From d19799abfee9527f094cb57894bdfd6d4b637e5b Mon Sep 17 00:00:00 2001
From: Rory Byrne <rory@rory.bio>
Date: Wed, 15 Jan 2025 00:45:14 +0000
Subject: [PATCH 1/6] feat: implement initial experiment tracking decorator and
 domain models

The commit adds core functionality for tracking experiments using git, including:
- A decorator for auto-committing experimental code with metadata
- Domain models for commits and repositories
- Service layer for git operations and experiment tracking
- Dependency injection setup
---
 mthd/decorator.py          |  51 ++++++++
 mthd/domain/commit.py      |   7 ++
 mthd/domain/experiment.py  |   0
 mthd/domain/repository.py  |   4 +
 mthd/service/__init__.py   |   0
 mthd/service/experiment.py |   1 +
 mthd/service/git.py        |   1 +
 mthd/service/repository.py |   9 ++
 mthd/util/__init__.py      |   0
 mthd/util/di.py            |  26 ++++
 mthd/util/model.py         |   4 +
 pyproject.toml             |   9 +-
 uv.lock                    | 247 +++++++++++++++++++++++++++++++++----
 13 files changed, 335 insertions(+), 24 deletions(-)
 create mode 100644 mthd/decorator.py
 create mode 100644 mthd/domain/commit.py
 create mode 100644 mthd/domain/experiment.py
 create mode 100644 mthd/domain/repository.py
 create mode 100644 mthd/service/__init__.py
 create mode 100644 mthd/service/experiment.py
 create mode 100644 mthd/service/git.py
 create mode 100644 mthd/service/repository.py
 create mode 100644 mthd/util/__init__.py
 create mode 100644 mthd/util/di.py
 create mode 100644 mthd/util/model.py

