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Python dependency insight

Recipe IDorg.openrewrite.python.migrate.DependencyInsight

Artifactorg.openrewrite.recipe:rewrite-migrate-python

Find Python dependencies, including transitive dependencies, matching a package name pattern. Results include the resolved version, scope, and whether the dependency is direct or transitive.

Single recipePythonModerne Proprietary License

Try in PlatformTry this recipe in the Moderne platform. Not a user yet? You’ll get a no-setup demo environment, with nothing to install or configure.

Options

2 parameters

1 required1 optional

Parameter	Example	Type	Required
packagePattern	requests	String	Required
A glob pattern to match against package names. Package names are normalized per PEP 503 before matching (lowercased, runs of dashes/underscores/dots collapsed to a single dash).
scope	main	String	Optional
Filter dependencies by scope. Common scopes: main, build, or the name of an optional-dependency extra or dependency-group (e.g., dev, test). When omitted, all scopes are searched.

Examples

toml

Parameter	Value
packagePattern	requests
scope	null

toml

Before

[project]
name = "my-project"
dependencies = [
    "requests>=2.28",
]

After

~~(requests)~~>[project]
name = "my-project"
dependencies = [
    "requests>=2.28",
]

Diff

--- pyproject.toml
+++ pyproject.toml
@@ -1,1 +1,1 @@
-[project]
+~~(requests)~~>[project]
name = "my-project"

Usage

Run this recipe

You will need to have configured the Moderne CLI on your machine before you can run the following command.

shell

mod run . --recipe DependencyInsight --recipe-option "packagePattern=requests" --recipe-option "scope=main"

If the recipe is not available locally, then you can install it using:

mod config recipes jar install org.openrewrite.recipe:rewrite-migrate-python:0.9.2

Data tables

Python dependencies in use

org.openrewrite.python.table.PythonDependenciesInUse

Direct and transitive dependencies in use in Python projects.

Column	Description
Project name	The name of the project that contains the dependency (from pyproject.toml).
Project path	The path to the project.
Package name	The name of the Python package.
Version	The resolved version of the package.
Version constraint	The version constraint as declared in pyproject.toml.
Scope	Dependency scope: dependencies, buildRequires, optionalDependencies, or dependencyGroups.
Direct	Whether this is a direct dependency (true) or transitive dependency (false).
Count	How many times this dependency appears in the dependency tree.
License	The SPDX license identifier of the project, if available.

Source files that had results

org.openrewrite.table.SourcesFileResults

Source files that were modified by the recipe run.

Column	Description
Source path before the run	The source path of the file before the run. null when a source file was created during the run.
Source path after the run	A recipe may modify the source path. This is the path after the run. null when a source file was deleted during the run.
Parent of the recipe that made changes	In a hierarchical recipe, the parent of the recipe that made a change. Empty if this is the root of a hierarchy or if the recipe is not hierarchical at all.
Recipe that made changes	The specific recipe that made a change.
Estimated time saving	An estimated effort that a developer to fix manually instead of using this recipe, in unit of seconds.
Cycle	The recipe cycle in which the change was made.

Source files that had search results

org.openrewrite.table.SearchResults

Search results that were found during the recipe run.

Column	Description
Source path of search result before the run	The source path of the file with the search result markers present.
Source path of search result after run the run	A recipe may modify the source path. This is the path after the run. null when a source file was deleted during the run.
Result	The trimmed printed tree of the LST element that the marker is attached to.
Description	The content of the description of the marker.
Recipe that added the search marker	The specific recipe that added the Search marker.

Source files that errored on a recipe

org.openrewrite.table.SourcesFileErrors

The details of all errors produced by a recipe run.

Column	Description
Source path	The file that failed to parse.
Recipe that made changes	The specific recipe that made a change.
Stack trace	The stack trace of the failure.

Recipe performance

org.openrewrite.table.RecipeRunStats

Statistics used in analyzing the performance of recipes.

Column	Description
The recipe	The recipe whose stats are being measured both individually and cumulatively.
Source file count	The number of source files the recipe ran over.
Source file changed count	The number of source files which were changed in the recipe run. Includes files created, deleted, and edited.
Cumulative scanning time (ns)	The total time spent across the scanning phase of this recipe.
Max scanning time (ns)	The max time scanning any one source file.
Cumulative edit time (ns)	The total time spent across the editing phase of this recipe.
Max edit time (ns)	The max time editing any one source file.