From 350de68cc9feb5449f97e24fa8463f4f951bb395 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Thu, 6 Aug 2026 20:16:21 +0530 Subject: [PATCH 01/13] feat(metaflow): derive @pypi packages map from pyproject.toml / uv.lock Adds get_packages_from_uv_lock and get_packages_from_pyproject so a flow's @pypi_base cannot drift from what the project actually installs. Prefer the uv.lock variant: it emits resolved versions and exact commit SHAs for git dependencies, so a bake is reproducible instead of tracking whatever main points at today. Emits the root project's direct dependencies only, not the transitive closure -- lock entries are marker-gated per platform, so pinning the whole graph would break a bake anywhere but the machine that resolved it. A name locked at two versions behind different resolution markers is left unpinned for the same reason. Returns {} when the file is not found, which keeps remote tasks working: they re-import the flow module in a container holding only .py files, by which point the image is already baked from the client-resolved map. Project files are located by walking up from the launch directory, since an installed package cannot resolve the flow repo from __file__; pass project_root to override. Declares packaging as a direct dependency -- get_packages_from_pyproject uses it for PEP 508 parsing and it was only present transitively. Co-Authored-By: Claude Opus 5 --- README.md | 1 + docs/metaflow/pypi_packages.md | 101 +++++ pyproject.toml | 1 + src/ds_platform_utils/metaflow/__init__.py | 3 + .../metaflow/pypi_packages.py | 386 ++++++++++++++++++ .../metaflow/test__pypi_packages.py | 145 +++++++ uv.lock | 2 + 7 files changed, 639 insertions(+) create mode 100644 docs/metaflow/pypi_packages.md create mode 100644 src/ds_platform_utils/metaflow/pypi_packages.py create mode 100644 tests/unit_tests/metaflow/test__pypi_packages.py diff --git a/README.md b/README.md index 8f2ddb7..e7369da 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ ## Metaflow API Docs - [BatchInferencePipeline](docs/metaflow/batch_inference_pipeline.md) +- [get_packages_from_pyproject / get_packages_from_uv_lock](docs/metaflow/pypi_packages.md) - [make_pydantic_parser_fn](docs/metaflow/make_pydantic_parser_fn.md) - [publish](docs/metaflow/publish.md) - [publish_pandas](docs/metaflow/publish_pandas.md) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md new file mode 100644 index 0000000..4182696 --- /dev/null +++ b/docs/metaflow/pypi_packages.md @@ -0,0 +1,101 @@ +# `get_packages_from_pyproject` / `get_packages_from_uv_lock` + +Source: `ds_platform_utils.metaflow.pypi_packages` + +Derives the `packages={...}` map for Metaflow's `@pypi` / `@pypi_base` from your flow repo's +own dependency declarations, so the decorator cannot drift from what the project installs. + +## Which one to use + +| | Reads | Emits | Use when | +| --- | --- | --- | --- | +| `get_packages_from_uv_lock` | `uv.lock` | resolved versions (`"2.3.2"`), git commit SHAs | **Preferred.** The repo has a lockfile and you want reproducible bakes. | +| `get_packages_from_pyproject` | `pyproject.toml` | declared constraints (`">=2"`) | No lockfile, or you deliberately want the loose constraint re-resolved at bake time. | + +The lockfile variant is the safer default: a `>=` constraint in `pyproject.toml` — or a git +dependency pinned to `rev = "main"` — means two bakes a week apart can produce different +images. `uv.lock` records what was actually resolved, including the commit SHA. + +## Signature + +```python +get_packages_from_uv_lock( + groups: Optional[Union[str, list]] = None, + project_root: Optional[Union[str, Path]] = None, +) -> dict + +get_packages_from_pyproject( + groups: Optional[Union[str, list]] = None, + project_root: Optional[Union[str, Path]] = None, +) -> dict +``` + +## Parameters + +| Parameter | Type | Required | Description | +| -------------- | --------------------------------- | -------: | ---------------------------------------------------------------------------------------------------------------------- | +| `groups` | `str \| list[str]` | No | Dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default — groups are optional. | +| `project_root` | `str \| Path` | No | Directory holding `uv.lock` / `pyproject.toml`. Defaults to searching upward from the launch directory. | + +**Returns:** `dict` of package name → version, ready for `@pypi(packages=...)`. + +## Typical usage + +```python +from metaflow import FlowSpec, pypi_base, step + +from ds_platform_utils.metaflow import get_packages_from_uv_lock + + +@pypi_base(python="3.11", packages=get_packages_from_uv_lock()) +class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) + + @step + def end(self): + pass +``` + +## What it does + +- Emits the **root project's direct dependencies only**, not the full transitive closure. + Lock entries are marker-gated per platform (`appnope` on darwin, `colorama` on win32), so + pinning the whole graph would break a bake on any platform but the one that resolved it. + `@pypi` resolves transitives itself from the pinned roots. +- Renders non-PyPI dependencies as PEP 508 direct references (`@ git+https://...@`), + which `@pypi` passes through to pip verbatim. `[tool.uv.sources]` tables and uv.lock's + single-URL git form are both flattened to what pip understands. +- Leaves a dependency **unpinned** (`""`) when the lock holds it at more than one version + behind different resolution markers — pinning either one would break the other platform. +- Follows `{include-group = ...}` chains in `[dependency-groups]` (the lockfile variant needs + no such handling; uv flattens groups when it writes the lock). +- Returns `{}` when the file cannot be found, which is what makes remote tasks work: a remote + task re-imports the flow module — re-evaluating the decorator — inside a container whose + code package holds only `.py` files. The image was already baked from the map resolved on + the client, so nothing is lost. + +## Finding the project root + +Because this ships as an installed package, it cannot resolve your repo from `__file__` — +that points into `site-packages`. Instead it walks up from the directory the flow was launched +from, so both of these work: + +```bash +python flows/my_flow.py run # from the repo root +cd flows && python my_flow.py run +``` + +Pass `project_root=` explicitly if the flow is launched from outside the repo. + +## Errors + +Both functions raise `ValueError` rather than silently emitting a map that will fail at bake +time: + +- a requested group is not declared / recorded +- a `[tool.uv.sources]` or lock `source` is `path` or `workspace` — local-only, so a remote + task cannot fetch it +- a root dependency is missing from the lock (stale lockfile — run `uv lock`) +- `[dependency-groups]` contains a circular `include-group` chain diff --git a/pyproject.toml b/pyproject.toml index 8a865fe..3b0bf86 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,6 +19,7 @@ dependencies = [ "jinja2", "sqlparse>=0.5.3", "polars>=1.36.1", + "packaging", ] [dependency-groups] diff --git a/src/ds_platform_utils/metaflow/__init__.py b/src/ds_platform_utils/metaflow/__init__.py index 5a88f4f..0631cd4 100644 --- a/src/ds_platform_utils/metaflow/__init__.py +++ b/src/ds_platform_utils/metaflow/__init__.py @@ -1,11 +1,14 @@ from .batch_inference_pipeline import BatchInferencePipeline from .pandas import publish_pandas, query_pandas_from_snowflake +from .pypi_packages import get_packages_from_pyproject, get_packages_from_uv_lock from .restore_step_state import restore_step_state from .validate_config import make_pydantic_parser_fn from .write_audit_publish import publish __all__ = [ "BatchInferencePipeline", + "get_packages_from_pyproject", + "get_packages_from_uv_lock", "make_pydantic_parser_fn", "publish", "publish_pandas", diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py new file mode 100644 index 0000000..cf7d4ff --- /dev/null +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -0,0 +1,386 @@ +"""Derive a Metaflow ``@pypi`` packages map from a flow repo's dependency declarations. + +Keeping the dependency list in one place means a flow's `@pypi_base` cannot drift from what +the project actually installs. Two entry points, same output contract, differing only in +where the versions come from: + +- [`get_packages_from_pyproject`][ds_platform_utils.metaflow.get_packages_from_pyproject] + reads `pyproject.toml`, so a dependency is pinned exactly as loosely as it was declared. +- [`get_packages_from_uv_lock`][ds_platform_utils.metaflow.get_packages_from_uv_lock] reads + `uv.lock`, so every version is the resolved one -- including exact commit SHAs for git + dependencies, which makes a bake reproducible instead of tracking whatever `main` points + at today. +""" + +import sys + +# Python versions 3.11+ ship with a version of Tomli: the tomllib standard library module. +# https://pypi.org/project/tomli/ +if sys.version_info >= (3, 11): + import tomllib +else: + import tomli as tomllib + +from pathlib import Path +from typing import Optional, Tuple, Union +from urllib.parse import parse_qs, urlsplit, urlunsplit + +#: uv.lock `source` keys that mean "this is the local project, not something to install". +_LOCAL_SOURCE_KEYS = ("virtual", "editable", "directory") + + +def _find_project_file(filename: str, project_root: Optional[Union[str, Path]] = None) -> Optional[Path]: + """Locate a dependency-declaration file in the flow repo calling this function. + + An installed package cannot resolve the project root from `__file__` -- that points into + `site-packages`, not the flow repo. So the search starts at the directory Metaflow was + launched from and walks up, which finds the file whether the flow was run as + `python flows/my_flow.py run` from the repo root or from inside `flows/` itself. + + Args: + filename: file to look for, e.g. `"uv.lock"` + project_root: directory to look in, skipping the upward search. Pass this when the + flow is launched from outside the repo. + + Returns: + The path to the file, or `None` when it is nowhere to be found. + + """ + if project_root is not None: + candidate = Path(project_root) / filename + return candidate if candidate.is_file() else None + + start = Path.cwd().resolve() + for directory in (start, *start.parents): + candidate = directory / filename + if candidate.is_file(): + return candidate + return None + + +def _uv_source_to_direct_reference(name: str, source: dict) -> str: + """Render a `[tool.uv.sources]` entry as a PEP 508 direct reference. + + uv's table syntax (`{ git = "...", rev = "main" }`) means nothing to pip, so it has to be + flattened into the `git+@` form pip understands. + + Args: + name: the dependency name the source is declared for, used in the error message + source: the source table, e.g. `{"git": "https://...", "rev": "main"}` + + """ + if "git" in source: + url = f"git+{source['git']}" + # uv allows rev / tag / branch; all three land on the same pip fragment. + ref = source.get("rev") or source.get("tag") or source.get("branch") + if ref: + url = f"{url}@{ref}" + elif "url" in source: + url = source["url"] + else: + raise ValueError( + f"[tool.uv.sources] entry for {name!r} cannot be installed by @pypi: {source!r}. Only git and " + "url sources are fetchable from a remote task -- path and workspace sources are local-only." + ) + if source.get("subdirectory"): + url = f"{url}#subdirectory={source['subdirectory']}" + # metaflow passes a version through verbatim when it starts with "@", which is + # exactly the PEP 508 direct-reference separator. + return f"@ {url}" + + +def _lock_source_to_direct_reference(name: str, source: dict) -> str: + """Render a uv.lock `source` table as a PEP 508 direct reference. + + uv stores a git source as a single URL carrying the ref in the query string and the + resolved commit in the fragment: + + ``` + https://github.com/patterninc/ds-platform-utils.git?rev=main#06ead9f0189289... + ``` + + pip wants `git+@`, so the URL is taken apart and reassembled around the commit + SHA -- the SHA, not `main`, because that is what makes the build repeatable. + + Args: + name: the package name, used in the error message + source: the lock's `source` table, e.g. `{"git": "https://...#"}` + + """ + if "git" in source: + parts = urlsplit(source["git"]) + # fragment holds the resolved commit; fall back to the requested ref if a lock + # was written without one. + query = parse_qs(parts.query) + ref = parts.fragment or next( + (query[key][0] for key in ("rev", "tag", "branch") if key in query), + None, + ) + url = "git+" + urlunsplit((parts.scheme, parts.netloc, parts.path, "", "")) + if ref: + url = f"{url}@{ref}" + if "subdirectory" in query: + url = f"{url}#subdirectory={query['subdirectory'][0]}" + return f"@ {url}" + if "url" in source: + return f"@ {source['url']}" + raise ValueError( + f"uv.lock source for {name!r} cannot be installed by @pypi: {source!r}. Only git and url sources " + "are fetchable from a remote task -- path and workspace sources are local-only." + ) + + +def _split_lock_packages(lock: dict, lock_path: Path) -> Tuple[dict, dict]: + """Split a parsed uv.lock into its root project entry and its installable packages. + + Args: + lock: the parsed lock + lock_path: the file it came from, used in the error message + + Returns: + `(root, entries)`, where `entries` maps a name to the *list* of lock entries under + it -- a name resolved differently per platform appears more than once. + + """ + entries: dict = {} + root = None + for package in lock.get("package", []): + source = package.get("source", {}) + if any(key in source for key in _LOCAL_SOURCE_KEYS): + # the repo itself -- it is the thing depending on everything else, not a dep. + root = package + continue + # a name locked at several versions (different resolution markers) is ambiguous; + # keep them all so it can be left unpinned rather than pinned to an arbitrary one. + entries.setdefault(package["name"], []).append(package) + + if root is None: + raise ValueError(f"no root project entry found in {lock_path} -- expected a package with a local source") + return root, entries + + +def _flatten_group(group: str, declared: dict, path: Tuple[str, ...] = ()) -> list: + """Expand one PEP 735 dependency group into a flat list of requirement strings. + + A group entry is normally a requirement string, but it can also be + `{include-group = "other"}`, which pulls in another group wholesale -- so the expansion + recurses. + + Args: + group: name of the group to expand + declared: the whole `[dependency-groups]` table + path: groups already being expanded further up the recursion, used to catch an + include cycle instead of blowing the stack + + """ + if group in path: + raise ValueError("circular include-group chain in [dependency-groups]: " + " -> ".join(path + (group,))) + try: + entries = declared[group] + except KeyError: + raise ValueError( + f"dependency group {group!r} is not declared in [dependency-groups]. " + f"Declared groups: {', '.join(sorted(declared)) or '(none)'}" + ) from None + + requirements = [] + for entry in entries: + if isinstance(entry, dict): + try: + included = entry["include-group"] + except KeyError: + raise ValueError(f"unsupported entry in dependency group {group!r}: {entry!r}") from None + requirements.extend(_flatten_group(included, declared, path + (group,))) + else: + requirements.append(entry) + return requirements + + +def get_packages_from_pyproject( + groups: Optional[Union[str, list]] = None, + project_root: Optional[Union[str, Path]] = None, +) -> dict: + """Build the `@pypi` packages map from a flow repo's `pyproject.toml`. + + Dependencies declared in `[tool.uv.sources]` are not on PyPI, so they are emitted as git + direct references and built from source by pip rather than resolved by name. + + Prefer [`get_packages_from_uv_lock`][ds_platform_utils.metaflow.get_packages_from_uv_lock] + when the repo has a lockfile: this function can only pass on what was declared, so an + open-ended `>=` constraint stays open-ended and two bakes a week apart may not match. + + Returns an empty map when `pyproject.toml` cannot be found. A remote task re-imports the + flow module -- and therefore re-evaluates the decorator -- inside a container whose code + package holds only `.py` files, so the file is missing there. By that point the image has + already been baked from the map resolved on the client, so nothing needs to be + re-derived; without this the remote task dies on `FileNotFoundError`. + + Example usage: + + ```python + from metaflow import FlowSpec, pypi_base, step + + from ds_platform_utils.metaflow import get_packages_from_pyproject + + + @pypi_base(python="3.11", packages=get_packages_from_pyproject()) + class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) + + @step + def end(self): + pass + ``` + + Args: + groups: names of `[dependency-groups]` to add on top of the project's runtime + dependencies, e.g. `["dev"]`. Groups are optional by definition, so none are + included unless asked for. `{include-group = ...}` references are followed. A + name declared in more than one requested group takes its last-seen constraint. + project_root: directory holding `pyproject.toml`. Defaults to searching upward from + the directory the flow was launched from. + + Returns: + A map of package name -> version constraint, ready to hand to `@pypi(packages=...)`. + + """ + from packaging.requirements import Requirement + from packaging.utils import canonicalize_name + + if isinstance(groups, str): + # a bare string would otherwise iterate character by character + groups = [groups] + + toml_path = _find_project_file("pyproject.toml", project_root) + if toml_path is None: + return {} + + with open(toml_path, "rb") as f: + pyproject = tomllib.load(f) + + sources = { + canonicalize_name(name): (name, source) + for name, source in pyproject.get("tool", {}).get("uv", {}).get("sources", {}).items() + } + + requirements = list(pyproject["project"]["dependencies"]) + if groups: + declared = pyproject.get("dependency-groups", {}) + for group in groups: + requirements.extend(_flatten_group(group, declared)) + + packages = {} + for dep in requirements: + req = Requirement(dep) + source = sources.get(canonicalize_name(req.name)) + if source: + packages[req.name] = _uv_source_to_direct_reference(*source) + continue + specifiers = list(req.specifier) + # metaflow prepends "==" to a bare version but passes <, >, !, ~, @ through + # verbatim, so an "==" pin has to be handed over as the bare version. + if len(specifiers) == 1 and specifiers[0].operator == "==": + packages[req.name] = specifiers[0].version + else: + packages[req.name] = str(req.specifier) + return packages + + +def get_packages_from_uv_lock( + groups: Optional[Union[str, list]] = None, + project_root: Optional[Union[str, Path]] = None, +) -> dict: + """Build the `@pypi` packages map from a flow repo's `uv.lock`. + + Emits the root project's direct runtime dependencies pinned to their locked versions, so + the image Metaflow bakes matches the environment `uv sync` gives you locally. Dependency + groups are excluded unless named in `groups`, since uv keeps them in a separate table and + they are optional by definition. + + Deliberately *not* the full transitive closure: lock entries are marker-gated per + platform (`appnope` on darwin, `colorama` on win32) and one name can be locked at two + versions behind different resolution markers, so pinning the whole graph would break a + bake for any platform but this one. `@pypi` resolves transitives itself from these pinned + roots. A name locked more than once is emitted unpinned for the same reason. + + Returns an empty map when `uv.lock` cannot be found, for the same reason + [`get_packages_from_pyproject`][ds_platform_utils.metaflow.get_packages_from_pyproject] + does when `pyproject.toml` is missing -- a remote task re-imports the flow module inside a + container whose code package holds only `.py` files. The image is already baked from the + map resolved on the client by then, so nothing is lost. + + Example usage: + + ```python + from metaflow import FlowSpec, pypi_base, step + + from ds_platform_utils.metaflow import get_packages_from_uv_lock + + + @pypi_base(python="3.11", packages=get_packages_from_uv_lock()) + class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) + + @step + def end(self): + pass + ``` + + Args: + groups: names of dependency groups to add on top of the runtime dependencies, e.g. + `["dev"]`. uv resolves `include-group` references when it writes the lock, so the + groups recorded here are already flat. + project_root: directory holding `uv.lock`. Defaults to searching upward from the + directory the flow was launched from. + + Returns: + A map of package name -> locked version, ready to hand to `@pypi(packages=...)