diff --git a/mthd/decorator.py b/mthd/decorator.py
new file mode 100644
index 0000000..3889216
--- /dev/null
+++ b/mthd/decorator.py
@@ -0,0 +1,51 @@
+from functools import wraps
+
+from typing import Callable, Optional
+
+from mthd.domain.commit import CommitMessage
+from mthd.domain.repository import Repository
+from mthd.service.repository import RepositoryService
+from mthd.util.di import DI
+
+
+def commit(fn: Optional[Callable] = None) -> Callable:
+    """Decorator to auto-commit experimental code with scientific metadata.
+
+    Can be used as @commit or @commit(message="Custom message")
+    """
+
+    def decorator(func: Callable) -> Callable:
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            repository_service = DI().container.get(RepositoryService)
+            # Set up services
+
+            # Generate commit message
+            commit_msg = CommitMessage(
+                summary=f"Experiment: {func.__name__}",
+                parameters=...,  # exp_service.extract_parameters(func, args, kwargs),
+                annotations=...,  # exp_service.extract_annotations(),
+            )
+
+            # Run experiment
+            result = func(*args, **kwargs)
+
+            # Commit changes
+            repository_service.commit_changes(commit_msg)
+
+            return result
+
+        return wrapper
+
+    if fn is None:
+        return decorator
+    return decorator(fn)
+
+
+if __name__ == "__main__":
+
+    @commit
+    def test():
+        print("Hello")
+
+    test()
diff --git a/mthd/domain/commit.py b/mthd/domain/commit.py
new file mode 100644
index 0000000..c50473c
--- /dev/null
+++ b/mthd/domain/commit.py
@@ -0,0 +1,7 @@
+from mthd.util.model import Model
+
+
+class CommitMessage(Model):
+    summary: str
+    parameters: dict
+    annotations: dict
diff --git a/mthd/domain/experiment.py b/mthd/domain/experiment.py
new file mode 100644
index 0000000..e69de29
diff --git a/mthd/domain/repository.py b/mthd/domain/repository.py
new file mode 100644
index 0000000..d19ea42
--- /dev/null
+++ b/mthd/domain/repository.py
@@ -0,0 +1,4 @@
+from mthd.util.model import Model
+
+
+class Repository(Model): ...
diff --git a/mthd/service/__init__.py b/mthd/service/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/mthd/service/experiment.py b/mthd/service/experiment.py
new file mode 100644
index 0000000..80e3732
--- /dev/null
+++ b/mthd/service/experiment.py
@@ -0,0 +1 @@
+class ExperimentService: ...
diff --git a/mthd/service/git.py b/mthd/service/git.py
new file mode 100644
index 0000000..56a4d5b
--- /dev/null
+++ b/mthd/service/git.py
@@ -0,0 +1 @@
+class GitService: ...
diff --git a/mthd/service/repository.py b/mthd/service/repository.py
new file mode 100644
index 0000000..a9b1624
--- /dev/null
+++ b/mthd/service/repository.py
@@ -0,0 +1,9 @@
+from mthd.domain.commit import CommitMessage
+from mthd.service.git import GitService
+
+
+class RepositoryService:
+    def __init__(self, git_service: GitService):
+        self._git_service = git_service
+
+    def commit(self, message: CommitMessage): ...
diff --git a/mthd/util/__init__.py b/mthd/util/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/mthd/util/di.py b/mthd/util/di.py
new file mode 100644
index 0000000..6613a78
--- /dev/null
+++ b/mthd/util/di.py
@@ -0,0 +1,26 @@
+from dishka import Provider, Scope, make_container
+
+from mthd.service.experiment import ExperimentService
+from mthd.service.git import GitService
+from mthd.service.repository import RepositoryService
+
+
+class DI:
+    def __init__(self):
+        self._container = make_container(self.services)
+
+    @property
+    def container(self):
+        return self._container
+
+    @property
+    def core(self) -> Provider: ...
+
+    @property
+    def services(self) -> Provider:
+        provider = Provider(scope=Scope.APP)
+        provider.provide(GitService)
+        provider.provide(RepositoryService)
+        provider.provide(ExperimentService)
+
+        return provider
diff --git a/mthd/util/model.py b/mthd/util/model.py
new file mode 100644
index 0000000..c7ac90a
--- /dev/null
+++ b/mthd/util/model.py
@@ -0,0 +1,4 @@
+from pydantic import BaseModel
+
+
+class Model(BaseModel): ...
diff --git a/pyproject.toml b/pyproject.toml
index aa2add7..d47e430 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,14 +4,17 @@ description = "Git-based experiment tracking with semantic metadata."
 authors = [
     { name = "Rory Byrne", email = "rory@rory.bio" }
 ]
-requires-python = ">=3.9"
-dependencies = []
+requires-python = ">=3.10"
+dependencies = [
+    "anot>=0.0.3",
+    "dishka>=1.4.2",
+    "pydantic>=2.10.5",
+]
 classifiers = [
     "Development Status :: 3 - Alpha",
     "License :: OSI Approved :: Apache Software License",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
diff --git a/uv.lock b/uv.lock
index e8c6f02..23bae64 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,95 @@
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-requires-python = ">=3.9"
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+
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 version = "1.1.391"
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 [[package]]

From c08b11244ac700185c80bc44e14b5446a563e8ab Mon Sep 17 00:00:00 2001
From: Rory Byrne <rory@rory.bio>
Date: Wed, 15 Jan 2025 14:52:04 +0000
Subject: [PATCH 2/6] feat: Add stage_and_commit method to GitService

---
 mthd/service/git.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/mthd/service/git.py b/mthd/service/git.py
index 56a4d5b..2a4b274 100644
--- a/mthd/service/git.py
+++ b/mthd/service/git.py
@@ -1 +1,5 @@
-class GitService: ...
+from mthd.domain.commit import CommitMessage
+
+
+class GitService:
+    def stage_and_commit(self, message: CommitMessage): ...

