Add 2024 GSoC report Compute Summary for all detected packages

Signed-off-by: swastik <swastkk@gmail.com>

Author: swastkk

docs/source/archive/gsoc-toc.rst

@@ -6,7 +6,16 @@ GSoC -- Google Summer of Code
 open source software development. GSoC is completely online designed to encourage university
 student participation in open source software development.
 It was started by Google in 2005.
-More about GSoc - <https://summerofcode.withgoogle.com/about/>_
+More about GSoC - `<https://summerofcode.withgoogle.com/about/>`_
+
+GSoC 2024
+---------
+
+.. toctree::
+   :maxdepth: 2
+
+   gsoc/reports/2024/scancode_toolkit_swastkk
+   
 
 GSoC 2022
 ---------

docs/source/archive/gsoc/reports/2024/scancode_toolkit_swastkk.rst

@@ -0,0 +1,64 @@
+========================================================================
+Compute summary for all detected packages.
+========================================================================
+
+
+| **Organization:** `AboutCode <https://aboutcode.org>`_
+| **Project:** `Scancode Toolkit <https://github.com/aboutcode-org/scancode-toolkit>`_
+| **Mentee:** `Swastik Sharma (swastkk) <https://github.com/swastkk>`_
+| **Mentors:** Philippe Ombredanne, AyanSinhaMahapatra, AvishrantSh, Jonathan Yang, Jay Kumar
+
+Overview
+--------
+
+Previously we were computing the summary at the codebase level which involves `license_clarity_score`,
+`declared_holder`, `other_license_expressions` and many more. This project aims to improve scanning accuracy
+by computing summary and license clarity scores for each package and its files, rather than for the entire scan.
+This involves enhancing package models, and ensuring proper attribute collection for all package ecosystems.
+
+Implementation
+--------------
+
+All the work I did is contained in `this single PR <https://github.com/aboutcode-org/scancode-toolkit/pull/3792>`_.
+I added a new command line option called ``--package-summary`` that someone can use
+to get the package level summary within a single codebase. The package level summary involves the 
+``license_clarity_score`` calculation and population of package attributes like ``copyright``,
+``holder``, ``other_license_expression``, ``notice_text``. This option must be called with ``--classify``
+option that helps ScanCode further classify scanned files/directories, to determine whether
+they fall in these categories `legal`, `readme`, `top-level`, `manifest` & ``--package`` or ``-p`` option
+detects various package manifests, lockfiles and package-like data and then assembles codebase level packages
+and dependencies from these package data detected at files. Also tags files if they are part of the packages.
+
+This change allows users to get the more refined summary for each individual package that is present in a codebase.
+Also this feature improves the package assembly for various package ecosystems like npm, python-whl, rust, rubygems etc.
+
+
+Finally, all these changes are tested through multiple unit tests validating both correct
+behavior and error handling as needed.
+
+Post GSoC
+---------
+
+I would like to merge this PR into Scancode Toolkit, hopefully allowing users to leverage
+this feature to expand their package/codebase scanning capabilities.
+
+Links
+-----
+
+`Project idea <https://github.com/aboutcode-org/aboutcode/wiki/GSOC-2024-Project-Ideas#compute-summary-for-all-detected-packages>`_
+
+`Official GSoC project page <https://summerofcode.withgoogle.com/programs/2024/projects/JzMlDtnM>`_
+
+`GSoC Proposal <https://docs.google.com/document/d/1TcGqQVzXhTkz6Pmu9UaXAr4R4q1rlT4tof7H7dsVG0o/edit?usp=sharing>`_
+
+Acknowledgements
+----------------
+
+I would like to thank my mentors
+- `@pombredanne <https://github.com/pombredanne>`_
+- `@AyanSinhaMahapatra <https://github.com/AyanSinhaMahapatra>`_
+- `@AvishrantSh <https://github.com/AvishrantSsh>`_
+- `@35C4n0r <https://github.com/35C4n0r>`_
+
+Weekly calls were greatly helpful and those special 1:1 call with `@AyanSinhaMahapatra` and `@pombredanne` 
+were so amazing. Thank you for your time and your patience!