Added batch decorator

[ternaus]

Summary by Sourcery

Update ruff to v0.0.255 and mypy to v1.1.1. Stop ignoring the number of images in reshape_* functions.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request introduces a batch decorator and updates the dependencies.

Sequence diagram for batch data reshaping process

sequenceDiagram
    participant Input as Input Array
    participant Reshape as Reshape Function
    participant Transform as Spatial Transform
    participant Restore as Restore Function
    participant Output as Output Array

    Input->>Reshape: Send N-dimensional array
    Note over Reshape: reshape_batch() or reshape_3d()
    Reshape->>Transform: Reshaped array (H,W,...)
    Transform->>Restore: Transformed array
    Note over Restore: restore_batch() or restore_3d()
    Restore->>Output: Restored to original dimensions

Loading

Class diagram for array reshaping functions

classDiagram
    class ArrayReshaper {
        +reshape_3d(data: ndarray) tuple[ndarray, tuple]
        +reshape_batch(data: ndarray) tuple[ndarray, tuple]
        +reshape_batch_3d(data: ndarray) tuple[ndarray, tuple]
        +reshape_batch_3d_keep_depth(data: ndarray) tuple[ndarray, tuple]
        +reshape_batch_channel(data: ndarray) tuple[ndarray, tuple]
        +reshape_batch_3d_channel(data: ndarray) tuple[ndarray, tuple]
    }

    class ArrayRestorer {
        +restore_3d(data: ndarray, original_shape: tuple) ndarray
        +restore_batch(data: ndarray, original_shape: tuple) ndarray
        +restore_batch_3d(data: ndarray, original_shape: tuple) ndarray
    }

    note for ArrayReshaper "Handles various reshape operations for different array dimensions"
    note for ArrayRestorer "Restores arrays back to their original shapes"

Loading

File-Level Changes

Change	Details	Files
Unused variables are removed.	Removed unused variables num_images, depth, height, width, channels across multiple functions in decorators.py to improve code clarity and efficiency.	albucore/decorators.py
Dependency versions are updated.	Updated ruff from v0.8.3 to v0.8.4. Updated mypy from v1.13.0 to v1.14.0.	.pre-commit-config.yaml

---

Tips and commands

Interacting with Sourcery

• Trigger a new review: Comment @sourcery-ai review on the pull request.
• Continue discussions: Reply directly to Sourcery's review comments.
• Generate a GitHub issue from a review comment: Ask Sourcery to create an
  issue from a review comment by replying to it.
• Generate a pull request title: Write @sourcery-ai anywhere in the pull
  request title to generate a title at any time.
• Generate a pull request summary: Write @sourcery-ai summary anywhere in
  the pull request body to generate a PR summary at any time. You can also use
  this command to specify where the summary should be inserted.

Customizing Your Experience

Access your dashboard to:

• Enable or disable review features such as the Sourcery-generated pull request
  summary, the reviewer's guide, and others.
• Change the review language.
• Add, remove or edit custom review instructions.
• Adjust other review settings.

Getting Help

• Contact our support team for questions or feedback.
• Visit our documentation for detailed guides and information.
• Keep in touch with the Sourcery team by following us on X/Twitter, LinkedIn or GitHub.

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 91.66667% with 1 line in your changes missing coverage. Please review.

Please upload report for BASE (main@8cf9f9e). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
albucore/decorators.py	91.66%	1 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main      #47   +/-   ##
=======================================
  Coverage        ?   62.21%           
=======================================
  Files           ?       21           
  Lines           ?     2554           
  Branches        ?        0           
=======================================
  Hits            ?     1589           
  Misses          ?      965           
  Partials        ?        0           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[sourcery-ai]

Hey @ternaus - I've reviewed your changes and they look great!

Here's what I looked at during the review

• 🟢 General issues: all looks good
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟢 Documentation: all looks good

---

Sourcery is free for open source - if you like our reviews please consider sharing them ✨

• X
• Mastodon
• LinkedIn
• Facebook

_{Help me be more useful! Please click 👍 or 👎 on each comment and I'll use the feedback to improve your reviews.}