From b7b5f2e245368b3f4d46ea76f8cf196956db74db Mon Sep 17 00:00:00 2001
From: "Rory Byrne (aider)" <rory@rory.bio>
Date: Wed, 15 Jan 2025 14:52:05 +0000
Subject: [PATCH 3/6] feat: Implement stage_and_commit method in GitService

---
 mthd/service/git.py | 21 ++++++++++++++++++++-
 1 file changed, 20 insertions(+), 1 deletion(-)

diff --git a/mthd/service/git.py b/mthd/service/git.py
index 2a4b274..48534c5 100644
--- a/mthd/service/git.py
+++ b/mthd/service/git.py
@@ -1,5 +1,24 @@
+import git
 from mthd.domain.commit import CommitMessage
 
 
 class GitService:
-    def stage_and_commit(self, message: CommitMessage): ...
+    def __init__(self):
+        self.repo = git.Repo(".")
+        
+    def stage_and_commit(self, message: CommitMessage):
+        """Stage all changes and create a commit with the given message.
+        
+        Args:
+            message: CommitMessage object containing commit metadata
+        """
+        # Stage all changes
+        self.repo.git.add(A=True)
+        
+        # Create commit with formatted message
+        commit_text = (
+            f"{message.summary}\n\n"
+            f"Hyperparameters:\n{message.hyperparameters.model_dump_json(indent=2)}\n\n"
+            f"Annotations:\n{sorted(message.annotations)}"
+        )
+        self.repo.index.commit(commit_text)

From 0bdb96dfa9315c4f0ab93760ca3ab897a640d58e Mon Sep 17 00:00:00 2001
From: Rory Byrne <rory@rory.bio>
Date: Sat, 18 Jan 2025 15:13:13 +0000
Subject: [PATCH 4/6] refactor: restructure commit decorator and related
 services

The commit decorator now supports hyperparameters and staging strategy, improves
error handling, and removes redundant repository service layer. Changes include:
- Add rich console output for commit messages
- Implement GitService with proper repo initialization
- Add StageStrategy enum for commit control
- Improve dependency injection setup
- Add proper error handling and type hints
---
 mthd/decorator.py                |  56 ++++++--
 mthd/domain/commit.py            |  15 +-
 mthd/error.py                    |   2 +
 mthd/service/codebase.py         |   5 +
 mthd/service/git.py              |  31 +++--
 mthd/service/repository.py       |   9 --
 mthd/util/di.py                  |  29 +++-
 mthd/util/model.py               |   4 +-
 pyproject.toml                   |  15 +-
 tests/unit/domain/commit_test.py |  17 +++
 uv.lock                          | 231 +++++++++++++++++++++----------
 11 files changed, 294 insertions(+), 120 deletions(-)
 create mode 100644 mthd/error.py
 create mode 100644 mthd/service/codebase.py
 delete mode 100644 mthd/service/repository.py
 create mode 100644 tests/unit/domain/commit_test.py

diff --git a/mthd/decorator.py b/mthd/decorator.py
index 3889216..4e38134 100644
--- a/mthd/decorator.py
+++ b/mthd/decorator.py
@@ -1,14 +1,21 @@
 from functools import wraps
+from typing import Callable, Optional, cast
 
-from typing import Callable, Optional
+from pydantic import BaseModel
+from rich.console import Console
+from rich.padding import Padding
 
-from mthd.domain.commit import CommitMessage
-from mthd.domain.repository import Repository
-from mthd.service.repository import RepositoryService
+from mthd.domain.commit import CommitMessage, StageStrategy
+from mthd.error import MthdError
+from mthd.service.git import GitService
 from mthd.util.di import DI
 
 
-def commit(fn: Optional[Callable] = None) -> Callable:
+def commit(
+    fn: Optional[Callable] = None,
+    hypers: str = "hypers",
+    strategy: StageStrategy = StageStrategy.ALL,
+) -> Callable:
     """Decorator to auto-commit experimental code with scientific metadata.
 
     Can be used as @commit or @commit(message="Custom message")
@@ -17,21 +24,35 @@ def commit(fn: Optional[Callable] = None) -> Callable:
     def decorator(func: Callable) -> Callable:
         @wraps(func)
         def wrapper(*args, **kwargs):
-            repository_service = DI().container.get(RepositoryService)
-            # Set up services
+            di = DI()
+            hyperparameters = cast(BaseModel, kwargs.get(hypers, None))
+            if not hyperparameters:
+                raise MthdError(
+                    "Hyperparameters must be provided in the function call."
+                )
+            git_service = di[GitService]
+            # codebase_service = di[CodebaseService]
 