`. + + """ + if isinstance(groups, str): + # a bare string would otherwise iterate character by character + groups = [groups] + + lock_path = _find_project_file("uv.lock", project_root) + if lock_path is None: + return {} + + with open(lock_path, "rb") as f: + lock = tomllib.load(f) + + root, entries = _split_lock_packages(lock, lock_path) + + dependencies = list(root.get("dependencies", [])) + if groups: + declared = root.get("dev-dependencies", {}) + for group in groups: + try: + dependencies.extend(declared[group]) + except KeyError: + raise ValueError( + f"dependency group {group!r} is not recorded in {lock_path}. " + f"Groups present: {', '.join(sorted(declared)) or '(none)'}" + ) from None + + packages = {} + for dep in dependencies: + name = dep["name"] + locked = entries.get(name, []) + if not locked: + raise ValueError(f"{name!r} is a dependency of the root project but is missing from {lock_path}") + if len(locked) > 1: + # resolved differently per platform -- hand it to @pypi unpinned. + packages[name] = "" + continue + package = locked[0] + source = package.get("source", {}) + if "registry" in source: + # metaflow prepends "==" to a bare version. + packages[name] = package["version"] + else: + packages[name] = _lock_source_to_direct_reference(name, source) + return packages diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py new file mode 100644 index 0000000..a66e9ad --- /dev/null +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -0,0 +1,145 @@ +import textwrap +from pathlib import Path + +import pytest + +from ds_platform_utils.metaflow import get_packages_from_pyproject, get_packages_from_uv_lock + +PYPROJECT = textwrap.dedent(""" + [project] + name = "my-flows" + dependencies = [ + "pandas", + "pydantic>=2", + "sqlparse==0.5.3", + "ds-platform-utils", + ] + + [dependency-groups] + dev = ["pytest>=8", {include-group = "lint"}] + lint = ["ruff>=0.11"] + + [tool.uv.sources] + ds-platform-utils = { git = "https://github.com/patterninc/ds-platform-utils.git", rev = "main" } +""") + +UV_LOCK = textwrap.dedent(""" + version = 1 + + [[package]] + name = "my-flows" + version = "0.1.0" + source = { virtual = "." } + dependencies = [ + { name = "pandas" }, + { name = "polars" }, + { name = "ds-platform-utils" }, + ] + + [package.dev-dependencies] + dev = [{ name = "pytest" }] + + [[package]] + name = "pandas" + version = "2.3.2" + source = { registry = "https://pypi.org/simple" } + + [[package]] + name = "polars" + version = "1.36.1" + source = { registry = "https://pypi.org/simple" } + resolution-markers = ["python_full_version >= '3.12'"] + + [[package]] + name = "polars" + version = "1.30.0" + source = { registry = "https://pypi.org/simple" } + resolution-markers = ["python_full_version < '3.12'"] + + [[package]] + name = "ds-platform-utils" + version = "0.5.1" + source = { git = "https://github.com/patterninc/ds-platform-utils.git?rev=main#06ead9f018928951" } + + [[package]] + name = "pytest" + version = "8.4.1" + source = { registry = "https://pypi.org/simple" } +""") + + +@pytest.fixture +def project_root(tmp_path: Path) -> Path: + (tmp_path / "pyproject.toml").write_text(PYPROJECT) + (tmp_path / "uv.lock").write_text(UV_LOCK) + return tmp_path + + +def test_pyproject_passes_declared_constraints_through(project_root: Path): + packages = get_packages_from_pyproject(project_root=project_root) + # an unconstrained dep is emitted unpinned, and an "==" pin is handed over bare because + # metaflow prepends "==" itself + assert packages["pandas"] == "" + assert packages["pydantic"] == ">=2" + assert packages["sqlparse"] == "0.5.3" + + +def test_pyproject_renders_uv_source_as_direct_reference(project_root: Path): + packages = get_packages_from_pyproject(project_root=project_root) + assert packages["ds-platform-utils"] == "@ git+https://github.com/patterninc/ds-platform-utils.git@main" + + +def test_pyproject_follows_include_group(project_root: Path): + packages = get_packages_from_pyproject(groups=["dev"], project_root=project_root) + assert packages["pytest"] == ">=8" + # pulled in via {include-group = "lint"} + assert packages["ruff"] == ">=0.11" + + +def test_pyproject_rejects_undeclared_group(project_root: Path): + with pytest.raises(ValueError, match="is not declared in"): + get_packages_from_pyproject(groups=["nope"], project_root=project_root) + + +def test_uv_lock_pins_resolved_versions(project_root: Path): + packages = get_packages_from_uv_lock(project_root=project_root) + assert packages["pandas"] == "2.3.2" + + +def test_uv_lock_pins_git_dep_to_resolved_commit(project_root: Path): + packages = get_packages_from_uv_lock(project_root=project_root) + # the SHA from the URL fragment, not the requested "main" -- that is what makes it repeatable + assert packages["ds-platform-utils"] == ( + "@ git+https://github.com/patterninc/ds-platform-utils.git@06ead9f018928951" + ) + + +def test_uv_lock_leaves_multi_version_dep_unpinned(project_root: Path): + packages = get_packages_from_uv_lock(project_root=project_root) + # locked at 1.36.1 and 1.30.0 behind different resolution markers, so pinning either + # would break a bake on the other python version + assert packages["polars"] == "" + + +def test_uv_lock_excludes_groups_unless_asked(project_root: Path): + assert "pytest" not in get_packages_from_uv_lock(project_root=project_root) + assert get_packages_from_uv_lock(groups="dev", project_root=project_root)["pytest"] == "8.4.1" + + +def test_uv_lock_rejects_unrecorded_group(project_root: Path): + with pytest.raises(ValueError, match="is not recorded in"): + get_packages_from_uv_lock(groups=["nope"], project_root=project_root) + + +def test_returns_empty_map_when_files_are_missing(tmp_path: Path): + # stands in for a remote task, whose code package holds only .py files + assert get_packages_from_pyproject(project_root=tmp_path) == {} + assert get_packages_from_uv_lock(project_root=tmp_path) == {} + + +def test_finds_project_files_by_walking_up_from_cwd(project_root: Path, monkeypatch: pytest.MonkeyPatch): + nested = project_root / "flows" / "nested" + nested.mkdir(parents=True) + monkeypatch.chdir(nested) + assert get_packages_from_uv_lock()["pandas"] == "2.3.2" + assert get_packages_from_pyproject()["pydantic"] == ">=2" diff --git a/uv.lock b/uv.lock index daeb61b..c27e994 100644 --- a/uv.lock +++ b/uv.lock @@ -484,6 +484,7 @@ source = { editable = "." } dependencies = [ { name = "jinja2" }, { name = "outerbounds" }, + { name = "packaging" }, { name = "pandas" }, { name = "polars", version = "1.36.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" }, { name = "polars", version = "1.38.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, @@ -509,6 +510,7 @@ dev = [ requires-dist = [ { name = "jinja2" }, { name = "outerbounds", specifier = ">=0.3.159" }, + { name = "packaging" }, { name = "pandas" }, { name = "polars", specifier = ">=1.36.1" }, { name = "pyarrow" }, From e3ffd478ae07077bea812044e0581058826a1672 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Mon, 10 Aug 2026 14:48:15 +0530 Subject: [PATCH 02/13] feat(pypi): refactor to use uv_pypi and uv_pypi_base decorators - Updated README.md to reflect changes in the decorators used for PyPI package management. - Modified pypi_packages.md to describe the new `uv_pypi_base` and `uv_pypi` decorators, replacing the previous `get_packages_from_pyproject` and `get_packages_from_uv_lock` functions. - Refactored the __init__.py file to import the new decorators. - Updated pypi_packages.py to implement the new decorators and their functionality. - Adjusted unit tests to validate the new decorators and their behavior, ensuring compatibility with existing functionality. --- README.md | 2 +- docs/metaflow/pypi_packages.md | 148 ++++-- src/ds_platform_utils/metaflow/__init__.py | 6 +- .../metaflow/pypi_packages.py | 495 +++++++++++------- .../metaflow/test__pypi_packages.py | 178 +++++-- 5 files changed, 546 insertions(+), 283 deletions(-) diff --git a/README.md b/README.md index e7369da..c8049a7 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ ## Metaflow API Docs - [BatchInferencePipeline](docs/metaflow/batch_inference_pipeline.md) -- [get_packages_from_pyproject / get_packages_from_uv_lock](docs/metaflow/pypi_packages.md) +- [uv_pypi_base / uv_pypi](docs/metaflow/pypi_packages.md) - [make_pydantic_parser_fn](docs/metaflow/make_pydantic_parser_fn.md) - [publish](docs/metaflow/publish.md) - [publish_pandas](docs/metaflow/publish_pandas.md) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index 4182696..ae80051 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -1,80 +1,119 @@ -# `get_packages_from_pyproject` / `get_packages_from_uv_lock` +# `uv_pypi_base` / `uv_pypi` Source: `ds_platform_utils.metaflow.pypi_packages` -Derives the `packages={...}` map for Metaflow's `@pypi` / `@pypi_base` from your flow repo's -own dependency declarations, so the decorator cannot drift from what the project installs. +Builds a Metaflow `@pypi` / `@pypi_base` environment from your flow repo's own dependency +declarations, so the decorator cannot drift from what the project installs. -## Which one to use +## Start here -| | Reads | Emits | Use when | -| --- | --- | --- | --- | -| `get_packages_from_uv_lock` | `uv.lock` | resolved versions (`"2.3.2"`), git commit SHAs | **Preferred.** The repo has a lockfile and you want reproducible bakes. | -| `get_packages_from_pyproject` | `pyproject.toml` | declared constraints (`">=2"`) | No lockfile, or you deliberately want the loose constraint re-resolved at bake time. | - -The lockfile variant is the safer default: a `>=` constraint in `pyproject.toml` — or a git -dependency pinned to `rev = "main"` — means two bakes a week apart can produce different -images. `uv.lock` records what was actually resolved, including the commit SHA. - -## Signature +`@uv_pypi_base` is `@pypi_base` with the Python version and packages filled in from `uv.lock`: ```python -get_packages_from_uv_lock( - groups: Optional[Union[str, list]] = None, - project_root: Optional[Union[str, Path]] = None, -) -> dict +from metaflow import FlowSpec, step -get_packages_from_pyproject( - groups: Optional[Union[str, list]] = None, - project_root: Optional[Union[str, Path]] = None, -) -> dict -``` +from ds_platform_utils.metaflow import uv_pypi_base -## Parameters -| Parameter | Type | Required | Description | -| -------------- | --------------------------------- | -------: | ---------------------------------------------------------------------------------------------------------------------- | -| `groups` | `str \| list[str]` | No | Dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default — groups are optional. | -| `project_root` | `str \| Path` | No | Directory holding `uv.lock` / `pyproject.toml`. Defaults to searching upward from the launch directory. | +@uv_pypi_base +class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) -**Returns:** `dict` of package name → version, ready for `@pypi(packages=...)`. + @step + def end(self): + pass +``` -## Typical usage +That's the whole environment — no `python=`, no `packages=`, nothing to keep in sync. Call it +when there is something to configure: ```python -from metaflow import FlowSpec, pypi_base, step +@uv_pypi_base # derive everything +@uv_pypi_base(groups=["dev"]) # add a dependency group +@uv_pypi_base(python="3.11") # override the derived interpreter +@uv_pypi_base(disabled=True) # skip environment creation +``` -from ds_platform_utils.metaflow import get_packages_from_uv_lock +### One step instead of the whole flow +`@uv_pypi` is the same thing scoped to a step, delegating to `@pypi`: -@pypi_base(python="3.11", packages=get_packages_from_uv_lock()) +```python class MyFlow(FlowSpec): + @uv_pypi(groups=["train"]) @step - def start(self): - self.next(self.end) + def train(self): ... +``` - @step - def end(self): - pass +### Where the Python version comes from + +Checked in order of how concrete each source is: + +| | Source | Example | +| --: | --- | --- | +| 1 | `.python-version` — the interpreter uv pinned | `3.11`, or `cpython@3.11` | +| 2 | `requires-python` in `uv.lock`, else `pyproject.toml` — a range, so its **floor** is used | `">=3.11,<3.13"` → `3.11` | +| 3 | The running interpreter | | + +Upper bounds are ignored: `<3.13` says nothing about what the project runs *on*. Pass +`python=` to bypass all three. + +> **Note:** this repo pins `3.9` in `.python-version`, so a bare `@uv_pypi_base` here yields +> `python="3.9"` — not the `"3.11"` you may have hand-written in a decorator before. That is +> the intended behavior: the flow now builds on the interpreter the project actually uses. + +## Signatures + +```python +uv_pypi_base( + flow=None, # supplied by Python in the bare form + *, + groups: Optional[Union[str, list]] = None, + python: Optional[str] = None, + project_root: Optional[Union[str, Path]] = None, + disabled: Optional[bool] = None, +) # the decorated flow, or a decorator + +uv_pypi( + step=None, + *, + groups: Optional[Union[str, list]] = None, + python: Optional[str] = None, + project_root: Optional[Union[str, Path]] = None, + disabled: Optional[bool] = None, +) # the decorated step, or a decorator ``` -## What it does +## Parameters + +| Parameter | Type | Required | Description | +| -------------- | ------------------ | -------: | ----------------------------------------------------------------------------------------------------------------------- | +| `groups` | `str \| list[str]` | No | Dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default — groups are optional. | +| `python` | `str` | No | Overrides the version derived from the project, e.g. `"3.11"`. | +| `project_root` | `str \| Path` | No | Directory holding the project files. Defaults to searching upward from the launch directory. | +| `disabled` | `bool` | No | Forwarded to Metaflow to skip environment creation without removing the decorator. | + +## How the packages are derived - Emits the **root project's direct dependencies only**, not the full transitive closure. Lock entries are marker-gated per platform (`appnope` on darwin, `colorama` on win32), so pinning the whole graph would break a bake on any platform but the one that resolved it. `@pypi` resolves transitives itself from the pinned roots. -- Renders non-PyPI dependencies as PEP 508 direct references (`@ git+https://...@`), - which `@pypi` passes through to pip verbatim. `[tool.uv.sources]` tables and uv.lock's - single-URL git form are both flattened to what pip understands. +- Renders non-PyPI dependencies as PEP 508 direct references (`@ git+https://...@`), which + `@pypi` passes through to pip verbatim. uv records a git source as one URL carrying the ref in + the query string and the resolved commit in the fragment; that gets taken apart and + reassembled around the **commit SHA**, which is what makes the build repeatable. - Leaves a dependency **unpinned** (`""`) when the lock holds it at more than one version behind different resolution markers — pinning either one would break the other platform. -- Follows `{include-group = ...}` chains in `[dependency-groups]` (the lockfile variant needs - no such handling; uv flattens groups when it writes the lock). -- Returns `{}` when the file cannot be found, which is what makes remote tasks work: a remote - task re-imports the flow module — re-evaluating the decorator — inside a container whose - code package holds only `.py` files. The image was already baked from the map resolved on - the client, so nothing is lost. +- Emits **nothing** when `uv.lock` cannot be found, which is what makes remote tasks work: a + remote task re-imports the flow module — re-evaluating the decorator — inside a container + whose code package holds only `.py` files. The image was already baked from the environment + resolved on the client, so nothing is lost. + +Everything above comes from `uv.lock`, so run `uv lock` after changing a dependency or the +flow will bake the previous version. ## Finding the project root @@ -91,11 +130,12 @@ Pass `project_root=` explicitly if the flow is launched from outside the repo. ## Errors -Both functions raise `ValueError` rather than silently emitting a map that will fail at bake -time: +Decoration raises `ValueError` rather than silently building an environment that will fail at +bake time, so these surface the moment the flow module is imported: -- a requested group is not declared / recorded -- a `[tool.uv.sources]` or lock `source` is `path` or `workspace` — local-only, so a remote - task cannot fetch it +- a requested group is not recorded in the lock +- a lock `source` is `path` or `workspace` — local-only, so a remote task cannot fetch it - a root dependency is missing from the lock (stale lockfile — run `uv lock`) -- `[dependency-groups]` contains a circular `include-group` chain + +Metaflow raises `BadFlowDecoratorException` if `@uv_pypi_base` is applied to something that is +not a `FlowSpec`, and there is a matching check for `@uv_pypi` on steps. diff --git a/src/ds_platform_utils/metaflow/__init__.py b/src/ds_platform_utils/metaflow/__init__.py index 0631cd4..fbe1c5c 100644 --- a/src/ds_platform_utils/metaflow/__init__.py +++ b/src/ds_platform_utils/metaflow/__init__.py @@ -1,17 +1,17 @@ from .batch_inference_pipeline import BatchInferencePipeline from .pandas import publish_pandas, query_pandas_from_snowflake -from .pypi_packages import get_packages_from_pyproject, get_packages_from_uv_lock +from .pypi_packages import uv_pypi, uv_pypi_base from .restore_step_state import restore_step_state from .validate_config import make_pydantic_parser_fn from .write_audit_publish import publish __all__ = [ "BatchInferencePipeline", - "get_packages_from_pyproject", - "get_packages_from_uv_lock", "make_pydantic_parser_fn", "publish", "publish_pandas", "query_pandas_from_snowflake", "restore_step_state", + "uv_pypi", + "uv_pypi_base", ] diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index cf7d4ff..1cec1c9 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -1,15 +1,26 @@ -"""Derive a Metaflow ``@pypi`` packages map from a flow repo's dependency declarations. - -Keeping the dependency list in one place