gitconductor

Contents:

gitconductor

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gitconductor is a command-line tool and Python library for managing git operations over nested GitLab groups using the official GitLab Python API. It makes it easy to traverse complex group hierarchies, perform recursive git operations, without the need for submodule interdependencies, accessing only the sub-groups/projects for which the user has access.

Documentation.

Features

  • Recursive group traversal — operate on entire GitLab group trees, not just individual projects

  • Git operations across nested groups (clone, pull, status, etc.)

  • Unified CLI and Python API

  • Built on top of the official GitLab Python API

  • Designed for automation, scripting, and bulk maintenance

Installation

pip install gitconductor

Configuration

GitLab API Keys

Keys can be set up in two ways:

  1. Via an environment variable: export GITLAB_API_KEY=<my-private-key>

  2. Via the “gitconductor.yaml” file.

Usage (CLI)

Clone

To clone a Gitlab project at, for example, https://gitlab.com/ejb90-group.

gitconductor clone ejb90-group

Branch

gitconductor branch <name>

Checkout

gitconductor checkout <name>

Pull

…

Visualisation

Tree

To visualise the hierarchy of Groups/Projects as a Run, run:

gitconductor viz tree

Results in:

ejb90-group
└── models
    ├── model-a
    ├── model-b
    ├── model-c
    └── subgroup-1
        ├── model-a
        └── model-b

Table

To visualise the hierarchy of Groups/Projects as a Table, run:

gitconductor viz table

Results in:

┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Name          ┃ Tree                                  ┃ Branch ┃ Path                                  ┃ Remote                                                              ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ model-a       │ ejb90-group/models/model-a            │ main   │ ejb90-group/models/model-a            │ git@gitlab.com:ejb90-group/models/model-a.git                       │
│ model-b       │ ejb90-group/models/model-b            │ main   │ ejb90-group/models/model-b            │ git@gitlab.com:ejb90-group/models/model-b.git                       │
│ model-c       │ ejb90-group/models/model-c            │ main   │ ejb90-group/models/model-c            │ git@gitlab.com:ejb90-group/models/model-c.git                       │
│ model-a       │ ejb90-group/models/subgroup-1/model-a │ main   │ ejb90-group/models/subgroup-1/model-a │ git@gitlab.com:ejb90-group/models/subgroup-1/subgroup-1-model-a.git │
│ model-b       │ ejb90-group/models/subgroup-1/model-b │ main   │ ejb90-group/models/subgroup-1/model-b │ git@gitlab.com:ejb90-group/models/subgroup-1/subgroup-1-model-b.git │
└───────────────┴───────────────────────────────────────┴────────┴───────────────────────────────────────┴─────────────────────────────────────────────────────────────────────┘

Access

To see who has access to a given hierarchy of Groups/Projects, run:

gitconductor viz access

Results in:

┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ Group/Project      ┃ User  ┃ Access Level ┃ Public Email ┃ Expiry ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━┩
│ ejb90-group        │ Ellis │ Owner        │              │        │
│ ejb90-group/models │ mobot │ Reporter     │              │        │
└────────────────────┴───────┴──────────────┴──────────────┴────────┘

Usage (Python API)

group = gitlab.GitlabGroup(
    gitlab_url=ctx.obj["url"],
    gitlab_key=ctx.obj["key"],
    name=name,
    root=directory,
)
group.recursive_command("clone")

Development & Contributing

Contributions welcome — feel free to open issues or submit PRs.

License

MIT License • © 2026