             # Generate commit message
             commit_msg = CommitMessage(
-                summary=f"Experiment: {func.__name__}",
-                parameters=...,  # exp_service.extract_parameters(func, args, kwargs),
-                annotations=...,  # exp_service.extract_annotations(),
+                summary="exp: foo bar baz",
+                hyperparameters=hyperparameters.model_dump(),
+                # annotations=codebase_service.get_all_annotations(),
             )
+            # print(hyperparameters.model_dump_json(indent=2))
+            # print(commit_msg.format())
 
             # Run experiment
             result = func(*args, **kwargs)
 
             # Commit changes
-            repository_service.commit_changes(commit_msg)
+            console = Console()
+            console.print("Generating commit with message:\n")
+            console.print(
+                Padding(commit_msg.format(), pad=(0, 0, 0, 4))
+            )  # Indent by 4 spaces.
+            # if git_service.should_commit(strategy):
+            #     git_service.stage_and_commit(commit_msg)
 
             return result
 
@@ -44,8 +65,13 @@ def wrapper(*args, **kwargs):
 
 if __name__ == "__main__":
 
-    @commit
-    def test():
-        print("Hello")
+    class Hyperparameters(BaseModel):
+        a: int
+        b: float
+        c: str
 
-    test()
+    @commit(hypers="hypers")
+    def test(hypers: Hyperparameters):
+        print("<Experiment goes here>\n")
+
+    test(hypers=Hyperparameters(a=1, b=2.0, c="3"))
diff --git a/mthd/domain/commit.py b/mthd/domain/commit.py
index c50473c..568cdd8 100644
--- a/mthd/domain/commit.py
+++ b/mthd/domain/commit.py
@@ -1,7 +1,18 @@
+from enum import Enum, auto
+
 from mthd.util.model import Model
 
 
 class CommitMessage(Model):
     summary: str
-    parameters: dict
-    annotations: dict
+    hyperparameters: dict
+    # annotations: set[Annotation]  # @todo: fix anot
+
+    def format(self) -> str:
+        return (
+            f"{self.summary}\n\n{self.model_dump_json(indent=2, exclude={'summary'})}"
+        )
+
+
+class StageStrategy(Enum):
+    ALL = auto()
diff --git a/mthd/error.py b/mthd/error.py
new file mode 100644
index 0000000..b8d7450
--- /dev/null
+++ b/mthd/error.py
@@ -0,0 +1,2 @@
+class MthdError(Exception):
+    """Something went wrong."""
diff --git a/mthd/service/codebase.py b/mthd/service/codebase.py
new file mode 100644
index 0000000..f87dd70
--- /dev/null
+++ b/mthd/service/codebase.py
@@ -0,0 +1,5 @@
+from anot import Annotation
+
+
+class CodebaseService:
+    def get_all_annotations(self) -> set[Annotation]: ...
diff --git a/mthd/service/git.py b/mthd/service/git.py
index 48534c5..4d67100 100644
--- a/mthd/service/git.py
+++ b/mthd/service/git.py
@@ -1,24 +1,29 @@
 import git
-from mthd.domain.commit import CommitMessage
+
+from mthd.domain.commit import CommitMessage, StageStrategy
 
 
 class GitService:
-    def __init__(self):
-        self.repo = git.Repo(".")
-        
+    def __init__(self, repo: git.Repo):
+        self._repo = repo
+
     def stage_and_commit(self, message: CommitMessage):
         """Stage all changes and create a commit with the given message.
-        
+
         Args:
             message: CommitMessage object containing commit metadata
         """
         # Stage all changes
-        self.repo.git.add(A=True)
-        
+        self._repo.git.add(A=True)
+
         # Create commit with formatted message
-        commit_text = (
-            f"{message.summary}\n\n"
-            f"Hyperparameters:\n{message.hyperparameters.model_dump_json(indent=2)}\n\n"
-            f"Annotations:\n{sorted(message.annotations)}"
-        )
-        self.repo.index.commit(commit_text)
+        self._repo.index.commit(message.format())
+
+    def should_commit(self, strategy: StageStrategy) -> bool:
+        """Determine if the repo state can be staged and committed
+
+        Returns:
+            @todo: decide if the unstaged files are suitable for committing
+        """
+        if strategy == StageStrategy.ALL:
+            return True
diff --git a/mthd/service/repository.py b/mthd/service/repository.py
deleted file mode 100644
index a9b1624..0000000
--- a/mthd/service/repository.py
+++ /dev/null
@@ -1,9 +0,0 @@
-from mthd.domain.commit import CommitMessage
-from mthd.service.git import GitService
-
-
-class RepositoryService:
-    def __init__(self, git_service: GitService):
-        self._git_service = git_service
-
-    def commit(self, message: CommitMessage): ...
diff --git a/mthd/util/di.py b/mthd/util/di.py
index 6613a78..b1c82f3 100644
--- a/mthd/util/di.py
+++ b/mthd/util/di.py
@@ -1,13 +1,27 @@
-from dishka import Provider, Scope, make_container
+from typing import Type, TypeVar
 