means a flow's `@pypi_base` cannot drift from what -the project actually installs. Two entry points, same output contract, differing only in -where the versions come from: - -- [`get_packages_from_pyproject`][ds_platform_utils.metaflow.get_packages_from_pyproject] - reads `pyproject.toml`, so a dependency is pinned exactly as loosely as it was declared. -- [`get_packages_from_uv_lock`][ds_platform_utils.metaflow.get_packages_from_uv_lock] reads - `uv.lock`, so every version is the resolved one -- including exact commit SHAs for git - dependencies, which makes a bake reproducible instead of tracking whatever `main` points - at today. +"""Build a Metaflow ``@pypi`` environment from a flow repo's dependency declarations. + +Describing the environment in one place means a flow cannot drift from what the project +actually installs. + +[`uv_pypi_base`][ds_platform_utils.metaflow.uv_pypi_base] is the whole thing -- Metaflow's +`@pypi_base` with the Python version and packages filled in from uv.lock: + +```python +@uv_pypi_base +class MyFlow(FlowSpec): ... +``` + +[`uv_pypi`][ds_platform_utils.metaflow.uv_pypi] is its step-level counterpart, delegating to +`@pypi`. Those two decorators are the entire public surface of this module. + +Everything below them is internal: `_get_pypi_kwargs` assembles the arguments both decorators +pass on, over `_get_packages_from_uv_lock` for the packages and `_find_python_version` for the +interpreter. + +Versions come from `uv.lock` rather than the constraints in pyproject.toml, so every one is +the version uv actually resolved -- including exact commit SHAs for git dependencies. That is +what makes a bake reproducible instead of tracking whatever `main` points at today. """ import sys @@ -58,35 +69,85 @@ def _find_project_file(filename: str, project_root: Optional[Union[str, Path]] = return None -def _uv_source_to_direct_reference(name: str, source: dict) -> str: - """Render a `[tool.uv.sources]` entry as a PEP 508 direct reference. +def _load_toml(path: Path) -> dict: + """Parse a TOML file. - uv's table syntax (`{ git = "...", rev = "main" }`) means nothing to pip, so it has to be - flattened into the `git+@` form pip understands. + Args: + path: the file to read + + """ + with open(path, "rb") as f: + return tomllib.load(f) + + +def _requires_python_floor(project_root: Optional[Union[str, Path]] = None) -> Optional[str]: + """Read the lowest Python version the project claims to support. + + `requires-python` is a range, not a version, so the floor is the only concrete thing in + it -- `">=3.11,<3.13"` means the project is built to run on 3.11. uv.lock is checked + before pyproject.toml because the lock records the range the dependency graph was + actually resolved against. Args: - name: the dependency name the source is declared for, used in the error message - source: the source table, e.g. `{"git": "https://...", "rev": "main"}` + project_root: directory holding the project files. Defaults to searching upward from + the directory the flow was launched from. + + Returns: + A `"."` string, or `None` when neither file declares a floor. """ - if "git" in source: - url = f"git+{source['git']}" - # uv allows rev / tag / branch; all three land on the same pip fragment. - ref = source.get("rev") or source.get("tag") or source.get("branch") - if ref: - url = f"{url}@{ref}" - elif "url" in source: - url = source["url"] - else: - raise ValueError( - f"[tool.uv.sources] entry for {name!r} cannot be installed by @pypi: {source!r}. Only git and " - "url sources are fetchable from a remote task -- path and workspace sources are local-only." - ) - if source.get("subdirectory"): - url = f"{url}#subdirectory={source['subdirectory']}" - # metaflow passes a version through verbatim when it starts with "@", which is - # exactly the PEP 508 direct-reference separator. - return f"@ {url}" + from packaging.specifiers import SpecifierSet + from packaging.version import Version + + requires = None + lock_path = _find_project_file("uv.lock", project_root) + if lock_path is not None: + requires = _load_toml(lock_path).get("requires-python") + if not requires: + toml_path = _find_project_file("pyproject.toml", project_root) + if toml_path is not None: + requires = _load_toml(toml_path).get("project", {}).get("requires-python") + if not requires: + return None + + # ">=3.11" and "~=3.11" pin a floor; "==3.11.*" pins it exactly. "<3.13" says nothing + # about what the project runs on, so upper bounds are ignored. + floors = [ + Version(spec.version.rstrip(".*")) for spec in SpecifierSet(requires) if spec.operator in (">=", "==", "~=") + ] + if not floors: + return None + floor = max(floors) + return f"{floor.major}.{floor.minor}" + + +def _find_python_version(project_root: Optional[Union[str, Path]] = None) -> str: + """Work out which Python version the flow's environment should be built on. + + Checked in order of how concrete each source is: + + 1. `.python-version` -- the exact interpreter uv pinned and built the venv from. + 2. `requires-python` in uv.lock or pyproject.toml -- a range, so the floor is used. + 3. The running interpreter, which on a remote task is the one already baked into the + image, so falling through to it is harmless. + + Args: + project_root: directory holding the project files. Defaults to searching upward from + the directory the flow was launched from. + + Returns: + A version string such as `"3.11"`, ready to hand to `@pypi(python=...)`. + + """ + pin_path = _find_project_file(".python-version", project_root) + if pin_path is not None: + for line in pin_path.read_text().splitlines(): + line = line.split("#", 1)[0].strip() + if line: + # uv allows an implementation prefix, e.g. "cpython@3.11" or "pypy@3.10" + return line.rpartition("@")[2] + + return _requires_python_floor(project_root) or f"{sys.version_info.major}.{sys.version_info.minor}" def _lock_source_to_direct_reference(name: str, source: dict) -> str: @@ -159,136 +220,7 @@ def _split_lock_packages(lock: dict, lock_path: Path) -> Tuple[dict, dict]: return root, entries -def _flatten_group(group: str, declared: dict, path: Tuple[str, ...] = ()) -> list: - """Expand one PEP 735 dependency group into a flat list of requirement strings. - - A group entry is normally a requirement string, but it can also be - `{include-group = "other"}`, which pulls in another group wholesale -- so the expansion - recurses. - - Args: - group: name of the group to expand - declared: the whole `[dependency-groups]` table - path: groups already being expanded further up the recursion, used to catch an - include cycle instead of blowing the stack - - """ - if group in path: - raise ValueError("circular include-group chain in [dependency-groups]: " + " -> ".join(path + (group,))) - try: - entries = declared[group] - except KeyError: - raise ValueError( - f"dependency group {group!r} is not declared in [dependency-groups]. " - f"Declared groups: {', '.join(sorted(declared)) or '(none)'}" - ) from None - - requirements = [] - for entry in entries: - if isinstance(entry, dict): - try: - included = entry["include-group"] - except KeyError: - raise ValueError(f"unsupported entry in dependency group {group!r}: {entry!r}") from None - requirements.extend(_flatten_group(included, declared, path + (group,))) - else: - requirements.append(entry) - return requirements - - -def get_packages_from_pyproject( - groups: Optional[Union[str, list]] = None, - project_root: Optional[Union[str, Path]] = None, -) -> dict: - """Build the `@pypi` packages map from a flow repo's `pyproject.toml`. - - Dependencies declared in `[tool.uv.sources]` are not on PyPI, so they are emitted as git - direct references and built from source by pip rather than resolved by name. - - Prefer [`get_packages_from_uv_lock`][ds_platform_utils.metaflow.get_packages_from_uv_lock] - when the repo has a lockfile: this function can only pass on what was declared, so an - open-ended `>=` constraint stays open-ended and two bakes a week apart may not match. - - Returns an empty map when `pyproject.toml` cannot be found. A remote task re-imports the - flow module -- and therefore re-evaluates the decorator -- inside a container whose code - package holds only `.py` files, so the file is missing there. By that point the image has - already been baked from the map resolved on the client, so nothing needs to be - re-derived; without this the remote task dies on `FileNotFoundError`. - - Example usage: - - ```python - from metaflow import FlowSpec, pypi_base, step - - from ds_platform_utils.metaflow import get_packages_from_pyproject - - - @pypi_base(python="3.11", packages=get_packages_from_pyproject()) - class MyFlow(FlowSpec): - @step - def start(self): - self.next(self.end) - - @step - def end(self): - pass - ``` - - Args: - groups: names of `[dependency-groups]` to add on top of the project's runtime - dependencies, e.g. `["dev"]`. Groups are optional by definition, so none are - included unless asked for. `{include-group = ...}` references are followed. A - name declared in more than one requested group takes its last-seen constraint. - project_root: directory holding `pyproject.toml`. Defaults to searching upward from - the directory the flow was launched from. - - Returns: - A map of package name -> version constraint, ready to hand to `@pypi(packages=...)`. - - """ - from packaging.requirements import Requirement - from packaging.utils import canonicalize_name - - if isinstance(groups, str): - # a bare string would otherwise iterate character by character - groups = [groups] - - toml_path = _find_project_file("pyproject.toml", project_root) - if toml_path is None: - return {} - - with open(toml_path, "rb") as f: - pyproject = tomllib.load(f) - - sources = { - canonicalize_name(name): (name, source) - for name, source in pyproject.get("tool", {}).get("uv", {}).get("sources", {}).items() - } - - requirements = list(pyproject["project"]["dependencies"]) - if groups: - declared = pyproject.get("dependency-groups", {}) - for group in groups: - requirements.extend(_flatten_group(group, declared)) - - packages = {} - for dep in requirements: - req = Requirement(dep) - source = sources.get(canonicalize_name(req.name)) - if source: - packages[req.name] = _uv_source_to_direct_reference(*source) - continue - specifiers = list(req.specifier) - # metaflow prepends "==" to a bare version but passes <, >, !, ~, @ through - # verbatim, so an "==" pin has to be handed over as the bare version. - if len(specifiers) == 1 and specifiers[0].operator == "==": - packages[req.name] = specifiers[0].version - else: - packages[req.name] = str(req.specifier) - return packages - - -def get_packages_from_uv_lock( +def _get_packages_from_uv_lock( groups: Optional[Union[str, list]] = None, project_root: Optional[Union[str, Path]] = None, ) -> dict: @@ -305,21 +237,19 @@ def get_packages_from_uv_lock( bake for any platform but this one. `@pypi` resolves transitives itself from these pinned roots. A name locked more than once is emitted unpinned for the same reason. - Returns an empty map when `uv.lock` cannot be found, for the same reason - [`get_packages_from_pyproject`][ds_platform_utils.metaflow.get_packages_from_pyproject] - does when `pyproject.toml` is missing -- a remote task re-imports the flow module inside a - container whose code package holds only `.py` files. The image is already baked from the - map resolved on the client by then, so nothing is lost. + Returns an empty map when `uv.lock` cannot be found -- a remote task re-imports the flow + module inside a container whose code package holds only `.py` files. The image is already + baked from the map resolved on the client by then, so nothing is lost. Example usage: ```python from metaflow import FlowSpec, pypi_base, step - from ds_platform_utils.metaflow import get_packages_from_uv_lock + from ds_platform_utils.metaflow import _get_packages_from_uv_lock - @pypi_base(python="3.11", packages=get_packages_from_uv_lock()) + @pypi_base(python="3.11", packages=_get_packages_from_uv_lock()) class MyFlow(FlowSpec): @step def start(self): @@ -349,8 +279,7 @@ def end(self): if lock_path is None: return {} - with open(lock_path, "rb") as f: - lock = tomllib.load(f) + lock = _load_toml(lock_path) root, entries = _split_lock_packages(lock, lock_path) @@ -384,3 +313,219 @@ def end(self): else: packages[name] = _lock_source_to_direct_reference(name, source) return packages + + +def _get_pypi_kwargs( + groups: Optional[Union[str, list]] = None, + python: Optional[str] = None, + project_root: Optional[Union[str, Path]] = None, +) -> dict: + """Build every argument `@pypi_base` needs from a flow repo's uv.lock. + + Splat the result into the decorator and the flow's environment is described in exactly + one place -- neither the Python version nor the dependency list can drift from what + `uv sync` gives you locally: + + ```python + @pypi_base(**_get_pypi_kwargs()) + ``` + + Packages come from + `_get_packages_from_uv_lock`, so + the same guarantees apply: direct dependencies only, pinned to their locked versions, + with git dependencies pinned to their resolved commit SHA. + + The Python version is whatever the project builds its own environment on, checked in + order of how concrete each source is: + + 1. `.python-version` -- the interpreter uv pinned, e.g. `"3.11"`. + 2. `requires-python` in uv.lock or pyproject.toml -- a range, so its floor is used. + 3. The running interpreter. + + Example usage: + + ```python + from metaflow import FlowSpec, pypi_base, step + + from ds_platform_utils.metaflow import _get_pypi_kwargs + + + @pypi_base(**_get_pypi_kwargs()) + class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) + + @step + def end(self): + pass + ``` + + Args: + groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. + Excluded by default, since groups are optional by definition. + python: Python version to use instead of the one derived from the project, e.g. + `"3.11"`. Reach for this when the flow has to run on a different interpreter than + the repo develops against. + project_root: directory holding the project files. Defaults to searching upward from + the directory the flow was launched from. + + Returns: + `{"python": ..., "packages": {...}}`, ready to splat into `@pypi_base`. + + """ + return { + "python": python or _find_python_version(project_root), + "packages": _get_packages_from_uv_lock(groups=groups, project_root=project_root), + } + + +def _apply_uv_pypi(decorator, target, disabled=None, **kwargs): + """Wrap a Metaflow pypi decorator so its environment comes from the project. + + Supports both the bare (`@uv_pypi_base`) and called (`@uv_pypi_base(groups=["dev"])`) + forms: in the bare form the decorated object arrives as `target`, in the called form + `target` is `None` and the returned closure receives it instead. + + The environment is resolved when the decorator is applied, not when this function is + called, so nothing is read off disk until a flow module is imported. + + Args: + decorator: the Metaflow decorator to delegate to, `pypi_base` or `pypi` + target: the flow or step being decorated, or `None` in the called form + disabled: when not `None`, forwarded to the Metaflow decorator to turn the + environment off without removing it + **kwargs: `groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` + + """ + + def decorate(obj): + pypi_kwargs = _get_pypi_kwargs(**kwargs) + if disabled is not None: + pypi_kwargs["disabled"] = disabled + return decorator(**pypi_kwargs)(obj) + + return decorate if target is None else decorate(target) + + +def uv_pypi_base( + flow=None, + *, + groups: Optional[Union[str, list]] = None, + python: Optional[str] = None, + project_root: Optional[Union[str, Path]] = None, + disabled: Optional[bool] = None, +): + """Metaflow's `@pypi_base`, with the flow's environment filled in from uv.lock. + + Delegates to `@pypi_base` after deriving `python` and `packages` via + `_get_pypi_kwargs`, so the flow's + environment is described only once -- in the project's own dependency files -- and cannot + drift from what `uv sync` gives you locally. + + Use [`uv_pypi`][ds_platform_utils.metaflow.uv_pypi] for a single step. + + Example usage: + + ```python + from metaflow import FlowSpec, step + + from ds_platform_utils.metaflow import uv_pypi_base + + + @uv_pypi_base + class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) + + @step + def end(self): + pass + ``` + + Both forms work; call it when there is something to configure: + + ```python + @uv_pypi_base # equivalent to @pypi_base(**_get_pypi_kwargs()) + @uv_pypi_base(groups=["dev"]) # add a dependency group + @uv_pypi_base(python="3.11") # override the derived interpreter + ``` + + Args: + flow: the decorated `FlowSpec`, supplied by Python in the bare form. Never pass this + yourself. + groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. + Excluded by default, since groups are optional by definition. + python: Python version to use instead of the one derived from the project, e.g. + `"3.11"`. + project_root: directory holding the project files. Defaults to searching upward from + the directory the flow was launched from. + disabled: set `True` to skip environment creation, as on `@pypi_base` itself. + + Returns: + The decorated flow, or a decorator when called with keyword arguments. + + """ + from metaflow import pypi_base + + return _apply_uv_pypi(pypi_base, flow, disabled, groups=groups, python=python, project_root=project_root) + + +def uv_pypi( + step=None, + *, + groups: Optional[Union[str, list]] = None, + python: Optional[str] = None, + project_root: Optional[Union[str, Path]] = None, + disabled: Optional[bool] = None, +): + """Metaflow's `@pypi`, with a single step's environment filled in from uv.lock. + + The step-level counterpart to + [`uv_pypi_base`][ds_platform_utils.metaflow.uv_pypi_base] -- same derived environment, + scoped to one step instead of the whole flow. Both Metaflow decorators accept the same + `python` / `packages` / `disabled` arguments, so the two behave identically apart from + where they attach. + + Example usage: + + ```python + from metaflow import FlowSpec, step + + from ds_platform_utils.metaflow import uv_pypi + + + class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.train) + + @uv_pypi(groups=["train"]) + @step + def train(self): + self.next(self.end) + + @step + def end(self): + pass + ``` + + Args: + step: the decorated step function, supplied by Python in the bare form. Never pass + this yourself. + groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. + Excluded by default, since groups are optional by definition. + python: Python version to use instead of the one derived from the project, e.g. + `"3.11"`. + project_root: directory holding the project files. Defaults to searching upward from + the directory the flow was launched from. + disabled: set `True` to skip environment creation, as on `@pypi` itself. + + Returns: + The decorated step, or a decorator when called with keyword arguments. + + """ + from metaflow import pypi + + return _apply_uv_pypi(pypi, step, disabled, groups=groups, python=python, project_root=project_root) diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index a66e9ad..c3e4a5a 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -1,26 +1,20 @@ +import sys import textwrap from pathlib import Path import pytest +from metaflow import FlowSpec, step -from ds_platform_utils.metaflow import get_packages_from_pyproject, get_packages_from_uv_lock +from ds_platform_utils.metaflow import uv_pypi, uv_pypi_base +# the decorators above are the public API; these back them and are tested through the module +from ds_platform_utils.metaflow.pypi_packages import _get_packages_from_uv_lock, _get_pypi_kwargs + +# only read for `requires-python`; dependencies are taken from the lock, never from here PYPROJECT = textwrap.dedent(""" [project] name = "my-flows" - dependencies = [ - "pandas", - "pydantic>=2", - "sqlparse==0.5.3", - "ds-platform-utils", - ] - - [dependency-groups] - dev = ["pytest>=8", {include-group = "lint"}] - lint = ["ruff>=0.11"] - - [tool.uv.sources] - ds-platform-utils = { git = "https://github.com/patterninc/ds-platform-utils.git", rev = "main" } + dependencies = ["pandas", "polars", "ds-platform-utils"] """) UV_LOCK = textwrap.dedent(""" @@ -75,39 +69,13 @@ def project_root(tmp_path: Path) -> Path: return tmp_path -def test_pyproject_passes_declared_constraints_through(project_root: Path): - packages = get_packages_from_pyproject(project_root=project_root) - # an unconstrained dep is emitted unpinned, and an "==" pin is handed over bare because - # metaflow prepends "==" itself - assert packages["pandas"] == "" - assert packages["pydantic"] == ">=2" - assert packages["sqlparse"] == "0.5.3" - - -def test_pyproject_renders_uv_source_as_direct_reference(project_root: Path): - packages = get_packages_from_pyproject(project_root=project_root) - assert packages["ds-platform-utils"] == "@ git+https://github.com/patterninc/ds-platform-utils.git@main" - - -def test_pyproject_follows_include_group(project_root: Path): - packages = get_packages_from_pyproject(groups=["dev"], project_root=project_root) - assert packages["pytest"] == ">=8" - # pulled in via {include-group = "lint"} - assert packages["ruff"] == ">=0.11" - - -def test_pyproject_rejects_undeclared_group(project_root: Path): - with pytest.raises(ValueError, match="is not declared in"): - get_packages_from_pyproject(groups=["nope"], project_root=project_root) - - def test_uv_lock_pins_resolved_versions(project_root: Path): - packages = get_packages_from_uv_lock(project_root=project_root) + packages = _get_packages_from_uv_lock(project_root=project_root) assert packages["pandas"] == "2.3.2" def test_uv_lock_pins_git_dep_to_resolved_commit(project_root: Path): - packages = get_packages_from_uv_lock(project_root=project_root) + packages = _get_packages_from_uv_lock(project_root=project_root) # the SHA from the URL fragment, not the requested "main" -- that is what makes it repeatable assert packages["ds-platform-utils"] == ( "@ git+https://github.com/patterninc/ds-platform-utils.git@06ead9f018928951" @@ -115,31 +83,141 @@ def test_uv_lock_pins_git_dep_to_resolved_commit(project_root: Path): def test_uv_lock_leaves_multi_version_dep_unpinned(project_root: Path): - packages = get_packages_from_uv_lock(project_root=project_root) + packages = _get_packages_from_uv_lock(project_root=project_root) # locked at 1.36.1 and 1.30.0 behind different resolution markers, so pinning either # would break a bake on the other python version assert packages["polars"] == "" def test_uv_lock_excludes_groups_unless_asked(project_root: Path): - assert "pytest" not in get_packages_from_uv_lock(project_root=project_root) - assert get_packages_from_uv_lock(groups="dev", project_root=project_root)["pytest"] == "8.4.1" + assert "pytest" not in _get_packages_from_uv_lock(project_root=project_root) + assert _get_packages_from_uv_lock(groups="dev", project_root=project_root)["pytest"] == "8.4.1" def test_uv_lock_rejects_unrecorded_group(project_root: Path): with pytest.raises(ValueError, match="is not recorded in"): - get_packages_from_uv_lock(groups=["nope"], project_root=project_root) + _get_packages_from_uv_lock(groups=["nope"], project_root=project_root) def test_returns_empty_map_when_files_are_missing(tmp_path: Path): # stands in for a remote task, whose code package holds only .py files - assert get_packages_from_pyproject(project_root=tmp_path) == {} - assert get_packages_from_uv_lock(project_root=tmp_path) == {} + assert _get_packages_from_uv_lock(project_root=tmp_path) == {} + + +def test_pypi_base_kwargs_carries_python_and_packages(project_root: Path): + (project_root / ".python-version").write_text("3.11\n") + kwargs = _get_pypi_kwargs(project_root=project_root) + assert kwargs == {"python": "3.11", "packages": _get_packages_from_uv_lock(project_root=project_root)} + + +def test_pypi_base_kwargs_prefers_python_version_pin(project_root: Path): + # a pin wins over the ">=3.9" floor the lock was resolved against + (project_root / ".python-version").write_text("# set by uv python pin\ncpython@3.12\n") + assert _get_pypi_kwargs(project_root=project_root)["python"] == "3.12" + + +def test_pypi_base_kwargs_falls_back_to_requires_python_floor(project_root: Path): + lock = (project_root / "uv.lock").read_text() + (project_root / "uv.lock").write_text(lock.replace("version = 1", 'version = 1\nrequires-python = ">=3.11,<3.13"')) + # no .python-version, so the floor of the declared range is the most concrete thing left + assert _get_pypi_kwargs(project_root=project_root)["python"] == "3.11" + + +def test_pypi_base_kwargs_falls_back_to_pyproject_requires_python(project_root: Path): + pyproject = (project_root / "pyproject.toml").read_text() + (project_root / "pyproject.toml").write_text( + pyproject.replace("[project]", '[project]\nrequires-python = ">=3.10"') + ) + # the lock declares no range, so pyproject.toml is the next most concrete source + assert _get_pypi_kwargs(project_root=project_root)["python"] == "3.10" + + +def test_pypi_base_kwargs_falls_back_to_running_interpreter(project_root: Path): + running = f"{sys.version_info.major}.{sys.version_info.minor}" + assert _get_pypi_kwargs(project_root=project_root)["python"] == running + + +def test_pypi_base_kwargs_honours_explicit_python(project_root: Path): + (project_root / ".python-version").write_text("3.9\n") + assert _get_pypi_kwargs(python="3.13", project_root=project_root)["python"] == "3.13" + + +def test_pypi_base_kwargs_passes_groups_through(project_root: Path): + assert _get_pypi_kwargs(groups=["dev"], project_root=project_root)["packages"]["pytest"] == "8.4.1" + + +def _build_flow(): + """Return an undecorated FlowSpec, so a test can apply the decorator itself. + + The decorators take `project_root`, which only exists once a fixture has run -- too late + for an `@uv_pypi_base` written above a module-level class. + """ + + class MyFlow(FlowSpec): + @step + def start(self): + self.next(self.end) + + @step + def end(self): + pass + + return MyFlow + + +def _pypi_attributes(flow): + """Pull the attributes Metaflow recorded for whichever pypi decorator was applied.""" + return list(flow._flow_decorators.values())[0][0].attributes + + +def test_uv_pypi_base_applies_derived_environment(project_root: Path): + (project_root / ".python-version").write_text("3.11\n") + attributes = _pypi_attributes(uv_pypi_base(project_root=project_root)(_build_flow())) + assert attributes["python"] == "3.11" + assert attributes["packages"] == _get_packages_from_uv_lock(project_root=project_root) + + +def test_uv_pypi_base_works_bare(project_root: Path, monkeypatch: pytest.MonkeyPatch): + # the bare form has nowhere to pass project_root, so it walks up from the launch directory + monkeypatch.chdir(project_root) + assert _pypi_attributes(uv_pypi_base(_build_flow()))["packages"]["pandas"] == "2.3.2" + + +def test_uv_pypi_base_registers_as_pypi_base(project_root: Path): + decorated = uv_pypi_base(project_root=project_root)(_build_flow()) + assert "pypi_base" in decorated._flow_decorators + + +def test_uv_pypi_base_passes_groups_and_python_through(project_root: Path): + attributes = _pypi_attributes( + uv_pypi_base(groups=["dev"], python="3.12", project_root=project_root)(_build_flow()) + ) + assert attributes["python"] == "3.12" + assert attributes["packages"]["pytest"] == "8.4.1" + + +def test_uv_pypi_base_forwards_disabled(project_root: Path): + attributes = _pypi_attributes(uv_pypi_base(disabled=True, project_root=project_root)(_build_flow())) + assert attributes["disabled"] is True + + +def test_uv_pypi_base_rejects_non_flow(): + with pytest.raises(Exception, match="can be applied only to FlowSpecs"): + uv_pypi_base(object) + + +def test_uv_pypi_decorates_a_step(project_root: Path): + def train(self): + pass + + decorated = uv_pypi(project_root=project_root)(step(train)) + attributes = decorated.decorators[0].attributes + assert attributes["packages"] == _get_packages_from_uv_lock(project_root=project_root) + assert decorated.decorators[0].name == "pypi" def test_finds_project_files_by_walking_up_from_cwd(project_root: Path, monkeypatch: pytest.MonkeyPatch): nested = project_root / "flows" / "nested" nested.mkdir(parents=True) monkeypatch.chdir(nested) - assert get_packages_from_uv_lock()["pandas"] == "2.3.2" - assert get_packages_from_pyproject()["pydantic"] == ">=2" + assert _get_packages_from_uv_lock()["pandas"] == "2.3.2" From d19afb424de9cbfdc46d0244ca4f02058b9277ab Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Wed, 12 Aug 2026 12:59:16 +0530 Subject: [PATCH 03/13] feat(pypi): resolve universal lockfile markers against the target environment uv.lock is a universal resolution: it records the answer for every python version and platform in range at once, each tagged with the marker it applies to. @pypi takes a flat name -> version map with nowhere to put a marker, so the markers have to be resolved when the decorator is applied rather than passed on. A dependency no single version covers appears once per marker region, each naming its own version, so the lock itself says which one applies: { name = "pandas", version = "2.3.3", marker = "python_full_version < '3.11'" } { name = "pandas", version = "3.0.5", marker = "python_full_version >= '3.11'" } Previously any name locked more than once was emitted unpinned; now the resolved python version selects one, and unpinned is only the fallback for entries with nothing to tell them apart. The python version is therefore resolved first and handed down, so the two halves of the environment cannot disagree. The same marker evaluation drops a dependency gated to another platform -- a darwin-only package was previously pinned unconditionally and would fail a linux bake. Markers evaluate against linux, which is what metaflow builds for a remote task; the packages helper takes sys_platform for a local-only flow. Renames the groups parameter to dependency_groups. At a decorator call site, among @resources and @step, a bare "groups" reads as something about the flow; dependency_groups is the PEP 735 term and unambiguous where it is typed. Reworks the decorator tests around a spy on metaflow's pypi_base: the contract under test is "call metaflow with this environment", and metaflow 2.19 moved where the decorator is recorded (_flow_decorators -> _flow_state), breaking tests that asserted on that internal. One test still exercises the real decorator end to end. Co-Authored-By: Claude Opus 5 --- docs/metaflow/pypi_packages.md | 58 +++++- .../metaflow/pypi_packages.py | 187 +++++++++++++----- .../metaflow/test__pypi_packages.py | 114 ++++++++--- 3 files changed, 274 insertions(+), 85 deletions(-) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index ae80051..f0209d5 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -31,7 +31,7 @@ when there is something to configure: ```python @uv_pypi_base # derive everything -@uv_pypi_base(groups=["dev"]) # add a dependency group +@uv_pypi_base(dependency_groups=["dev"]) # add a dependency group @uv_pypi_base(python="3.11") # override the derived interpreter @uv_pypi_base(disabled=True) # skip environment creation ``` @@ -42,7 +42,7 @@ when there is something to configure: ```python class MyFlow(FlowSpec): - @uv_pypi(groups=["train"]) + @uv_pypi(dependency_groups=["train"]) @step def train(self): ... ``` @@ -60,9 +60,11 @@ Checked in order of how concrete each source is: Upper bounds are ignored: `<3.13` says nothing about what the project runs *on*. Pass `python=` to bypass all three. -> **Note:** this repo pins `3.9` in `.python-version`, so a bare `@uv_pypi_base` here yields -> `python="3.9"` — not the `"3.11"` you may have hand-written in a decorator before. That is -> the intended behavior: the flow now builds on the interpreter the project actually uses. +> **Note:** whatever the repo pins is what the flow bakes on — not the version you may have +> hand-written in a decorator before. That is the intended behavior, and it means re-pinning +> `.python-version` moves the flow with it, with no decorator edit. + +The resolved version also decides **which packages** you get; see below. ## Signatures @@ -70,7 +72,7 @@ Upper bounds are ignored: `<3.13` says nothing about what the project runs *on*. uv_pypi_base( flow=None, # supplied by Python in the bare form *, - groups: Optional[Union[str, list]] = None, + dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, disabled: Optional[bool] = None, @@ -79,7 +81,7 @@ uv_pypi_base( uv_pypi( step=None, *, - groups: Optional[Union[str, list]] = None, + dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, disabled: Optional[bool] = None, @@ -90,7 +92,7 @@ uv_pypi( | Parameter | Type | Required | Description | | -------------- | ------------------ | -------: | ----------------------------------------------------------------------------------------------------------------------- | -| `groups` | `str \| list[str]` | No | Dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default — groups are optional. | +| `dependency_groups` | `str \| list[str]` | No | Dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default — groups are optional. | | `python` | `str` | No | Overrides the version derived from the project, e.g. `"3.11"`. | | `project_root` | `str \| Path` | No | Directory holding the project files. Defaults to searching upward from the launch directory. | | `disabled` | `bool` | No | Forwarded to Metaflow to skip environment creation without removing the decorator. | @@ -105,8 +107,7 @@ uv_pypi( `@pypi` passes through to pip verbatim. uv records a git source as one URL carrying the ref in the query string and the resolved commit in the fragment; that gets taken apart and reassembled around the **commit SHA**, which is what makes the build repeatable. -- Leaves a dependency **unpinned** (`""`) when the lock holds it at more than one version - behind different resolution markers — pinning either one would break the other platform. +- **Resolves markers** against the environment being built — see below. - Emits **nothing** when `uv.lock` cannot be found, which is what makes remote tasks work: a remote task re-imports the flow module — re-evaluating the decorator — inside a container whose code package holds only `.py` files. The image was already baked from the environment @@ -115,6 +116,43 @@ uv_pypi( Everything above comes from `uv.lock`, so run `uv lock` after changing a dependency or the flow will bake the previous version. +## Resolving a universal lockfile + +`uv.lock` is a *universal* resolution: it holds the answer for every Python version and platform +in range at once, each tagged with the marker it applies to. That is why switching OS never +requires a re-lock. But `@pypi` takes a flat name → version map with **nowhere to put a +marker**, so the markers have to be resolved here rather than passed along. + +A dependency that no single version covers appears once per marker region, each naming its own +version: + +```toml +{ name = "pandas", version = "2.3.3", marker = "python_full_version < '3.11'" } +{ name = "pandas", version = "3.0.5", marker = "python_full_version >= '3.11'" } +``` + +So the same unchanged lockfile yields different packages depending on the interpreter — which is +why the Python version is resolved *first* and then used to pick the packages: + +```python +>>> # .python-version = 3.10 +>>> uv_pypi_base ... # pandas 2.3.3 +>>> # .python-version = 3.11 +>>> uv_pypi_base ... # pandas 3.0.5 +``` + +Three outcomes per dependency: + +| Lock state | Emitted | +| --- | --- | +| One entry, or several with a marker that selects one | that exact version | +| Marker excludes this environment (e.g. `sys_platform == 'darwin'` on a Linux bake) | **omitted** — `@pypi` cannot express the condition, so installing it would break the bake | +| Several entries with no marker or version to tell them apart | `""`, left for `@pypi` to resolve | + +**Platform assumption:** markers are evaluated against **Linux**, which is what Metaflow builds +for a remote task. A dependency gated to macOS is therefore dropped. If a flow only ever runs +locally on a Mac and needs such a dependency, the packages helper takes `sys_platform="darwin"`. + ## Finding the project root Because this ships as an installed package, it cannot resolve your repo from `__file__` — diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 1cec1c9..0a73fbb 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -39,6 +39,88 @@ class MyFlow(FlowSpec): ... #: uv.lock `source` keys that mean "this is the local project, not something to install". _LOCAL_SOURCE_KEYS = ("virtual", "editable", "directory") +#: Metaflow bakes remote task images for Linux, so that is the platform markers are evaluated +#: against. A flow that only ever runs locally on a Mac can override it. +_DEFAULT_SYS_PLATFORM = "linux" + +#: Marker variables that follow from the target platform once `sys_platform` is known. +_PLATFORM_MARKERS = { + "linux": {"platform_system": "Linux", "os_name": "posix", "platform_machine": "x86_64"}, + "darwin": {"platform_system": "Darwin", "os_name": "posix", "platform_machine": "arm64"}, + "win32": {"platform_system": "Windows", "os_name": "nt", "platform_machine": "AMD64"}, +} + + +def _marker_environment(python_version: str, sys_platform: str) -> dict: + """Describe the environment being built, in the variables PEP 508 markers are written in. + + Args: + python_version: the interpreter the flow will run on, e.g. `"3.11"` or `"3.11.5"` + sys_platform: the platform the image is baked for, e.g. `"linux"` + + Returns: + A partial marker environment. Variables left out of it fall back to the running + interpreter's values, which is fine for the ones no lockfile discriminates on. + + """ + from packaging.version import Version + + # markers compare `python_full_version` as a three-part version, so "3.11" has to be + # widened to "3.11.0" or `python_full_version < '3.11.1'` would not evaluate. + release = (Version(python_version).release + (0, 0, 0))[:3] + environment = { + "python_version": f"{release[0]}.