Merge branch 'master' into add-next-greater-element

Author: Nikita20010

.github/workflows/build.yml

@@ -9,14 +9,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - run:
-          sudo apt-get update && sudo apt-get install -y libtiff5-dev libjpeg8-dev libopenjp2-7-dev
-          zlib1g-dev libfreetype6-dev liblcms2-dev libwebp-dev tcl8.6-dev tk8.6-dev python3-tk
-          libharfbuzz-dev libfribidi-dev libxcb1-dev
-          libxml2-dev libxslt-dev
-          libhdf5-dev
-          libopenblas-dev
-      - uses: actions/checkout@v5
+      - run: sudo apt-get update && sudo apt-get install -y libhdf5-dev
+      - uses: actions/checkout@v6
       - uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
@@ -28,10 +22,12 @@ jobs:
       - run: uv sync --group=test
       - name: Run tests
         # TODO: #8818 Re-enable quantum tests
-        run: uv run pytest
+        run: uv run --with=pytest-run-parallel pytest
+          --iterations=8 --parallel-threads=auto
           --ignore=computer_vision/cnn_classification.py
           --ignore=docs/conf.py
           --ignore=dynamic_programming/k_means_clustering_tensorflow.py
+          --ignore=machine_learning/local_weighted_learning/local_weighted_learning.py
           --ignore=machine_learning/lstm/lstm_prediction.py
           --ignore=neural_network/input_data.py
           --ignore=project_euler/

.github/workflows/devcontainer_ci.yml

@@ -12,7 +12,7 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: devcontainers/ci@v0.3
         with:
           push: never

.github/workflows/directory_writer.yml

@@ -6,7 +6,7 @@ jobs:
   directory_writer:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - uses: actions/setup-python@v6

.github/workflows/project_euler.yml

@@ -21,7 +21,7 @@ jobs:
           libxml2-dev libxslt-dev
           libhdf5-dev
           libopenblas-dev
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: astral-sh/setup-uv@v7
       - uses: actions/setup-python@v6
         with:
@@ -39,7 +39,7 @@ jobs:
           libxml2-dev libxslt-dev
           libhdf5-dev
           libopenblas-dev
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: astral-sh/setup-uv@v7
       - uses: actions/setup-python@v6
         with:

.github/workflows/ruff.yml

@@ -11,6 +11,6 @@ jobs:
   ruff:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: astral-sh/setup-uv@v7
       - run: uvx ruff check --output-format=github .

.github/workflows/sphinx.yml

@@ -32,16 +32,16 @@ jobs:
           libxml2-dev libxslt-dev
           libhdf5-dev
           libopenblas-dev
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: astral-sh/setup-uv@v7
       - uses: actions/setup-python@v6
         with:
           python-version: 3.14
           allow-prereleases: true
       - run: uv sync --group=docs
-      - uses: actions/configure-pages@v5
+      - uses: actions/configure-pages@v6
       - run: uv run sphinx-build -c docs . docs/_build/html
-      - uses: actions/upload-pages-artifact@v4
+      - uses: actions/upload-pages-artifact@v5
         with:
           path: docs/_build/html
 
@@ -53,5 +53,5 @@ jobs:
     needs: build_docs
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/deploy-pages@v4
+      - uses: actions/deploy-pages@v5
         id: deployment

.pre-commit-config.yaml

@@ -14,25 +14,25 @@ repos:
       - id: requirements-txt-fixer
 
   - repo: https://github.com/MarcoGorelli/auto-walrus
-    rev: 0.3.4
+    rev: 0.4.1
     hooks:
       - id: auto-walrus
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.13.3
+    rev: v0.15.9
     hooks:
       - id: ruff-check
       - id: ruff-format
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
       - id: codespell
         additional_dependencies:
           - tomli
 
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: v2.7.0
+    rev: v2.21.0
     hooks:
       - id: pyproject-fmt
 
@@ -45,19 +45,19 @@ repos:
         pass_filenames: false
 
   - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.24.1
+    rev: v0.25
     hooks:
       - id: validate-pyproject
 
