh/uv#10484))
-   Revert "improve shell compatibility of venv activate scripts ([#&#8203;10397](astral-sh/uv#10397))" ([#&#8203;10497](astral-sh/uv#10497))

### [`v0.5.17`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0517)

[Compare Source](astral-sh/uv@0.5.16...0.5.17)

This release includes support for generating lockfiles from scripts based on inline metadata, as defined in PEP 723.

By default, scripts remain unlocked, and must be locked explicitly with `uv lock --script /path/to/script.py`, which
will generate a lockfile adjacent to the script (e.g., `script.py.lock`). Once generated, the lockfile will be
respected (and updated, if necessary) across `uv run --script`, `uv add --script`, and `uv remove --script` invocations.

This release also includes support for `uv export --script` and `uv tree --script`. Both commands support PEP 723
scripts with and without accompanying lockfiles.

##### Enhancements

-   Add support for locking PEP 723 scripts ([#&#8203;10135](astral-sh/uv#10135))
-   Respect PEP 723 script lockfiles in `uv run` ([#&#8203;10136](astral-sh/uv#10136))
-   Update PEP 723 lockfile in `uv add --script` ([#&#8203;10145](astral-sh/uv#10145))
-   Update PEP 723 lockfile in `uv remove --script` ([#&#8203;10162](astral-sh/uv#10162))
-   Add `--script` support to `uv export` for PEP 723 scripts ([#&#8203;10160](astral-sh/uv#10160))
-   Add `--script` support to `uv tree` for PEP 723 scripts ([#&#8203;10159](astral-sh/uv#10159))
-   Add `ls` alias to `uv {tool, python, pip} list` ([#&#8203;10240](astral-sh/uv#10240))
-   Allow reading `--with-requirements` from stdin in `uv add` and `uv run` ([#&#8203;10447](astral-sh/uv#10447))
-   Warn-and-ignore for unsupported `requirements.txt` options ([#&#8203;10420](astral-sh/uv#10420))

##### Preview features

-   Add remaining Python type annotations to build backend ([#&#8203;10434](astral-sh/uv#10434))

##### Performance

-   Avoid allocating for names in the PEP 508 parser ([#&#8203;10476](astral-sh/uv#10476))
-   Fetch concurrently for non-first-match index strategies ([#&#8203;10432](astral-sh/uv#10432))
-   Remove unnecessary `.to_string()` call ([#&#8203;10419](astral-sh/uv#10419))
-   Respect sentinels in package prioritization ([#&#8203;10443](astral-sh/uv#10443))
-   Use `ArcStr` for marker values ([#&#8203;10453](astral-sh/uv#10453))
-   Use `ArcStr` for package, extra, and group names ([#&#8203;10475](astral-sh/uv#10475))
-   Use `matches!` rather than `contains` in `requirements.txt` parsing ([#&#8203;10423](astral-sh/uv#10423))
-   Use faster disjointness check for markers ([#&#8203;10439](astral-sh/uv#10439))
-   Pre-compute PEP 508 markers from universal markers ([#&#8203;10472](astral-sh/uv#10472))

##### Bug fixes

-   Fix `UV_FIND_LINKS` delimiter to split on commas ([#&#8203;10477](astral-sh/uv#10477))
-   Improve `uv tool list` output when tool environment is broken ([#&#8203;10409](astral-sh/uv#10409))
-   Only track markers for compatible versions ([#&#8203;10457](astral-sh/uv#10457))
-   Respect `requires-python` when installing tools ([#&#8203;10401](astral-sh/uv#10401))
-   Visit proxy packages eagerly ([#&#8203;10441](astral-sh/uv#10441))
-   Improve shell compatibility of `venv` activate scripts ([#&#8203;10397](astral-sh/uv#10397))
-   Read publish username from URL ([#&#8203;10469](astral-sh/uv#10469))

##### Documentation

-   Add Lambda layer instructions to AWS Lambda guide ([#&#8203;10411](astral-sh/uv#10411))
-   Add `uv lock --script` to the docs ([#&#8203;10414](astral-sh/uv#10414))
-   Use Windows-specific instructions in Jupyter guide ([#&#8203;10446](astral-sh/uv#10446))

### [`v0.5.16`](https://github.com/astral-sh/uv/blob/HEAD/CHANGELOG.md#0516)

[Compare Source](astral-sh/uv@0.5.15...0.5.16)

##### Enhancements

-   Accept full requirements in `uv remove` ([#&#8203;10338](astral-sh/uv#10338))

##### Performance

-   Avoid over-counting versions in batch prefetcher ([#&#8203;10350](astral-sh/uv#10350))
-   Deactivate tracing for version-choosing ([#&#8203;10351](astral-sh/uv#10351))
-   Force a niche into `VersionSmall` ([#&#8203;10385](astral-sh/uv#10385))
-   Optimize `requirements_for_extra` ([#&#8203;10348](astral-sh/uv#10348))
-   Re-enable `zlib-ng` on x86 platforms ([#&#8203;10365](astral-sh/uv#10365))
-   Re-enable zlib-ng on all platforms (except s390x, PowerPC, and FreeBSD) ([#&#8203;10370](astral-sh/uv#10370))
-   Remove `[u64; 4]` from small version to move `Arc` to full version ([#&#8203;10345](astral-sh/uv#10345))
-   Shrink `Dist` from 352 to 288 bytes ([#&#8203;10389](astral-sh/uv#10389))
-   Speed up file pins by removing nested hash map ([#&#8203;10346](astral-sh/uv#10346))
-   Buffer file reads in `serde_json::from_reader` ([#&#8203;10341](astral-sh/uv#10341))

##### Bug fixes

-   Avoid enforcing project-level required version for `uv self` ([#&#8203;10374](astral-sh/uv#10374))
-   Fix Ruff linting warnings from generated template files for extension modules ([#&#8203;10371](astral-sh/uv#10371))

##### Documentation

-   Add AWS Lambda integration guide ([#&#8203;10278](astral-sh/uv#10278))

</details>

---

### Configuration

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🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever MR becomes conflicted, or you tick the rebase/retry checkbox.

🔕 **Ignore**: Close this MR and you won't be reminded about this update again.

---

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---

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AWS Lambda Docker example
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