{release[1]}", + "python_full_version": ".".join(str(part) for part in release), + "sys_platform": sys_platform, + "implementation_name": "cpython", + "platform_python_implementation": "CPython", + } + environment.update(_PLATFORM_MARKERS.get(sys_platform, {})) + return environment + + +def _dependency_applies(dep: dict, environment: dict) -> bool: + """Say whether a locked root dependency is wanted in the environment being built. + + uv records one entry per marker region, so a dependency gated to another platform or + Python version is present in the lock but must not be installed here. `@pypi` takes a flat + name -> version map with nowhere to put a condition, so the marker has to be resolved now + rather than passed along. + + Args: + dep: an entry from the root project's `dependencies` list + environment: the marker environment from `_marker_environment` + + """ + marker = dep.get("marker") + if marker is None: + return True + + from packaging.markers import Marker + + return Marker(marker).evaluate(environment) + + +def _select_locked_package(dep: dict, locked: list) -> Optional[dict]: + """Pick the one lock entry a dependency resolves to, or `None` if it cannot be narrowed. + + Args: + dep: an entry from the root project's `dependencies` list, whose `version` key is + uv's own statement of which entry applies once markers are accounted for + locked: every `[[package]]` entry recorded under that name + + Returns: + The matching entry, or `None` when the name is locked several times with nothing to + tell them apart -- the caller then leaves it unpinned for `@pypi` to resolve. + + """ + if len(locked) == 1: + return locked[0] + version = dep.get("version") + if version is None: + return None + return next((package for package in locked if package["version"] == version), None) + def _find_project_file(filename: str, project_root: Optional[Union[str, Path]] = None) -> Optional[Path]: """Locate a dependency-declaration file in the flow repo calling this function. @@ -221,59 +303,51 @@ def _split_lock_packages(lock: dict, lock_path: Path) -> Tuple[dict, dict]: def _get_packages_from_uv_lock( - groups: Optional[Union[str, list]] = None, + dependency_groups: Optional[Union[str, list]] = None, project_root: Optional[Union[str, Path]] = None, + python: Optional[str] = None, + sys_platform: str = _DEFAULT_SYS_PLATFORM, ) -> dict: """Build the `@pypi` packages map from a flow repo's `uv.lock`. Emits the root project's direct runtime dependencies pinned to their locked versions, so the image Metaflow bakes matches the environment `uv sync` gives you locally. Dependency - groups are excluded unless named in `groups`, since uv keeps them in a separate table and + groups are excluded unless named in `dependency_groups`, since uv keeps them in a separate table and they are optional by definition. - Deliberately *not* the full transitive closure: lock entries are marker-gated per - platform (`appnope` on darwin, `colorama` on win32) and one name can be locked at two - versions behind different resolution markers, so pinning the whole graph would break a - bake for any platform but this one. `@pypi` resolves transitives itself from these pinned - roots. A name locked more than once is emitted unpinned for the same reason. + A uv.lock is a *universal* resolution: it holds the answer for every Python version and + platform in range at once, each tagged with the marker it applies to. `@pypi` takes a flat + name -> version map with nowhere to put a marker, so this resolves them against the + environment actually being built -- a dependency gated to another platform is dropped, and + a name locked at two versions collapses to whichever one `python` selects. That is why + `pandas` can be `2.3.3` on 3.10 and `3.0.5` on 3.11 from one unchanged lockfile. + + Deliberately *not* the full transitive closure: `@pypi` resolves transitives itself from + these pinned roots, and per-platform wheel availability is its job rather than this one's. Returns an empty map when `uv.lock` cannot be found -- a remote task re-imports the flow module inside a container whose code package holds only `.py` files. The image is already baked from the map resolved on the client by then, so nothing is lost. - Example usage: - - ```python - from metaflow import FlowSpec, pypi_base, step - - from ds_platform_utils.metaflow import _get_packages_from_uv_lock - - - @pypi_base(python="3.11", packages=_get_packages_from_uv_lock()) - class MyFlow(FlowSpec): - @step - def start(self): - self.next(self.end) - - @step - def end(self): - pass - ``` - Args: - groups: names of dependency groups to add on top of the runtime dependencies, e.g. + dependency_groups: names of dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. uv resolves `include-group` references when it writes the lock, so the groups recorded here are already flat. project_root: directory holding `uv.lock`. Defaults to searching upward from the directory the flow was launched from. + python: the Python version the flow will run on, used to resolve markers. Defaults to + the same value the decorators derive, so the packages always agree with the + interpreter they are installed against. + sys_platform: the platform the image is baked for. Defaults to Linux, which is what + Metaflow builds for a remote task. Returns: A map of package name -> locked version, ready to hand to `@pypi(packages=...)`. """ - if isinstance(groups, str): + if isinstance(dependency_groups, str): # a bare string would otherwise iterate character by character - groups = [groups] + dependency_groups = [dependency_groups] lock_path = _find_project_file("uv.lock", project_root) if lock_path is None: @@ -284,9 +358,9 @@ def end(self): root, entries = _split_lock_packages(lock, lock_path) dependencies = list(root.get("dependencies", [])) - if groups: + if dependency_groups: declared = root.get("dev-dependencies", {}) - for group in groups: + for group in dependency_groups: try: dependencies.extend(declared[group]) except KeyError: @@ -295,17 +369,22 @@ def end(self): f"Groups present: {', '.join(sorted(declared)) or '(none)'}" ) from None + environment = _marker_environment(python or _find_python_version(project_root), sys_platform) + packages = {} for dep in dependencies: name = dep["name"] + if not _dependency_applies(dep, environment): + # gated to a platform or Python version this image is not being built for + continue locked = entries.get(name, []) if not locked: raise ValueError(f"{name!r} is a dependency of the root project but is missing from {lock_path}") - if len(locked) > 1: - # resolved differently per platform -- hand it to @pypi unpinned. + package = _select_locked_package(dep, locked) + if package is None: + # locked several times with nothing to tell the entries apart -- let @pypi resolve. packages[name] = "" continue - package = locked[0] source = package.get("source", {}) if "registry" in source: # metaflow prepends "==" to a bare version. @@ -316,9 +395,10 @@ def end(self): def _get_pypi_kwargs( - groups: Optional[Union[str, list]] = None, + dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, + sys_platform: str = _DEFAULT_SYS_PLATFORM, ) -> dict: """Build every argument `@pypi_base` needs from a flow repo's uv.lock. @@ -362,28 +442,35 @@ def end(self): ``` Args: - groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. + dependency_groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default, since groups are optional by definition. python: Python version to use instead of the one derived from the project, e.g. `"3.11"`. Reach for this when the flow has to run on a different interpreter than the repo develops against. project_root: directory holding the project files. Defaults to searching upward from the directory the flow was launched from. + sys_platform: the platform the image is baked for. Defaults to Linux, which is what + Metaflow builds for a remote task. Returns: `{"python": ..., "packages": {...}}`, ready to splat into `@pypi_base`. """ + # resolve the interpreter first, then hand it down: the packages a universal lock selects + # depend on the Python version, so the two halves of the environment have to agree. + python = python or _find_python_version(project_root) return { - "python": python or _find_python_version(project_root), - "packages": _get_packages_from_uv_lock(groups=groups, project_root=project_root), + "python": python, + "packages": _get_packages_from_uv_lock( + dependency_groups=dependency_groups, project_root=project_root, python=python, sys_platform=sys_platform + ), } def _apply_uv_pypi(decorator, target, disabled=None, **kwargs): """Wrap a Metaflow pypi decorator so its environment comes from the project. - Supports both the bare (`@uv_pypi_base`) and called (`@uv_pypi_base(groups=["dev"])`) + Supports both the bare (`@uv_pypi_base`) and called (`@uv_pypi_base(dependency_groups=["dev"])`) forms: in the bare form the decorated object arrives as `target`, in the called form `target` is `None` and the returned closure receives it instead. @@ -395,7 +482,7 @@ def _apply_uv_pypi(decorator, target, disabled=None, **kwargs): target: the flow or step being decorated, or `None` in the called form disabled: when not `None`, forwarded to the Metaflow decorator to turn the environment off without removing it - **kwargs: `groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` + **kwargs: `dependency_groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` """ @@ -411,7 +498,7 @@ def decorate(obj): def uv_pypi_base( flow=None, *, - groups: Optional[Union[str, list]] = None, + dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, disabled: Optional[bool] = None, @@ -448,14 +535,14 @@ def end(self): ```python @uv_pypi_base # equivalent to @pypi_base(**_get_pypi_kwargs()) - @uv_pypi_base(groups=["dev"]) # add a dependency group + @uv_pypi_base(dependency_groups=["dev"]) # add a dependency group @uv_pypi_base(python="3.11") # override the derived interpreter ``` Args: flow: the decorated `FlowSpec`, supplied by Python in the bare form. Never pass this yourself. - groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. + dependency_groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default, since groups are optional by definition. python: Python version to use instead of the one derived from the project, e.g. `"3.11"`. @@ -469,13 +556,15 @@ def end(self): """ from metaflow import pypi_base - return _apply_uv_pypi(pypi_base, flow, disabled, groups=groups, python=python, project_root=project_root) + return _apply_uv_pypi( + pypi_base, flow, disabled, dependency_groups=dependency_groups, python=python, project_root=project_root + ) def uv_pypi( step=None, *, - groups: Optional[Union[str, list]] = None, + dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, disabled: Optional[bool] = None, @@ -501,7 +590,7 @@ class MyFlow(FlowSpec): def start(self): self.next(self.train) - @uv_pypi(groups=["train"]) + @uv_pypi(dependency_groups=["train"]) @step def train(self): self.next(self.end) @@ -514,7 +603,7 @@ def end(self): Args: step: the decorated step function, supplied by Python in the bare form. Never pass this yourself. - groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. + dependency_groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default, since groups are optional by definition. python: Python version to use instead of the one derived from the project, e.g. `"3.11"`. @@ -528,4 +617,6 @@ def end(self): """ from metaflow import pypi - return _apply_uv_pypi(pypi, step, disabled, groups=groups, python=python, project_root=project_root) + return _apply_uv_pypi( + pypi, step, disabled, dependency_groups=dependency_groups, python=python, project_root=project_root + ) diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index c3e4a5a..72f35d3 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -28,6 +28,10 @@ { name = "pandas" }, { name = "polars" }, { name = "ds-platform-utils" }, + # a universal resolution: one entry per marker region, each naming its own version + { name = "numpy", version = "1.26.4", marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.3.0", marker = "python_full_version >= '3.11'" }, + { name = "pyobjc-core", marker = "sys_platform == 'darwin'" }, ] [package.dev-dependencies] @@ -59,6 +63,23 @@ name = "pytest" version = "8.4.1" source = { registry = "https://pypi.org/simple" } + + [[package]] + name = "numpy" + version = "1.26.4" + source = { registry = "https://pypi.org/simple" } + resolution-markers = ["python_full_version < '3.11'"] + + [[package]] + name = "numpy" + version = "2.3.0" + source = { registry = "https://pypi.org/simple" } + resolution-markers = ["python_full_version >= '3.11'"] + + [[package]] + name = "pyobjc-core" + version = "10.3.1" + source = { registry = "https://pypi.org/simple" } """) @@ -82,21 +103,37 @@ def test_uv_lock_pins_git_dep_to_resolved_commit(project_root: Path): ) -def test_uv_lock_leaves_multi_version_dep_unpinned(project_root: Path): +def test_uv_lock_resolves_split_dep_against_the_python_version(project_root: Path): + # numpy is locked twice; the root entries carry the marker that decides which one applies + assert _get_packages_from_uv_lock(project_root=project_root, python="3.10")["numpy"] == "1.26.4" + assert _get_packages_from_uv_lock(project_root=project_root, python="3.11")["numpy"] == "2.3.0" + # a full three-part version has to compare the same way a bare "3.11" does + assert _get_packages_from_uv_lock(project_root=project_root, python="3.12.7")["numpy"] == "2.3.0" + + +def test_uv_lock_drops_dep_gated_to_another_platform(project_root: Path): + # pyobjc-core is darwin-only, and @pypi has nowhere to put the marker, so a Linux bake + # must not be told to install it + assert "pyobjc-core" not in _get_packages_from_uv_lock(project_root=project_root, python="3.11") + darwin = _get_packages_from_uv_lock(project_root=project_root, python="3.11", sys_platform="darwin") + assert darwin["pyobjc-core"] == "10.3.1" + + +def test_uv_lock_leaves_indistinguishable_multi_version_dep_unpinned(project_root: Path): packages = _get_packages_from_uv_lock(project_root=project_root) - # locked at 1.36.1 and 1.30.0 behind different resolution markers, so pinning either - # would break a bake on the other python version + # polars is locked at two versions but its root entry carries no marker or version, so + # there is nothing to resolve against -- hand it to @pypi rather than guess assert packages["polars"] == "" def test_uv_lock_excludes_groups_unless_asked(project_root: Path): assert "pytest" not in _get_packages_from_uv_lock(project_root=project_root) - assert _get_packages_from_uv_lock(groups="dev", project_root=project_root)["pytest"] == "8.4.1" + assert _get_packages_from_uv_lock(dependency_groups="dev", project_root=project_root)["pytest"] == "8.4.1" def test_uv_lock_rejects_unrecorded_group(project_root: Path): with pytest.raises(ValueError, match="is not recorded in"): - _get_packages_from_uv_lock(groups=["nope"], project_root=project_root) + _get_packages_from_uv_lock(dependency_groups=["nope"], project_root=project_root) def test_returns_empty_map_when_files_are_missing(tmp_path: Path): @@ -143,7 +180,7 @@ def test_pypi_base_kwargs_honours_explicit_python(project_root: Path): def test_pypi_base_kwargs_passes_groups_through(project_root: Path): - assert _get_pypi_kwargs(groups=["dev"], project_root=project_root)["packages"]["pytest"] == "8.4.1" + assert _get_pypi_kwargs(dependency_groups=["dev"], project_root=project_root)["packages"]["pytest"] == "8.4.1" def _build_flow(): @@ -165,40 +202,63 @@ def end(self): return MyFlow -def _pypi_attributes(flow): - """Pull the attributes Metaflow recorded for whichever pypi decorator was applied.""" - return list(flow._flow_decorators.values())[0][0].attributes +@pytest.fixture +def pypi_base_spy(monkeypatch: pytest.MonkeyPatch) -> dict: + """Capture the arguments handed to Metaflow's `@pypi_base` instead of applying it. + + The contract under test is "call Metaflow's decorator with this environment", so asserting + on the call keeps these tests off Metaflow's internals -- where the decorator is recorded + has already moved once between versions. + """ + recorded: dict = {} + def spy(**kwargs): + recorded.update(kwargs) + return lambda target: target -def test_uv_pypi_base_applies_derived_environment(project_root: Path): + monkeypatch.setattr("metaflow.pypi_base", spy) + return recorded + + +def test_uv_pypi_base_applies_derived_environment(project_root: Path, pypi_base_spy: dict): (project_root / ".python-version").write_text("3.11\n") - attributes = _pypi_attributes(uv_pypi_base(project_root=project_root)(_build_flow())) - assert attributes["python"] == "3.11" - assert attributes["packages"] == _get_packages_from_uv_lock(project_root=project_root) + uv_pypi_base(project_root=project_root)(_build_flow()) + assert pypi_base_spy["python"] == "3.11" + assert pypi_base_spy["packages"] == _get_packages_from_uv_lock(project_root=project_root, python="3.11") -def test_uv_pypi_base_works_bare(project_root: Path, monkeypatch: pytest.MonkeyPatch): +def test_uv_pypi_base_works_bare(project_root: Path, pypi_base_spy: dict, monkeypatch: pytest.MonkeyPatch): # the bare form has nowhere to pass project_root, so it walks up from the launch directory monkeypatch.chdir(project_root) - assert _pypi_attributes(uv_pypi_base(_build_flow()))["packages"]["pandas"] == "2.3.2" + uv_pypi_base(_build_flow()) + assert pypi_base_spy["packages"]["pandas"] == "2.3.2" -def test_uv_pypi_base_registers_as_pypi_base(project_root: Path): - decorated = uv_pypi_base(project_root=project_root)(_build_flow()) - assert "pypi_base" in decorated._flow_decorators +def test_uv_pypi_base_passes_groups_and_python_through(project_root: Path, pypi_base_spy: dict): + uv_pypi_base(dependency_groups=["dev"], python="3.12", project_root=project_root)(_build_flow()) + assert pypi_base_spy["python"] == "3.12" + assert pypi_base_spy["packages"]["pytest"] == "8.4.1" -def test_uv_pypi_base_passes_groups_and_python_through(project_root: Path): - attributes = _pypi_attributes( - uv_pypi_base(groups=["dev"], python="3.12", project_root=project_root)(_build_flow()) - ) - assert attributes["python"] == "3.12" - assert attributes["packages"]["pytest"] == "8.4.1" +def test_uv_pypi_base_omits_disabled_unless_asked(project_root: Path, pypi_base_spy: dict): + # leaving the key out is what lets a step-level @uv_pypi inherit the flow's setting + uv_pypi_base(project_root=project_root)(_build_flow()) + assert "disabled" not in pypi_base_spy + +def test_uv_pypi_base_forwards_disabled(project_root: Path, pypi_base_spy: dict): + uv_pypi_base(disabled=True, project_root=project_root)(_build_flow()) + assert pypi_base_spy["disabled"] is True -def test_uv_pypi_base_forwards_disabled(project_root: Path): - attributes = _pypi_attributes(uv_pypi_base(disabled=True, project_root=project_root)(_build_flow())) - assert attributes["disabled"] is True + +def test_uv_pypi_base_registers_with_metaflow(project_root: Path): + # the one test that exercises the real decorator end to end + from metaflow.flowspec import FlowStateItems + + decorated = uv_pypi_base(project_root=project_root)(_build_flow()) + recorded = decorated._flow_state[FlowStateItems.FLOW_DECORATORS] + assert "pypi_base" in recorded + assert recorded["pypi_base"][0].attributes["packages"] == _get_packages_from_uv_lock(project_root=project_root) def test_uv_pypi_base_rejects_non_flow(): From d105d2fae6281915f11f8b9e9b7d02263eb91343 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Wed, 12 Aug 2026 12:59:16 +0530 Subject: [PATCH 04/13] chore: move the python floor to 3.10 and bump polars Re-locks against python 3.10 and raises the polars constraint to >=1.36.2. Note for reviewers: the interpreter floor is what decides several packages in the universal lock -- pandas resolves to 2.3.3 below 3.11 and 3.0.5 at or above it -- so this commit changes what flows using @uv_pypi_base bake. Co-Authored-By: Claude Opus 5 --- .python-version | 2 +- pyproject.toml | 2 +- uv.lock | 2770 ++++++++++++++++++++++++----------------------- 3 files changed, 1429 insertions(+), 1345 deletions(-) diff --git a/.python-version b/.python-version index bd28b9c..c8cfe39 100644 --- a/.python-version +++ b/.python-version @@ -1 +1 @@ -3.9 +3.10 diff --git a/pyproject.toml b/pyproject.toml index 3b0bf86..1d77422 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -18,7 +18,7 @@ dependencies = [ "pandas", "jinja2", "sqlparse>=0.5.3", - "polars>=1.36.1", + "polars>=1.36.2", "packaging", ] diff --git a/uv.lock b/uv.lock index c27e994..df462c8 100644 --- a/uv.lock +++ b/uv.lock @@ -1,20 +1,26 @@ version = 1 revision = 3 -requires-python = ">=3.9" +requires-python = ">=3.10" resolution-markers = [ - "python_full_version >= '3.12'", - "python_full_version == '3.11.