+from dishka import Provider, Scope, make_container, provide
+from git import Repo
+
+from mthd.service.codebase import CodebaseService
 from mthd.service.experiment import ExperimentService
 from mthd.service.git import GitService
-from mthd.service.repository import RepositoryService
+
+T = TypeVar("T")
+
+
+class GitProvider(Provider):
+    @provide(scope=Scope.APP)
+    def provide_repo(self) -> Repo:
+        try:
+            return Repo()
+        except Exception as e:
+            raise RuntimeError(f"Failed to initialize Git repository: {e}")
 
 
 class DI:
     def __init__(self):
-        self._container = make_container(self.services)
+        self._container = make_container(self.services, self.git)
 
     @property
     def container(self):
@@ -16,11 +30,18 @@ def container(self):
     @property
     def core(self) -> Provider: ...
 
+    @property
+    def git(self) -> Provider:
+        return GitProvider()
+
     @property
     def services(self) -> Provider:
         provider = Provider(scope=Scope.APP)
         provider.provide(GitService)
-        provider.provide(RepositoryService)
         provider.provide(ExperimentService)
+        provider.provide(CodebaseService)
 
         return provider
+
+    def __getitem__(self, item: Type[T]) -> T:
+        return self._container.get(item)
diff --git a/mthd/util/model.py b/mthd/util/model.py
index c7ac90a..cb8287f 100644
--- a/mthd/util/model.py
+++ b/mthd/util/model.py
@@ -1,4 +1,6 @@
 from pydantic import BaseModel
 
 
-class Model(BaseModel): ...
+class Model(BaseModel):
+    class Config:
+        arbitrary_types_allowed = True
diff --git a/pyproject.toml b/pyproject.toml
index d47e430..3c7aba1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,9 +6,11 @@ authors = [
 ]
 requires-python = ">=3.10"
 dependencies = [
-    "anot>=0.0.3",
+    "anot>=0.0.6",
     "dishka>=1.4.2",
+    "gitpython>=3.1.44",
     "pydantic>=2.10.5",
+    "rich>=13.9.4",
 ]
 classifiers = [
     "Development Status :: 3 - Alpha",
@@ -51,3 +53,14 @@ dev-dependencies = [
     "pytest>=8.3.4",
     "ruff>=0.8.2",
 ]
+
+[tool.ruff]
+src = ["mthd"]
+
+[tool.ruff.lint]
+extend-select = ["I"]
+
+[tool.ruff.lint.isort]
+known-first-party = ["mthd"]
+relative-imports-order = "closest-to-furthest"
+lines-between-types = 1
diff --git a/tests/unit/domain/commit_test.py b/tests/unit/domain/commit_test.py
new file mode 100644
index 0000000..1097da2
--- /dev/null
+++ b/tests/unit/domain/commit_test.py
@@ -0,0 +1,17 @@
+from pydantic import BaseModel
+
+from mthd.domain.commit import CommitMessage
+
+
+def test_commitmessage_format_success():
+    class Hypers(BaseModel):
+        a: int
+        b: float
+        c: str
+
+    msg = CommitMessage(
+        summary="test",
+        hyperparameters=Hypers(a=1, b=2.0, c="3"),
+    )
+
+    print(msg.format())
diff --git a/uv.lock b/uv.lock
index 23bae64..389f932 100644
--- a/uv.lock
+++ b/uv.lock
@@ -12,83 +12,83 @@ wheels = [
 
