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+WEEK 5: Implementing Lazy Loading in FURY with ``lazy_loader``
+==============================================================
+
+.. post:: July 6, 2024
+   :author: Wachiou BOURAIMA
+   :tags: google
+   :category: gsoc
+
+Hello everyone,
+---------------
+
+Welcome back to my Google Summer of Code (GSoC) 2024 journey! This week has been particularly exciting as I introduced a significant performance optimization feature: lazy loading. Here's an overview of my progress and contributions.
+
+
+**Introduction of lazy loading**
+--------------------------------
+
+This week, I focused on implementing the ``lazy_loader`` feature of `Scientific Python <https://scientific-python.org/>`_ to optimize module loading in FURY. Lazy loading improves performance by deferring the loading of modules until they are actually needed, thus reducing start-up times and memory footprint.
+
+The implementation involved:
+
+1. Implementation of Lazy Loading:
+
+   - Application of lazy loading in several FURY modules using the ``lazy_loader`` module to improve performance
+
+2. Update ``__init__.py`` files:
+
+   - Modified ``__init__.py`` files to support lazy loading where necessary. This ensures that modules are only loaded when they are accessed for the first time
+
+3. Added Type Stubs (``__init__.pyi``):
+
+   - Adding type stubs (``__init__.pyi``) provides type hints for lazy-loading modules, improving code readability and maintainability
+
+4. **Improved module organization:**
+
+   - Improved module organization in ``__init__.py`` and ``__init__.pyi`` files, to effectively support lazy loading.
+
+
+**Example Implementation**
+---------------------------
+
+To give you an idea, here's the actual implementation of how lazy loading was done using the ``lazy_loader`` module in FURY:
+
+``__init__.py`` File:
+
+.. code-block:: python
+
+    import lazy_loader as lazy
+    from fury.pkg_info import __version__, pkg_commit_hash
+
+    __getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
+
+    _all__ += [
+    "__version__",
+    "disable_warnings",
+    "enable_warnings",
+    "get_info",
+    ]
+
+    # ... (functions)
+
+``__init__.pyi`` File:
+
+.. code-block:: python
+
+    # This file is a stub type for the fury package. It provides information about types
+    # to help type-checking tools like mypy and improve the development experience
+    # with better autocompletion and documentation in code editors.
+
+    __all__ = [
+        "actor",
+        "actors",
+        "animation",
+        "colormap",
+        # ... (other modules)
+        ,
+        ]
+
+        from . import (
+            actor,
+            actors,
+            animation,
+            colormap,
+            # ... (other modules)
+            ,
+            )
+            # ... (other functions)
+
+You can review the implementation in `this pull request <https://github.com/fury-gl/fury/pull/907/>`_.
+
+
+Reading ``SPEC1``
+-----------------
+
+To align myself with best practice, I read the `SPEC1 <https://scientific-python.org/specs/spec-0001/>`_ document available at Scientific Python SPEC1. This document provided valuable hints and guidelines that I took into account when implementing the lazy loading feature.
+
+
+Did I get stuck anywhere?
+--------------------------
+No, I didn't encounter any major blockers this week. The implementation of lazy loading went smoothly, and I was able to complete the task.
+
+
+**What's Next?**
+-----------------
+
+For the next week, I plan to:
+
+1. Review all my Pull Requests with my mentor `Serge Koudoro <https://github.com/skoudoro/>`_, to ensure everything is up to FURY's standards.
+2. Start working on the redesign of the FURY website, making it more user-friendly and visually appealing.
+
+
+Thank you for reading. Stay tuned for more updates on my progress!