*'", - "python_full_version == '3.10.*'", - "python_full_version < '3.10'", + "python_full_version >= '3.14' and sys_platform == 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13:02:02 +0530 Subject: [PATCH 05/13] feat: bump version to 0.6.0 in pyproject.toml and uv.lock --- pyproject.toml | 2 +- uv.lock | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 1d77422..be797b3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "ds-platform-utils" -version = "0.5.1" +version = "0.6.0" description = "Utility library for Pattern Data Science." readme = "README.md" authors = [ diff --git a/uv.lock b/uv.lock index df462c8..edfd3a9 100644 --- a/uv.lock +++ b/uv.lock @@ -571,7 +571,7 @@ wheels = [ [[package]] name = "ds-platform-utils" -version = "0.5.1" +version = "0.6.0" source = { editable = "." } dependencies = [ { name = "jinja2" }, From ed54313bbb004f4d820187cdce628997d3a96b9a Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Wed, 12 Aug 2026 19:52:49 +0530 Subject: [PATCH 06/13] feat(pypi): print the resolved environment at decoration time A flow now records the environment it actually built instead of leaving you to re-derive it from the lockfile: @uv_pypi_base on MyFlow: python 3.10, 10 package(s) from uv.lock jinja2 3.1.6 outerbounds 0.12.39 polars (unpinned) snowflake-connector-python 4.7.2 Uses print rather than a logger, matching the rest of the package -- a module logger would be silent by default with no logging configured. Names are sorted and versions column-aligned so two runs compare by eye. Three things the format states outright that a raw dict would not: "(unpinned)" for a deliberately unresolved entry, since an empty string reads as a missing value; a [environment disabled] header flag, so it is clear the listing will not be installed; and the decorated flow or step by name, which matters once several steps carry their own @uv_pypi. Prints nothing when no lockfile is found. That is the remote task re-importing the flow module inside an already-baked image -- there is nothing resolved to report, and printing would add noise to every task's logs. Note this fires at import, so it appears on any command that loads the flow module, not just run. Co-Authored-By: Claude Opus 5 --- docs/metaflow/pypi_packages.md | 22 +++++++++ .../metaflow/pypi_packages.py | 46 ++++++++++++++++-- .../metaflow/test__pypi_packages.py | 47 +++++++++++++++++++ 3 files changed, 112 insertions(+), 3 deletions(-) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index f0209d5..1210bea 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -47,6 +47,28 @@ class MyFlow(FlowSpec): def train(self): ... ``` +### What it prints + +Both decorators print the environment they resolved, so a run records what it actually built: + +``` +@uv_pypi_base on MyFlow: python 3.10, 10 package(s) from uv.lock + jinja2 3.1.6 + outerbounds 0.12.39 + pandas 2.3.3 + polars (unpinned) + snowflake-connector-python 4.7.2 + ... +``` + +`(unpinned)` means the lock could not be narrowed to one version, so `@pypi` resolves it — +see [Resolving a universal lockfile](#resolving-a-universal-lockfile). A `disabled=True` +environment is flagged in the header. + +This happens at **import** time, so it prints on any command that loads the flow module, not +only `run`. Nothing is printed when no `uv.lock` is found — that is the remote task +re-importing the module inside an already-baked image, where there is nothing to report. + ### Where the Python version comes from Checked in order of how concrete each source is: diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 0a73fbb..b25f5e6 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -467,7 +467,32 @@ def end(self): } -def _apply_uv_pypi(decorator, target, disabled=None, **kwargs): +def _format_pypi_environment(label: str, pypi_kwargs: dict) -> str: + """Render a resolved environment as an aligned block, for printing at decoration time. + + Args: + label: what is being decorated, e.g. `"@uv_pypi_base on MyFlow"` + pypi_kwargs: the `python` / `packages` map about to be handed to Metaflow + + Returns: + A multi-line string, package names sorted so two runs are comparable by eye. + + """ + packages = pypi_kwargs["packages"] + header = f"{label}: python {pypi_kwargs['python']}, {len(packages)} package(s) from uv.lock" + if pypi_kwargs.get("disabled"): + header += " [environment disabled]" + + width = max(len(name) for name in packages) + lines = [header] + for name in sorted(packages): + # an empty version is a deliberate "let @pypi resolve it", not a missing value, so + # say so rather than printing a blank column + lines.append(f" {name.ljust(width)} {packages[name] or '(unpinned)'}") + return "\n".join(lines) + + +def _apply_uv_pypi(decorator, target, label, disabled=None, **kwargs): """Wrap a Metaflow pypi decorator so its environment comes from the project. Supports both the bare (`@uv_pypi_base`) and called (`@uv_pypi_base(dependency_groups=["dev"])`) @@ -477,9 +502,15 @@ def _apply_uv_pypi(decorator, target, disabled=None, **kwargs): The environment is resolved when the decorator is applied, not when this function is called, so nothing is read off disk until a flow module is imported. + The resolved environment is printed, so a run records what it actually built rather than + leaving you to re-derive it. Nothing is printed when the map came back empty -- that is the + remote task re-importing the flow module inside an already-baked image, where there is no + lockfile to read and nothing worth reporting. + Args: decorator: the Metaflow decorator to delegate to, `pypi_base` or `pypi` target: the flow or step being decorated, or `None` in the called form + label: the decorator's own name, used to say which one resolved the environment disabled: when not `None`, forwarded to the Metaflow decorator to turn the environment off without removing it **kwargs: `dependency_groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` @@ -490,6 +521,9 @@ def decorate(obj): pypi_kwargs = _get_pypi_kwargs(**kwargs) if disabled is not None: pypi_kwargs["disabled"] = disabled + if pypi_kwargs["packages"]: + named = f"{label} on {obj.__name__}" if hasattr(obj, "__name__") else label + print(_format_pypi_environment(named, pypi_kwargs)) return decorator(**pypi_kwargs)(obj) return decorate if target is None else decorate(target) @@ -557,7 +591,13 @@ def end(self): from metaflow import pypi_base return _apply_uv_pypi( - pypi_base, flow, disabled, dependency_groups=dependency_groups, python=python, project_root=project_root + pypi_base, + flow, + "@uv_pypi_base", + disabled, + dependency_groups=dependency_groups, + python=python, + project_root=project_root, ) @@ -618,5 +658,5 @@ def end(self): from metaflow import pypi return _apply_uv_pypi( - pypi, step, disabled, dependency_groups=dependency_groups, python=python, project_root=project_root + pypi, step, "@uv_pypi", disabled, dependency_groups=dependency_groups, python=python, project_root=project_root ) diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index 72f35d3..c79839e 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -251,6 +251,53 @@ def test_uv_pypi_base_forwards_disabled(project_root: Path, pypi_base_spy: dict) assert pypi_base_spy["disabled"] is True +def test_uv_pypi_base_prints_the_resolved_environment( + project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture +): + (project_root / ".python-version").write_text("3.11\n") + uv_pypi_base(project_root=project_root)(_build_flow()) + out = capsys.readouterr().out + + header, *rows = out.rstrip("\n").splitlines() + assert header == "@uv_pypi_base on MyFlow: python 3.11, 4 package(s) from uv.lock" + + names = [row.split()[0] for row in rows] + assert names == sorted(names), "listed by name so two runs compare by eye" + # the darwin-gated dependency is resolved away, not reported + assert "pyobjc-core" not in names + + versions = dict(row.split(maxsplit=1) for row in rows) + assert versions["pandas"].strip() == "2.3.2" + # a deliberate "let @pypi resolve it" has to read as such rather than as a blank column + assert versions["polars"].strip() == "(unpinned)" + assert versions["ds-platform-utils"].strip().startswith("@ git+https://") + + # every version starts at the same column, padded to the longest name + assert len({len(row) - len(row.split(maxsplit=1)[1]) for row in rows}) == 1 + + +def test_uv_pypi_prints_the_step_it_decorates(project_root: Path, capsys: pytest.CaptureFixture): + def train(self): + pass + + uv_pypi(project_root=project_root)(step(train)) + assert "@uv_pypi on train:" in capsys.readouterr().out + + +def test_uv_pypi_base_says_nothing_when_no_lock_is_found(tmp_path: Path, capsys: pytest.CaptureFixture): + # a remote task re-imports the flow module inside an already-baked image, so there is no + # lockfile and nothing worth reporting -- printing there would just be noise per task + uv_pypi_base(project_root=tmp_path)(_build_flow()) + assert capsys.readouterr().out == "" + + +def test_uv_pypi_base_flags_a_disabled_environment( + project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture +): + uv_pypi_base(disabled=True, project_root=project_root)(_build_flow()) + assert "[environment disabled]" in capsys.readouterr().out + + def test_uv_pypi_base_registers_with_metaflow(project_root: Path): # the one test that exercises the real decorator end to end from metaflow.flowspec import FlowStateItems From be9ffc570ac56566669c91919c3c752b8eb6d5db Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Wed, 12 Aug 2026 19:52:49 +0530 Subject: [PATCH 07/13] docs: add Fast Bakery private repo access setup guide Flows depending on a private github.com/patterninc repo need Outerbounds to hold git credentials, because Fast Bakery runs pip install inside the bake -- local git credentials never reach it. Without the integration a bake fails at image build time, before any step runs. Records the current state as of 2026-08-12: the private-repo-access integration exists in the default perimeter and covers the org root https://github.com/patterninc, so every repo under it is already matched and a new private dependency needs no integration change. The prod perimeter has no GIT_PYPI_REPOSITORY integration at all, so a flow deployed there will fail to bake until one is created -- perimeters are isolated and grant nothing to each other. Covers setup per perimeter, verification, adding further git hosts (update replaces the URL list rather than appending), and token rotation. Commands read the token from an environment variable so it stays out of shell history; no token values appear in the doc. Co-Authored-By: Claude Opus 5 --- README.md | 1 + docs/metaflow/private_repo_access.md | 170 +++++++++++++++++++++++++++ 2 files changed, 171 insertions(+) create mode 100644 docs/metaflow/private_repo_access.md diff --git a/README.md b/README.md index c8049a7..f65531b 100644 --- a/README.md +++ b/README.md @@ -12,5 +12,6 @@ ## Admin / Setup +- [Private repo access in Fast Bakery](docs/metaflow/private_repo_access.md) - [Table-ownership registry view](docs/metaflow/table_ownership_registry.md) diff --git a/docs/metaflow/private_repo_access.md b/docs/metaflow/private_repo_access.md new file mode 100644 index 0000000..d575132 --- /dev/null +++ b/docs/metaflow/private_repo_access.md @@ -0,0 +1,170 @@ +# Private repo access in Fast Bakery + +Flows that depend on a private `github.com/patterninc` repo need Outerbounds to hold Git +credentials, because **Fast Bakery runs `pip install` inside the bake**, not on your laptop. +Your local `git` credentials never reach it. + +This is a **one-time admin setup step per perimeter**, not part of the Python API. + +## Why it is needed + +[`@uv_pypi_base`](pypi_packages.md) turns a `uv.lock` git dependency into a PEP 508 direct +reference pinned to the resolved commit: + +```python +{"ds-platform-utils": "@ git+https://github.com/patterninc/ds-platform-utils.git@06ead9f0..."} +``` + +Fast Bakery hands that to pip, pip runs `git clone`, and GitHub refuses an anonymous clone of a +private repo. Without the integration the bake fails at image build time with an authentication +error — before any step runs. + +A `GIT_PYPI_REPOSITORY` integration supplies the credential Fast Bakery uses for matching +repository URLs. + +## Current state + +As of **2026-08-12**: + +| Perimeter | Integration | Repositories covered | Status | +| --- | --- | --- | --- | +| `default` | `private-repo-access` | `https://github.com/patterninc` | ✅ Configured | +| `prod` | — | — | ❌ **Not yet configured** | + +Verify at any time with: + +```bash +outerbounds integrations list --perimeter default +outerbounds integrations list --perimeter prod +``` + +### What the existing entry covers + +The registered URL is the **organization root**, `https://github.com/patterninc` — not a single +repo. Fast Bakery matches by URL prefix, so every repo under the org is already covered by the +`default` perimeter entry, including: + +- `ds-platform-utils` +- `ds-dqv-tool` +- any new `patterninc` repo, with **no integration change needed** + +That is the reason to keep registering the org root rather than individual repos: a new private +dependency works without touching Outerbounds. + +### Still to be added + +**`prod` perimeter.** A flow deployed to `prod` that depends on a private repo will fail to bake +until the same integration exists there. Perimeters are fully isolated — an integration in +`default` grants nothing in `prod`. Run the [setup](#setup) below with `--perimeter prod`. + +## Prerequisites + +- A GitHub **fine-grained personal access token** (`github_pat_…`) or classic PAT, scoped to + read `patterninc` repository contents. Read-only is sufficient — Fast Bakery only clones. +- Admin rights on the Outerbounds perimeter you are configuring. +- The `outerbounds` CLI, which ships with this package's dependencies. + +> **Never commit a token, and never paste one into a shared doc or ticket.** The commands below +> read it from an environment variable so it does not land in your shell history. Prefer a token +> owned by a service account over a personal one, so access survives someone leaving. + +## Setup + +Put the token in your shell without recording it in history — note the leading space, and use +`read -s` so it is never echoed: + +```bash + read -rs GITHUB_PAT && export GITHUB_PAT +``` + +### 1. Confirm which perimeters exist + +```bash +outerbounds perimeter list +outerbounds perimeter show-current +``` + +### 2. Create the integration in `default` + +Already done — skip unless you are rebuilding it. Use `update` instead if it exists (see +[Rotating the token](#rotating-the-token)). + +```bash +outerbounds integrations git-pypi-repository create private-repo-access \ + --description "Patterninc repos" \ + --repository-url https://github.com/patterninc \ + --username oauth2 \ + --password "$GITHUB_PAT" \ + --perimeter default +``` + +### 3. Create the integration in `prod` + +This is the outstanding step. Same command, different perimeter: + +```bash +outerbounds integrations git-pypi-repository create private-repo-access \ + --description "Patterninc repos" \ + --repository-url https://github.com/patterninc \ + --username oauth2 \ + --password "$GITHUB_PAT" \ + --perimeter prod +``` + +`--username oauth2` is a placeholder. GitHub authenticates on the token alone and ignores the +username, but the CLI requires the flag. + +### 4. Verify + +```bash +outerbounds integrations get private-repo-access --perimeter prod +``` + +Expect `"integration_status": "CREATED"` and your URL under `repository_urls`. The response never +returns the token. + +Then confirm end to end by baking a flow that has a private git dependency: + +```bash +python flows/my_flow.py --environment=pypi run +``` + +## Maintenance + +### Adding another Git host or org + +`--repository-url` is repeatable, so one integration can cover several roots. `update` **replaces** +the list rather than appending — pass every URL you want to keep: + +```bash +outerbounds integrations git-pypi-repository update private-repo-access \ + --repository-url https://github.com/patterninc \ + --repository-url https://github.com/some-other-org \ + --perimeter default +``` + +### Rotating the token + +Run `update` with the new token in **each** perimeter. Do this before the old token expires — an +expired credential surfaces as a bake failure, not a warning: + +```bash +for p in default prod; do + outerbounds integrations git-pypi-repository update private-repo-access \ + --username oauth2 --password "$GITHUB_PAT" --perimeter "$p" +done +``` + +Then clear the variable: `unset GITHUB_PAT`. + +## Troubleshooting + +| Symptom | Cause | +| --- | --- | +| Bake fails cloning a `patterninc` repo | No integration in the perimeter you are running against. Check with `outerbounds integrations list --perimeter