 [[package]]
 name = "anot"
-version = "0.0.3"
+version = "0.0.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "maturin" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8c/5d/ea040ec30f1a5b55dad20bafc172bc97d83b4199183305ea2a25fe03735b/anot-0.0.3.tar.gz", hash = "sha256:51b7fa1e15ea0943323371af527af8bdaa5e34e23c183236d483e5a38eac9c1a", size = 14114 }
-wheels = [
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+    { url = "https://files.pythonhosted.org/packages/f5/f9/d8e06ac4096384c5c60cfd2f3aae2b8e644559e6ea3456f5ed371462a844/anot-0.0.6-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:a45380dfb5708950b050f1b9bb382d1e1e73eff7ed13bbc389e7f2abb5ea007e", size = 1823905 },
+    { url = "https://files.pythonhosted.org/packages/df/c0/1b0fc3bfd2675114f218c75e1354cacc9983840416f6ef4a491c8b38bed2/anot-0.0.6-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:1a543a863c3571c3d9d54d8def3852c2e50c9a8e477828463bca1dd0e9d1844e", size = 1852817 },
 ]
 
 [[package]]
@@ -207,6 +207,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b9/f8/feced7779d755758a52d1f6635d990b8d98dc0a29fa568bbe0625f18fdf3/filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0", size = 16163 },
 ]
 
+[[package]]
+name = "gitdb"
+version = "4.0.12"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "smmap" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/72/94/63b0fc47eb32792c7ba1fe1b694daec9a63620db1e313033d18140c2320a/gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571", size = 394684 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf", size = 62794 },
+]
+
+[[package]]
+name = "gitpython"
+version = "3.1.44"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gitdb" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/89/37df0b71473153574a5cdef8f242de422a0f5d26d7a9e231e6f169b4ad14/gitpython-3.1.44.tar.gz", hash = "sha256:c87e30b26253bf5418b01b0660f818967f3c503193838337fe5e573331249269", size = 214196 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/9a/4114a9057db2f1462d5c8f8390ab7383925fe1ac012eaa42402ad65c2963/GitPython-3.1.44-py3-none-any.whl", hash = "sha256:9e0e10cda9bed1ee64bc9a6de50e7e38a9c9943241cd7f585f6df3ed28011110", size = 207599 },
+]
+
 [[package]]
 name = "identify"
 version = "2.6.5"
@@ -225,6 +249,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ef/a6/62565a6e1cf69e10f5727360368e451d4b7f58beeac6173dc9db836a5b46/iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374", size = 5892 },
 ]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mdurl" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/38/71/3b932df36c1a044d397a1f92d1cf91ee0a503d91e470cbd670aa66b07ed0/markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb", size = 74596 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1", size = 87528 },
+]
+
 [[package]]
 name = "maturin"
 version = "1.8.1"
@@ -248,14 +284,25 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a4/f5/051413e04f6da25069db5e76759ecdb8cd2a8ab4a94045b5a3bf548c66fa/maturin-1.8.1-py3-none-win_arm64.whl", hash = "sha256:e95f077fd2ddd2f048182880eed458c308571a534be3eb2add4d3dac55bf57f4", size = 6552131 },
 ]
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979 },
+]
+
 [[package]]
 name = "mthd"
-version = "0.0.3.dev0+gfb27703.d20250114"
+version = "0.0.3.dev3+gb7b5f2e.d20250118"
 source = { editable = "." }
 dependencies = [
     { name = "anot" },
     { name = "dishka" },
+    { name = "gitpython" },
     { name = "pydantic" },
+    { name = "rich" },
 ]
 
 [package.dev-dependencies]
@@ -270,9 +317,11 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "anot", specifier = ">=0.0.3" },
+    { name = "anot", specifier = ">=0.0.6" },
     { name = "dishka", specifier = ">=1.4.2" },
+    { name = "gitpython", specifier = ">=3.1.44" },
     { name = "pydantic", specifier = ">=2.10.5" },
+    { name = "rich", specifier = ">=13.9.4" },
 ]
 
 [package.metadata.requires-dev]
@@ -426,6 +475,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/63/37/3e32eeb2a451fddaa3898e2163746b0cffbbdbb4740d38372db0490d67f3/pydantic_core-2.27.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:7e17b560be3c98a8e3aa66ce828bdebb9e9ac6ad5466fba92eb74c4c95cb1151", size = 2004715 },
 ]
 
+[[package]]
+name = "pygments"
+version = "2.19.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7c/2d/c3338d48ea6cc0feb8446d8e6937e1408088a72a39937982cc6111d17f84/pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f", size = 4968581 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8a/0b/9fcc47d19c48b59121088dd6da2488a49d5f72dacf8262e2790a1d2c7d15/pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c", size = 1225293 },
+]
+
 [[package]]
 name = "pyright"
 version = "1.1.391"
@@ -512,6 +570,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fa/de/02b54f42487e3d3c6efb3f89428677074ca7bf43aae402517bc7cca949f3/PyYAML-6.0.2-cp313-cp313-win_amd64.whl", hash = "sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563", size = 156446 },
 ]
 
+[[package]]
+name = "rich"
+version = "13.9.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py" },
+    { name = "pygments" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ab/3a/0316b28d0761c6734d6bc14e770d85506c986c85ffb239e688eeaab2c2bc/rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098", size = 223149 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/19/71/39c7c0d87f8d4e6c020a393182060eaefeeae6c01dab6a84ec346f2567df/rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90", size = 242424 },
+]
+
 [[package]]
 name = "ruff"
 version = "0.9.1"
@@ -537,6 +609,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b2/94/0498cdb7316ed67a1928300dd87d659c933479f44dec51b4f62bfd1f8028/ruff-0.9.1-py3-none-win_arm64.whl", hash = "sha256:1cd76c7f9c679e6e8f2af8f778367dca82b95009bc7b1a85a47f1521ae524fa7", size = 9145708 },
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/44/cd/a040c4b3119bbe532e5b0732286f805445375489fceaec1f48306068ee3b/smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5", size = 22329 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/04/be/d09147ad1ec7934636ad912901c5fd7667e1c858e19d355237db0d0cd5e4/smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e", size = 24303 },
+]
+
 [[package]]
 name = "tomli"
 version = "2.2.1"

From 5e4b4f79ef4ffd64f6c2143e871faec6b934fd63 Mon Sep 17 00:00:00 2001
From: Rory Byrne <rory@rory.bio>
Date: Sat, 18 Jan 2025 15:17:43 +0000
Subject: [PATCH 5/6] refactor: remove unused imports and commented out code
 for better code clarity

---
 mthd/decorator.py |  6 ++----
 pyproject.toml    |  2 +-
 uv.lock           | 10 +++++-----
 3 files changed, 8 insertions(+), 10 deletions(-)

diff --git a/mthd/decorator.py b/mthd/decorator.py
index 4e38134..a67c9ad 100644
--- a/mthd/decorator.py
+++ b/mthd/decorator.py
@@ -7,8 +7,6 @@
 
 from mthd.domain.commit import CommitMessage, StageStrategy
 from mthd.error import MthdError
-from mthd.service.git import GitService
-from mthd.util.di import DI
 
 
 def commit(
@@ -24,13 +22,13 @@ def commit(
     def decorator(func: Callable) -> Callable:
         @wraps(func)
         def wrapper(*args, **kwargs):
-            di = DI()
+            # di = DI()
             hyperparameters = cast(BaseModel, kwargs.get(hypers, None))
             if not hyperparameters:
                 raise MthdError(
                     "Hyperparameters must be provided in the function call."
                 )
-            git_service = di[GitService]
+            # git_service = di[GitService]
             # codebase_service = di[CodebaseService]
 
             # Generate commit message
diff --git a/pyproject.toml b/pyproject.toml
index 3c7aba1..c3a2f32 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,10 +48,10 @@ source = "vcs"
 dev-dependencies = [
     "coverage>=7.6.9",
     "pre-commit>=4.0.1",
-    "pyright>=1.1.390",
     "pytest-mock>=3.14.0",
     "pytest>=8.3.4",
     "ruff>=0.8.2",
+    "pyright>=1.1.392.post0",
 ]
 