`. | +| Works locally, fails on deploy | The `prod` perimeter is missing the integration — see [step 3](#3-create-the-integration-in-prod). | +| Worked before, now `authentication failed` | Token expired or was revoked. Rotate it in every perimeter. | +| A newly added repo fails | Only if it lives outside `github.com/patterninc`; anything under the org root is already matched. | +| `pip` resolves but installs the wrong commit | Not a credentials problem — the lockfile is stale. Run `uv lock`. | + +Related: [`uv_pypi_base` / `uv_pypi`](pypi_packages.md) for how the git reference is produced. From b78d5164615d8732a29aed648094d6aae055f403 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Wed, 12 Aug 2026 20:02:56 +0530 Subject: [PATCH 08/13] feat(pypi): conditionally print environment details when not running a flow --- src/ds_platform_utils/metaflow/pypi_packages.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index b25f5e6..921ab4b 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -516,6 +516,7 @@ def _apply_uv_pypi(decorator, target, label, disabled=None, **kwargs): **kwargs: `dependency_groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` """ + import metaflow def decorate(obj): pypi_kwargs = _get_pypi_kwargs(**kwargs) @@ -523,7 +524,8 @@ def decorate(obj): pypi_kwargs["disabled"] = disabled if pypi_kwargs["packages"]: named = f"{label} on {obj.__name__}" if hasattr(obj, "__name__") else label - print(_format_pypi_environment(named, pypi_kwargs)) + if not metaflow.current.is_running_flow: + print(_format_pypi_environment(named, pypi_kwargs)) return decorator(**pypi_kwargs)(obj) return decorate if target is None else decorate(target) From 22c773c1e98f8f3ee3b7789f3a11a4cb457cf951 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Mon, 17 Aug 2026 11:34:25 +0530 Subject: [PATCH 09/13] refactor(pypi): extract the is_running_flow guard, and cover it Moves the check added in b78d516 into a named _should_log_environment helper, adds the test it was missing, and documents the two conditions that suppress the summary. Behaviour is unchanged: the environment prints unless current.is_running_flow. What that catches is a flow module re-imported while a run is already in progress, such as one flow triggering another. It does not catch the per-task `step` subprocess metaflow spawns. `current` is populated by the task runtime, which starts after the flow module is imported and these decorators run, so is_running_flow reads False there and the summary still prints once per step. The helper's docstring records that so the next reader does not have to rediscover it. Co-Authored-By: Claude Opus 5 --- docs/metaflow/pypi_packages.md | 8 +++-- .../metaflow/pypi_packages.py | 32 +++++++++++++++---- .../metaflow/test__pypi_packages.py | 12 +++++++ 3 files changed, 43 insertions(+), 9 deletions(-) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index 1210bea..f6555cd 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -66,8 +66,12 @@ see [Resolving a universal lockfile](#resolving-a-universal-lockfile). A `disabl environment is flagged in the header. This happens at **import** time, so it prints on any command that loads the flow module, not -only `run`. Nothing is printed when no `uv.lock` is found — that is the remote task -re-importing the module inside an already-baked image, where there is nothing to report. +only `run`. Two things suppress it: + +| Condition | Why | +| --- | --- | +| `current.is_running_flow` is true | The flow module was re-imported while a run is already in progress — one flow triggering another — so the environment has already been reported. | +| No `uv.lock` found | The remote task, re-importing the module inside an already-baked image. Nothing was resolved, so there is nothing to report. | ### Where the Python version comes from diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 921ab4b..6778af1 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -467,6 +467,25 @@ def end(self): } +def _should_log_environment() -> bool: + """Say whether this process should report the environment it resolved. + + Metaflow populates `current` when the task runtime starts, so `is_running_flow` separates + a process executing a task from the client invocation that launched it. + + It reads False during ordinary decoration, because the flow module is imported -- and these + decorators run -- before the task runtime initialises `current`. What it catches is a flow + module re-imported while a run is already in progress, such as one flow triggering another. + + Returns: + `True` when the resolved environment should be printed. + + """ + from metaflow import current + + return not current.is_running_flow + + def _format_pypi_environment(label: str, pypi_kwargs: dict) -> str: """Render a resolved environment as an aligned block, for printing at decoration time. @@ -503,9 +522,10 @@ def _apply_uv_pypi(decorator, target, label, disabled=None, **kwargs): called, so nothing is read off disk until a flow module is imported. The resolved environment is printed, so a run records what it actually built rather than - leaving you to re-derive it. Nothing is printed when the map came back empty -- that is the - remote task re-importing the flow module inside an already-baked image, where there is no - lockfile to read and nothing worth reporting. + leaving you to re-derive it -- but only from a process that is not itself executing a task, + per `_should_log_environment`. Nothing is printed when the map came back empty either, that + being the remote task re-importing the flow module inside an already-baked image, where + there is no lockfile to read and nothing worth reporting. Args: decorator: the Metaflow decorator to delegate to, `pypi_base` or `pypi` @@ -516,16 +536,14 @@ def _apply_uv_pypi(decorator, target, label, disabled=None, **kwargs): **kwargs: `dependency_groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` """ - import metaflow def decorate(obj): pypi_kwargs = _get_pypi_kwargs(**kwargs) if disabled is not None: pypi_kwargs["disabled"] = disabled - if pypi_kwargs["packages"]: + if pypi_kwargs["packages"] and _should_log_environment(): named = f"{label} on {obj.__name__}" if hasattr(obj, "__name__") else label - if not metaflow.current.is_running_flow: - print(_format_pypi_environment(named, pypi_kwargs)) + print(_format_pypi_environment(named, pypi_kwargs)) return decorator(**pypi_kwargs)(obj) return decorate if target is None else decorate(target) diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index c79839e..3071277 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -284,6 +284,18 @@ def train(self): assert "@uv_pypi on train:" in capsys.readouterr().out +def test_uv_pypi_base_says_nothing_while_a_flow_is_running( + project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture, monkeypatch: pytest.MonkeyPatch +): + # `current` is populated once the task runtime starts, so this is the flow module being + # re-imported mid-run -- e.g. one flow triggering another -- rather than the client + import metaflow + + monkeypatch.setattr(type(metaflow.current), "is_running_flow", property(lambda self: True)) + uv_pypi_base(project_root=project_root)(_build_flow()) + assert capsys.readouterr().out == "" + + def test_uv_pypi_base_says_nothing_when_no_lock_is_found(tmp_path: Path, capsys: pytest.CaptureFixture): # a remote task re-imports the flow module inside an already-baked image, so there is no # lockfile and nothing worth reporting -- printing there would just be noise per task From 96cf3f0ac50237de1a94f479d0d7c7e0c9c6ec19 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Mon, 17 Aug 2026 12:03:31 +0530 Subject: [PATCH 10/13] fix(pypi): print the environment once per run, not once per step Metaflow re-imports the flow module -- so re-evaluates these decorators -- in every process that touches a task, so the summary was printed once per step on both Kubernetes and non-Kubernetes setups. is_running_flow alone could not fix that. current is populated by the task runtime, which starts after the flow module is imported and the decorators ran, so it reads False in the very processes that needed silencing. Two checks that do exist that early are added beside it: - MF_PATHSPEC, which metaflow's mflog helper exports into every remote task command, marking a Kubernetes pod, Batch job, Argo or Step Functions container. - The task subcommand in sys.argv. Every backend builds its task command around the same subcommand, so this covers the local worker metaflow spawns per task -- whose environment is only a copy of the client's, and so carries no marker variable -- as well as the container it launches. is_running_flow stays: it catches a case neither of the others can see, a flow module re-imported while a run is already in progress, such as one flow triggering another. None of the three is load-bearing. If a future metaflow renames a subcommand or drops a variable the failure is a duplicated log block, not a broken run. Verified on a real local run: one block at the top, nothing under any of the three tasks. Unit tests cover each signal in isolation, including a remote task whose argv looks like the client's, which is what makes keeping both worthwhile. Co-Authored-By: Claude Opus 5 --- docs/metaflow/pypi_packages.md | 5 +++ .../metaflow/pypi_packages.py | 37 ++++++++++++++++--- .../metaflow/test__pypi_packages.py | 35 ++++++++++++++++++ 3 files changed, 72 insertions(+), 5 deletions(-) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index f6555cd..f58fc18 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -70,9 +70,14 @@ only `run`. Two things suppress it: | Condition | Why | | --- | --- | +| `MF_PATHSPEC` is set | Metaflow exports it into every *remote* task command, so it marks a Kubernetes pod, Batch job, Argo or Step Functions container. | +| The process is running a task (`step` / `spin-step` in `sys.argv`) | Metaflow runs one of these per task — locally, and again inside the container — each re-importing the flow module. This is the one that covers the **local** worker, whose environment is just a copy of the client's, and it works on every backend. | | `current.is_running_flow` is true | The flow module was re-imported while a run is already in progress — one flow triggering another — so the environment has already been reported. | | No `uv.lock` found | The remote task, re-importing the module inside an already-baked image. Nothing was resolved, so there is nothing to report. | +None of the first three is load-bearing: if a future Metaflow renames a subcommand or drops a +variable, the failure is a duplicated log block, not a broken run. + ### Where the Python version comes from Checked in order of how concrete each source is: diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 6778af1..56b146f 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -32,6 +32,7 @@ class MyFlow(FlowSpec): ... else: import tomli as tomllib +import os from pathlib import Path from typing import Optional, Tuple, Union from urllib.parse import parse_qs, urlsplit, urlunsplit @@ -39,6 +40,16 @@ class MyFlow(FlowSpec): ... #: uv.lock `source` keys that mean "this is the local project, not something to install". _LOCAL_SOURCE_KEYS = ("virtual", "editable", "directory") +#: Metaflow subcommands that mean "this process is running one task", not the client invocation +#: that launched it. Metaflow spawns one such process per task -- locally, and again inside the +#: container -- and each re-imports the flow module, re-evaluating these decorators. +_TASK_COMMANDS = ("step", "spin-step") + +#: Exported by Metaflow's mflog helper into every *remote* task command, so it is set in a +#: Kubernetes pod, Batch job, Argo or Step Functions container -- but not in the local worker, +#: whose environment is a plain copy of the client's. +_REMOTE_TASK_ENV_VAR = "MF_PATHSPEC" + #: Metaflow bakes remote task images for Linux, so that is the platform markers are evaluated #: against. A flow that only ever runs locally on a Mac can override it. _DEFAULT_SYS_PLATFORM = "linux" @@ -470,17 +481,33 @@ def end(self): def _should_log_environment() -> bool: """Say whether this process should report the environment it resolved. - Metaflow populates `current` when the task runtime starts, so `is_running_flow` separates - a process executing a task from the client invocation that launched it. + The summary is worth one block per run, and Metaflow re-imports the flow module -- so + re-evaluates these decorators -- in every process that touches a task. Three checks answer + "am I running a task rather than launching one", because no single one covers every context: - It reads False during ordinary decoration, because the flow module is imported -- and these - decorators run -- before the task runtime initialises `current`. What it catches is a flow - module re-imported while a run is already in progress, such as one flow triggering another. + 1. `MF_PATHSPEC`, which Metaflow's mflog helper exports into every *remote* task command. + Present in a Kubernetes pod, Batch job, Argo or Step Functions container; absent from the + local worker, whose environment is a plain copy of the client's. + 2. The task subcommand in `sys.argv`. Every backend builds its task command around the same + subcommand, so this one covers the local worker Metaflow spawns per task *as well as* the + container it launches. + 3. `current.is_running_flow`, which only becomes true once the task runtime has started -- + after this decorator ran. It therefore cannot see cases 1 or 2 at all, and catches a + different one: a flow module re-imported while a run is already in progress, such as one + flow triggering another. + + None of these is load-bearing. If a future Metaflow renames a subcommand or drops a + variable, the failure is a duplicated log block, not a broken run. Returns: `True` when the resolved environment should be printed. """ + if os.environ.get(_REMOTE_TASK_ENV_VAR): + return False + if any(command in sys.argv for command in _TASK_COMMANDS): + return False + from metaflow import current return not current.is_running_flow diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index 3071277..0f789e4 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -284,6 +284,41 @@ def train(self): assert "@uv_pypi on train:" in capsys.readouterr().out +@pytest.mark.parametrize("command", ["step", "spin-step"]) +def test_uv_pypi_base_says_nothing_in_a_task_process( + command: str, + project_root: Path, + pypi_base_spy: dict, + capsys: pytest.CaptureFixture, + monkeypatch: pytest.MonkeyPatch, +): + # metaflow runs one of these per task -- locally, and again inside the container -- and each + # re-imports the flow module. Without this the summary prints once per step. + monkeypatch.setattr("sys.argv", ["my_flow.py", "--quiet", command, "start", "--run-id", "1"]) + uv_pypi_base(project_root=project_root)(_build_flow()) + assert capsys.readouterr().out == "" + + +def test_uv_pypi_base_reports_from_the_client( + project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture, monkeypatch: pytest.MonkeyPatch +): + # the invocation that launches the run is the one that should report + monkeypatch.setattr("sys.argv", ["my_flow.py", "--environment=pypi", "run"]) + uv_pypi_base(project_root=project_root)(_build_flow()) + assert "@uv_pypi_base on MyFlow:" in capsys.readouterr().out + + +def test_uv_pypi_base_says_nothing_in_a_remote_task( + project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture, monkeypatch: pytest.MonkeyPatch +): + # MF_PATHSPEC is exported into every remote task command, so it holds even if argv changes + # shape. Set argv to the client's to prove this check stands on its own. + monkeypatch.setattr("sys.argv", ["my_flow.py", "run"]) + monkeypatch.setenv("MF_PATHSPEC", "MyFlow/219386/start/1808602") + uv_pypi_base(project_root=project_root)(_build_flow()) + assert capsys.readouterr().out == "" + + def test_uv_pypi_base_says_nothing_while_a_flow_is_running( project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture, monkeypatch: pytest.MonkeyPatch ): From b68ffc2f2ddb1c122be26edea6abaad5bd235d49 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Mon, 17 Aug 2026 12:28:08 +0530 Subject: [PATCH 11/13] refactor(pypi): drop the disabled parameter from both decorators disabled only ever forwarded a value straight through to metaflow, and asking for it meant "derive the whole environment from the lock, then throw it away". Metaflow's own @pypi_base(disabled=True) / @pypi(disabled=True) express that without the pointless lockfile read, so the parameter earned nothing. Removes it from both decorators rather than one, since nothing about the flow and step cases made them differ here. The [environment disabled] header flag goes too. Nothing sets the key any more, so it could never fire. Co-Authored-By: Claude Opus 5 --- docs/metaflow/pypi_packages.md | 10 +++------- .../metaflow/pypi_packages.py | 17 +++-------------- .../unit_tests/metaflow/test__pypi_packages.py | 18 ------------------ 3 files changed, 6 insertions(+), 39 deletions(-) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index f58fc18..fd40dae 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -33,7 +33,6 @@ when there is something to configure: @uv_pypi_base # derive everything @uv_pypi_base(dependency_groups=["dev"]) # add a dependency group @uv_pypi_base(python="3.11") # override the derived interpreter -@uv_pypi_base(disabled=True) # skip environment creation ``` ### One step instead of the whole flow @@ -62,11 +61,11 @@ Both decorators print the environment they resolved, so a run records what it ac ``` `(unpinned)` means the lock could not be narrowed to one version, so `@pypi` resolves it — -see [Resolving a universal lockfile](#resolving-a-universal-lockfile). A `disabled=True` -environment is flagged in the header. +see [Resolving a universal lockfile](#resolving-a-universal-lockfile). This happens at **import** time, so it prints on any command that loads the flow module, not -only `run`. Two things suppress it: +only `run`. Four conditions suppress it, so the summary lands once per run rather than once per +step: | Condition | Why | | --- | --- | @@ -106,7 +105,6 @@ uv_pypi_base( dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, - disabled: Optional[bool] = None, ) # the decorated flow, or a decorator uv_pypi( @@ -115,7 +113,6 @@ uv_pypi( dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, - disabled: Optional[bool] = None, ) # the decorated step, or a decorator ``` @@ -126,7 +123,6 @@ uv_pypi( | `dependency_groups` | `str \| list[str]` | No | Dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. Excluded by default — groups are optional. | | `python` | `str` | No | Overrides the version derived from the project, e.g. `"3.11"`. | | `project_root` | `str \| Path` | No | Directory holding the project files. Defaults to searching upward from the launch directory. | -| `disabled` | `bool` | No | Forwarded to Metaflow to skip environment creation without removing the decorator. | ## How the packages are derived diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 56b146f..9f70919 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -526,8 +526,6 @@ def _format_pypi_environment(label: str, pypi_kwargs: dict) -> str: """ packages = pypi_kwargs["packages"] header = f"{label}: python {pypi_kwargs['python']}, {len(packages)} package(s) from uv.lock" - if pypi_kwargs.get("disabled"): - header += " [environment disabled]" width = max(len(name) for name in packages) lines = [header] @@ -538,7 +536,7 @@ def _format_pypi_environment(label: str, pypi_kwargs: dict) -> str: return "\n".join(lines) -def _apply_uv_pypi(decorator, target, label, disabled=None, **kwargs): +def _apply_uv_pypi(decorator, target, label, **kwargs): """Wrap a Metaflow pypi decorator so its environment comes from the project. Supports both the bare (`@uv_pypi_base`) and called (`@uv_pypi_base(dependency_groups=["dev"])`) @@ -558,16 +556,12 @@ def _apply_uv_pypi(decorator, target, label, disabled=None, **kwargs): decorator: the Metaflow decorator to delegate to, `pypi_base` or `pypi` target: the flow or step being decorated, or `None` in the called form label: the decorator's own name, used to say which one resolved the environment - disabled: when not `None`, forwarded to the Metaflow decorator to turn the - environment off without removing it **kwargs: `dependency_groups`, `python` and `project_root`, forwarded to `_get_pypi_kwargs` """ def decorate(obj): pypi_kwargs = _get_pypi_kwargs(**kwargs) - if disabled is not None: - pypi_kwargs["disabled"] = disabled if pypi_kwargs["packages"] and _should_log_environment(): named = f"{label} on {obj.__name__}" if hasattr(obj, "__name__") else label print(_format_pypi_environment(named, pypi_kwargs)) @@ -582,7 +576,6 @@ def uv_pypi_base( dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, - disabled: Optional[bool] = None, ): """Metaflow's `@pypi_base`, with the flow's environment filled in from uv.lock. @@ -629,7 +622,6 @@ def end(self): `"3.11"`. project_root: directory holding the project files. Defaults to searching upward from the directory the flow was launched from. - disabled: set `True` to skip environment creation, as on `@pypi_base` itself. Returns: The decorated flow, or a decorator when called with keyword arguments. @@ -641,7 +633,6 @@ def end(self): pypi_base, flow, "@uv_pypi_base", - disabled, dependency_groups=dependency_groups, python=python, project_root=project_root, @@ -654,14 +645,13 @@ def uv_pypi( dependency_groups: Optional[Union[str, list]] = None, python: Optional[str] = None, project_root: Optional[Union[str, Path]] = None, - disabled: Optional[bool] = None, ): """Metaflow's `@pypi`, with a single step's environment filled in from uv.lock. The step-level counterpart to [`uv_pypi_base`][ds_platform_utils.metaflow.uv_pypi_base] -- same derived environment, scoped to one step instead of the whole flow. Both Metaflow decorators accept the same - `python` / `packages` / `disabled` arguments, so the two behave identically apart from + `python` and `packages` arguments, so the two behave identically apart from where they attach. Example usage: @@ -696,7 +686,6 @@ def end(self): `"3.11"`. project_root: directory holding the project files. Defaults to searching upward from the directory the flow was launched from. - disabled: set `True` to skip environment creation, as on `@pypi` itself. Returns: The decorated step, or a decorator when called with keyword arguments. @@ -705,5 +694,5 @@ def end(self): from metaflow import pypi return _apply_uv_pypi( - pypi, step, "@uv_pypi", disabled, dependency_groups=dependency_groups, python=python, project_root=project_root + pypi, step, "@uv_pypi", dependency_groups=dependency_groups, python=python, project_root=project_root ) diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index 0f789e4..0e6a983 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -240,17 +240,6 @@ def test_uv_pypi_base_passes_groups_and_python_through(project_root: Path, pypi_ assert pypi_base_spy["packages"]["pytest"] == "8.4.1" -def test_uv_pypi_base_omits_disabled_unless_asked(project_root: Path, pypi_base_spy: dict): - # leaving the key out is what lets a step-level @uv_pypi inherit the flow's setting - uv_pypi_base(project_root=project_root)(_build_flow()) - assert "disabled" not in pypi_base_spy - - -def test_uv_pypi_base_forwards_disabled(project_root: Path, pypi_base_spy: dict): - uv_pypi_base(disabled=True, project_root=project_root)(_build_flow()) - assert pypi_base_spy["disabled"] is True - - def test_uv_pypi_base_prints_the_resolved_environment( project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture ): @@ -338,13 +327,6 @@ def test_uv_pypi_base_says_nothing_when_no_lock_is_found(tmp_path: Path, capsys: assert capsys.readouterr().out == "" -def test_uv_pypi_base_flags_a_disabled_environment( - project_root: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture -): - uv_pypi_base(disabled=True, project_root=project_root)(_build_flow()) - assert "[environment disabled]" in capsys.readouterr().out - - def test_uv_pypi_base_registers_with_metaflow(project_root: Path): # the one test that exercises the real decorator end to end from metaflow.flowspec import FlowStateItems From 1744e61029b62971bca524059c38f393d8363a41 Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Mon, 17 Aug 2026 12:54:56 +0530 Subject: [PATCH 12/13] feat(pypi): fail when no uv.lock is found, except inside a task A missing lockfile silently produced an empty packages map, so a flow launched from the wrong directory baked an environment with nothing in it and only failed later, somewhere less informative. It now raises FileNotFoundError naming the directory searched -- or saying it walked upwards -- and suggesting the three fixes: run `uv lock`, launch from inside the repo, or pass project_root=. Decoration is import time, so this lands before a run is scheduled. Raising unconditionally is not an option: metaflow's code package carries only .py files, so uv.lock never reaches the container, and the task re-imports the flow module. Every remote run would die at import. A process already running a task therefore still gets an empty map, which is correct there -- the image was baked from the environment resolved on the client. Extracts the MF_PATHSPEC / argv / is_running_flow checks into _is_running_task, now shared by this and the logging. Worth noting the risk profile differs between the two callers: a false positive costs the logging a missing line, but would cost this a silent empty environment. All three signals only become true in processes metaflow itself started, so a false positive means metaflow misreported its own context. pyproject.toml is deliberately not required. It is only consulted as the middle tier of the python-version fallback, and plenty of projects declare no requires-python at all. Co-Authored-By: Claude Opus 5 --- docs/metaflow/pypi_packages.md | 24 ++++++--- .../metaflow/pypi_packages.py | 49 +++++++++++------ .../metaflow/test__pypi_packages.py | 53 +++++++++++++++++-- 3 files changed, 97 insertions(+), 29 deletions(-) diff --git a/docs/metaflow/pypi_packages.md b/docs/metaflow/pypi_packages.md index fd40dae..a0d9326 100644 --- a/docs/metaflow/pypi_packages.md +++ b/docs/metaflow/pypi_packages.md @@ -72,7 +72,7 @@ step: | `MF_PATHSPEC` is set | Metaflow exports it into every *remote* task command, so it marks a Kubernetes pod, Batch job, Argo or Step Functions container. | | The process is running a task (`step` / `spin-step` in `sys.argv`) | Metaflow runs one of these per task — locally, and again inside the container — each re-importing the flow module. This is the one that covers the **local** worker, whose environment is just a copy of the client's, and it works on every backend. | | `current.is_running_flow` is true | The flow module was re-imported while a run is already in progress — one flow triggering another — so the environment has already been reported. | -| No `uv.lock` found | The remote task, re-importing the module inside an already-baked image. Nothing was resolved, so there is nothing to report. | +| No `uv.lock` found **and** the process is running a task | The remote task, re-importing the module inside an already-baked image. Nothing was resolved, so there is nothing to report. On the client this raises instead — see [Errors](#errors). | None of the first three is load-bearing: if a future Metaflow renames a subcommand or drops a variable, the failure is a duplicated log block, not a broken run. @@ -135,10 +135,11 @@ uv_pypi( the query string and the resolved commit in the fragment; that gets taken apart and reassembled around the **commit SHA**, which is what makes the build repeatable. - **Resolves markers** against the environment being built — see below. -- Emits **nothing** when `uv.lock` cannot be found, which is what makes remote tasks work: a - remote task re-imports the flow module — re-evaluating the decorator — inside a container - whose code package holds only `.py` files. The image was already baked from the environment - resolved on the client, so nothing is lost. +- **Raises** when `uv.lock` cannot be found, unless the process is already running a task. A + task re-imports the flow module — re-evaluating the decorator — inside a container whose code + package holds only `.py` files, so the lock is legitimately absent there and an empty map is + correct; the image was already baked from the environment resolved on the client. Anywhere + else a missing lockfile is a mistake, and silently resolving to nothing would hide it. Everything above comes from `uv.lock`, so run `uv lock` after changing a dependency or the flow will bake the previous version. @@ -195,10 +196,17 @@ Pass `project_root=` explicitly if the flow is launched from outside the repo. ## Errors -Decoration raises `ValueError` rather than silently building an environment that will fail at -bake time, so these surface the moment the flow module is imported: +Decoration happens at import, so these surface before a run is scheduled — no bake, no tasks — +rather than silently building an environment that fails later. -- a requested group is not recorded in the lock +`FileNotFoundError` when no `uv.lock` is found. The message names the directory searched, or +says it walked upwards from the launch directory, and suggests the three fixes: run `uv lock`, +launch from inside the repo, or pass `project_root=`. Skipped in a process already running a +task, where the lock is expected to be absent. + +`ValueError` for a lockfile that cannot produce a usable environment: + +- a requested dependency group is not recorded in the lock - a lock `source` is `path` or `workspace` — local-only, so a remote task cannot fetch it - a root dependency is missing from the lock (stale lockfile — run `uv lock`) diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 9f70919..2a6325b 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -336,9 +336,11 @@ def _get_packages_from_uv_lock( Deliberately *not* the full transitive closure: `@pypi` resolves transitives itself from these pinned roots, and per-platform wheel availability is its job rather than this one's. - Returns an empty map when `uv.lock` cannot be found -- a remote task re-imports the flow - module inside a container whose code package holds only `.py` files. The image is already - baked from the map resolved on the client by then, so nothing is lost. + Raises when `uv.lock` cannot be found, since an environment silently resolving to nothing is + worse than a failure that names the directory it searched. The exception is a process already + running a task: it re-imports the flow module inside an already-baked image, where metaflow's + code package carries only `.py` files, so the lock is legitimately absent and an empty map is + the right answer. Args: dependency_groups: names of dependency groups to add on top of the runtime dependencies, e.g. @@ -362,7 +364,17 @@ def _get_packages_from_uv_lock( lock_path = _find_project_file("uv.lock", project_root) if lock_path is None: - return {} + if _is_running_task(): + # a task re-imports the flow module inside an already-baked image, and metaflow's + # code package carries only .py files -- so the lock is legitimately absent here. + # The image was built from the map resolved on the client, so nothing is lost. + return {} + raise FileNotFoundError( + "no uv.lock found, so there is nothing to build a @pypi environment from. Looked in " + + (f"{Path(project_root)}" if project_root is not None else f"{Path.cwd()} and its parents") + + ". Run `uv lock` if the project has no lockfile yet, launch the flow from inside the " + "repo, or pass project_root= to point at the directory holding it." + ) lock = _load_toml(lock_path) @@ -478,12 +490,15 @@ def end(self): } -def _should_log_environment() -> bool: - """Say whether this process should report the environment it resolved. +def _is_running_task() -> bool: + """Say whether this process is running a task rather than launching one. + + Metaflow re-imports the flow module -- so re-evaluates these decorators -- in every process + that touches a task. Two things follow from that, and both need this answer: the resolved + environment is worth reporting once per run rather than once per task, and a missing + lockfile is a mistake on the client but expected inside a task. - The summary is worth one block per run, and Metaflow re-imports the flow module -- so - re-evaluates these decorators -- in every process that touches a task. Three checks answer - "am I running a task rather than launching one", because no single one covers every context: + Three checks, because no single one covers every context: 1. `MF_PATHSPEC`, which Metaflow's mflog helper exports into every *remote* task command. Present in a Kubernetes pod, Batch job, Argo or Step Functions container; absent from the @@ -496,21 +511,23 @@ def _should_log_environment() -> bool: different one: a flow module re-imported while a run is already in progress, such as one flow triggering another. - None of these is load-bearing. If a future Metaflow renames a subcommand or drops a - variable, the failure is a duplicated log block, not a broken run. + None of these is load-bearing for the logging. If a future Metaflow renames a subcommand or + drops a variable, the worst case there is a duplicated log block. A false *positive* would + matter more, since it would turn a missing lockfile into an empty environment instead of an + error -- but all three only become true in processes Metaflow itself started. Returns: - `True` when the resolved environment should be printed. + `True` when this process is executing a task. """ if os.environ.get(_REMOTE_TASK_ENV_VAR): - return False + return True if any(command in sys.argv for command in _TASK_COMMANDS): - return False + return True from metaflow import current - return not current.is_running_flow + return current.is_running_flow def _format_pypi_environment(label: str, pypi_kwargs: dict) -> str: @@ -562,7 +579,7 @@ def _apply_uv_pypi(decorator, target, label, **kwargs): def decorate(obj): pypi_kwargs = _get_pypi_kwargs(**kwargs) - if pypi_kwargs["packages"] and _should_log_environment(): + if pypi_kwargs["packages"] and not _is_running_task(): named = f"{label} on {obj.__name__}" if hasattr(obj, "__name__") else label print(_format_pypi_environment(named, pypi_kwargs)) return decorator(**pypi_kwargs)(obj) diff --git a/tests/unit_tests/metaflow/test__pypi_packages.py b/tests/unit_tests/metaflow/test__pypi_packages.py index 0e6a983..5ddcc25 100644 --- a/tests/unit_tests/metaflow/test__pypi_packages.py +++ b/tests/unit_tests/metaflow/test__pypi_packages.py @@ -136,8 +136,38 @@ def test_uv_lock_rejects_unrecorded_group(project_root: Path): _get_packages_from_uv_lock(dependency_groups=["nope"], project_root=project_root) -def test_returns_empty_map_when_files_are_missing(tmp_path: Path): - # stands in for a remote task, whose code package holds only .py files +def test_raises_when_no_lockfile_is_found(tmp_path: Path): + # an environment that silently resolves to nothing is worse than a failure that says where + # it looked, so the client is told rather than handed an empty map + with pytest.raises(FileNotFoundError, match="no uv.lock found"): + _get_packages_from_uv_lock(project_root=tmp_path) + + +def test_missing_lockfile_error_names_where_it_looked(tmp_path: Path, monkeypatch: pytest.MonkeyPatch): + # an explicit root is reported as the one directory that was checked + with pytest.raises(FileNotFoundError, match=str(tmp_path)): + _get_packages_from_uv_lock(project_root=tmp_path) + # without one, the message has to say the search walked upwards + monkeypatch.chdir(tmp_path) + with pytest.raises(FileNotFoundError, match="and its parents"): + _get_packages_from_uv_lock() + + +@pytest.mark.parametrize( + ("env", "argv"), + [ + ({"MF_PATHSPEC": "MyFlow/1/start/2"}, ["my_flow.py", "run"]), + ({}, ["my_flow.py", "step", "start"]), + ], +) +def test_returns_empty_map_when_a_task_finds_no_lockfile( + env: dict, argv: list, tmp_path: Path, monkeypatch: pytest.MonkeyPatch +): + # the remote task, re-importing the flow module inside an already-baked image. Raising here + # would kill every remote run, since metaflow's code package holds only .py files. + monkeypatch.setattr("sys.argv", argv) + for name, value in env.items(): + monkeypatch.setenv(name, value) assert _get_packages_from_uv_lock(project_root=tmp_path) == {} @@ -320,11 +350,24 @@ def test_uv_pypi_base_says_nothing_while_a_flow_is_running( assert capsys.readouterr().out == "" -def test_uv_pypi_base_says_nothing_when_no_lock_is_found(tmp_path: Path, capsys: pytest.CaptureFixture): - # a remote task re-imports the flow module inside an already-baked image, so there is no - # lockfile and nothing worth reporting -- printing there would just be noise per task +def test_uv_pypi_base_says_nothing_when_a_task_finds_no_lock( + tmp_path: Path, pypi_base_spy: dict, capsys: pytest.CaptureFixture, monkeypatch: pytest.MonkeyPatch +): + # a task re-imports the flow module inside an already-baked image, so there is no lockfile + # and nothing worth reporting -- and it must not raise there either + monkeypatch.setattr("sys.argv", ["my_flow.py", "step", "start"]) uv_pypi_base(project_root=tmp_path)(_build_flow()) assert capsys.readouterr().out == "" + assert pypi_base_spy["packages"] == {} + + +def test_uv_pypi_base_raises_on_the_client_when_no_lock_is_found( + tmp_path: Path, pypi_base_spy: dict, monkeypatch: pytest.MonkeyPatch +): + # decoration is import time, so a misconfigured flow fails before anything is scheduled + monkeypatch.setattr("sys.argv", ["my_flow.py", "run"]) + with pytest.raises(FileNotFoundError, match="no uv.lock found"): + uv_pypi_base(project_root=tmp_path)(_build_flow()) def test_uv_pypi_base_registers_with_metaflow(project_root: Path): From 07b2685a5d2f1f289ec85049326970b6291af89f Mon Sep 17 00:00:00 2001 From: abhishek-pattern Date: Mon, 17 Aug 2026 13:35:51 +0530 Subject: [PATCH 13/13] docs(pypi): fix two docstring references that no longer resolve _get_pypi_kwargs carried a usage example importing itself from ds_platform_utils.metaflow, where it is not exported -- pasting it raised ImportError. Removed rather than repointed at the module path: it was the only private function in the file with a copy-paste example, and showing users @pypi_base(**_get_pypi_kwargs()) contradicts the module's own statement that the two decorators are its entire public surface. Replaced with a pointer to them. _apply_uv_pypi's docstring still named _should_log_environment, left over from extracting _is_running_task for the fail-fast change -- the helper was renamed and its polarity inverted, but this reference was missed. It now names the real helper and says why the gate exists. Audited the rest of the file the same way: every mkdocs cross-reference resolves to an actual export, every `from ds_platform_utils...` line in a docstring imports, and every backticked private name exists. Co-Authored-By: Claude Opus 5 --- .../metaflow/pypi_packages.py | 28 +++++-------------- 1 file changed, 7 insertions(+), 21 deletions(-) diff --git a/src/ds_platform_utils/metaflow/pypi_packages.py b/src/ds_platform_utils/metaflow/pypi_packages.py index 2a6325b..fba48dc 100644 --- a/src/ds_platform_utils/metaflow/pypi_packages.py +++ b/src/ds_platform_utils/metaflow/pypi_packages.py @@ -445,24 +445,10 @@ def _get_pypi_kwargs( 2. `requires-python` in uv.lock or pyproject.toml -- a range, so its floor is used. 3. The running interpreter. - Example usage: - - ```python - from metaflow import FlowSpec, pypi_base, step - - from ds_platform_utils.metaflow import _get_pypi_kwargs - - - @pypi_base(**_get_pypi_kwargs()) - class MyFlow(FlowSpec): - @step - def start(self): - self.next(self.end) - - @step - def end(self): - pass - ``` + Internal: [`uv_pypi_base`][ds_platform_utils.metaflow.uv_pypi_base] and + [`uv_pypi`][ds_platform_utils.metaflow.uv_pypi] are how a flow reaches this, and they are + what the package exports. The result splats into either Metaflow decorator, since both take + the same `python` and `packages` arguments. Args: dependency_groups: dependency groups to add on top of the runtime dependencies, e.g. `["dev"]`. @@ -565,9 +551,9 @@ def _apply_uv_pypi(decorator, target, label, **kwargs): The resolved environment is printed, so a run records what it actually built rather than leaving you to re-derive it -- but only from a process that is not itself executing a task, - per `_should_log_environment`. Nothing is printed when the map came back empty either, that - being the remote task re-importing the flow module inside an already-baked image, where - there is no lockfile to read and nothing worth reporting. + per `_is_running_task`, or the summary would repeat once per step. Nothing is printed when + the map came back empty either, that being a task re-importing the flow module inside an + already-baked image, where there is no lockfile to read and nothing worth reporting. Args: decorator: the Metaflow decorator to delegate to, `pypi_base` or `pypi`