 [tool.ruff]
diff --git a/uv.lock b/uv.lock
index 389f932..cde7f66 100644
--- a/uv.lock
+++ b/uv.lock
@@ -295,7 +295,7 @@ wheels = [
 
 [[package]]
 name = "mthd"
-version = "0.0.3.dev3+gb7b5f2e.d20250118"
+version = "0.0.3.dev4+g0bdb96d.d20250118"
 source = { editable = "." }
 dependencies = [
     { name = "anot" },
@@ -328,7 +328,7 @@ requires-dist = [
 dev = [
     { name = "coverage", specifier = ">=7.6.9" },
     { name = "pre-commit", specifier = ">=4.0.1" },
-    { name = "pyright", specifier = ">=1.1.390" },
+    { name = "pyright", specifier = ">=1.1.392.post0" },
     { name = "pytest", specifier = ">=8.3.4" },
     { name = "pytest-mock", specifier = ">=3.14.0" },
     { name = "ruff", specifier = ">=0.8.2" },
@@ -486,15 +486,15 @@ wheels = [
 
 [[package]]
 name = "pyright"
-version = "1.1.391"
+version = "1.1.392.post0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "nodeenv" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/11/05/4ea52a8a45cc28897edb485b4102d37cbfd5fce8445d679cdeb62bfad221/pyright-1.1.391.tar.gz", hash = "sha256:66b2d42cdf5c3cbab05f2f4b76e8bec8aa78e679bfa0b6ad7b923d9e027cadb2", size = 21965 }
+sdist = { url = "https://files.pythonhosted.org/packages/66/df/3c6f6b08fba7ccf49b114dfc4bb33e25c299883fd763f93fad47ef8bc58d/pyright-1.1.392.post0.tar.gz", hash = "sha256:3b7f88de74a28dcfa90c7d90c782b6569a48c2be5f9d4add38472bdaac247ebd", size = 3789911 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ad/89/66f49552fbeb21944c8077d11834b2201514a56fd1b7747ffff9630f1bd9/pyright-1.1.391-py3-none-any.whl", hash = "sha256:54fa186f8b3e8a55a44ebfa842636635688670c6896dcf6cf4a7fc75062f4d15", size = 18579 },
+    { url = "https://files.pythonhosted.org/packages/e7/b1/a18de17f40e4f61ca58856b9ef9b0febf74ff88978c3f7776f910071f567/pyright-1.1.392.post0-py3-none-any.whl", hash = "sha256:252f84458a46fa2f0fd4e2f91fc74f50b9ca52c757062e93f6c250c0d8329eb2", size = 5595487 },
 ]
 
 [[package]]

From 8c8ca9a4c782b9a7587796aff65d45a70a7586fa Mon Sep 17 00:00:00 2001
From: Rory Byrne <rory@rory.bio>
Date: Sat, 18 Jan 2025 15:24:02 +0000
Subject: [PATCH 6/6] refactor: update pydantic model configuration to v2
 syntax for better compatibility

---
 mthd/util/model.py               | 5 ++---
 tests/unit/domain/commit_test.py | 2 +-
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/mthd/util/model.py b/mthd/util/model.py
index cb8287f..10a4e33 100644
--- a/mthd/util/model.py
+++ b/mthd/util/model.py
@@ -1,6 +1,5 @@
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 
 
 class Model(BaseModel):
-    class Config:
-        arbitrary_types_allowed = True
+    model_config = ConfigDict(arbitrary_types_allowed=True)
diff --git a/tests/unit/domain/commit_test.py b/tests/unit/domain/commit_test.py
index 1097da2..5e5b59f 100644
--- a/tests/unit/domain/commit_test.py
+++ b/tests/unit/domain/commit_test.py
@@ -11,7 +11,7 @@ class Hypers(BaseModel):
 
     msg = CommitMessage(
         summary="test",
-        hyperparameters=Hypers(a=1, b=2.0, c="3"),
+        hyperparameters=Hypers(a=1, b=2.0, c="3").model_dump(),
     )
 
     print(msg.format())