-  - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.18.2
-    hooks:
-      - id: mypy
-        args:
-          - --explicit-package-bases
-          - --ignore-missing-imports
-          - --install-types
-          - --non-interactive
+  # - repo: https://github.com/pre-commit/mirrors-mypy
+  #  rev: v1.20.0
+  #  hooks:
+  #    - id: mypy
+  #      args:
+  #        - --explicit-package-bases
+  #        - --ignore-missing-imports
+  #        - --install-types
+  #        - --non-interactive
 
   - repo: https://github.com/pre-commit/mirrors-prettier
     rev: v4.0.0-alpha.8

CONTRIBUTING.md

@@ -99,7 +99,7 @@ We want your work to be readable by others; therefore, we encourage you to note
   ruff check
   ```
 
-- Original code submission require docstrings or comments to describe your work.
+- Original code submissions require docstrings or comments to describe your work.
 
 - More on docstrings and comments:
 
@@ -159,7 +159,7 @@ We want your work to be readable by others; therefore, we encourage you to note
   starting_value = int(input("Please enter a starting value: ").strip())
   ```
 
-  The use of [Python type hints](https://docs.python.org/3/library/typing.html) is encouraged for function parameters and return values.  Our automated testing will run [mypy](http://mypy-lang.org) so run that locally before making your submission.
+  The use of [Python type hints](https://docs.python.org/3/library/typing.html) is encouraged for function parameters and return values.  Our automated testing will run [mypy](https://mypy-lang.org) so run that locally before making your submission.
 
   ```python
   def sum_ab(a: int, b: int) -> int:

DIRECTORY.md

@@ -398,6 +398,7 @@
   * [Minimum Squares To Represent A Number](dynamic_programming/minimum_squares_to_represent_a_number.py)
   * [Minimum Steps To One](dynamic_programming/minimum_steps_to_one.py)
   * [Minimum Tickets Cost](dynamic_programming/minimum_tickets_cost.py)
+  * [Narcissistic Number](dynamic_programming/narcissistic_number.py)
   * [Optimal Binary Search Tree](dynamic_programming/optimal_binary_search_tree.py)
   * [Palindrome Partitioning](dynamic_programming/palindrome_partitioning.py)
   * [Range Sum Query](dynamic_programming/range_sum_query.py)
@@ -468,6 +469,11 @@
 
 ## Geometry
   * [Geometry](geometry/geometry.py)
+  * [Graham Scan](geometry/graham_scan.py)
+  * [Jarvis March](geometry/jarvis_march.py)
+  * Tests
+    * [Test Graham Scan](geometry/tests/test_graham_scan.py)
+    * [Test Jarvis March](geometry/tests/test_jarvis_march.py)
 
 ## Graphics
   * [Bezier Curve](graphics/bezier_curve.py)
@@ -624,6 +630,7 @@
   * [Sequential Minimum Optimization](machine_learning/sequential_minimum_optimization.py)
   * [Similarity Search](machine_learning/similarity_search.py)
   * [Support Vector Machines](machine_learning/support_vector_machines.py)
+  * [T Stochastic Neighbour Embedding](machine_learning/t_stochastic_neighbour_embedding.py)
   * [Word Frequency Functions](machine_learning/word_frequency_functions.py)
   * [Xgboost Classifier](machine_learning/xgboost_classifier.py)
   * [Xgboost Regressor](machine_learning/xgboost_regressor.py)
@@ -879,6 +886,7 @@
   * [Quine](other/quine.py)
   * [Scoring Algorithm](other/scoring_algorithm.py)
   * [Sdes](other/sdes.py)
+  * [Sliding Window Maximum](other/sliding_window_maximum.py)
   * [Tower Of Hanoi](other/tower_of_hanoi.py)
   * [Word Search](other/word_search.py)
 
@@ -978,6 +986,7 @@
     * [Sol2](project_euler/problem_014/sol2.py)
   * Problem 015
     * [Sol1](project_euler/problem_015/sol1.py)
+    * [Sol2](project_euler/problem_015/sol2.py)
   * Problem 016
     * [Sol1](project_euler/problem_016/sol1.py)
     * [Sol2](project_euler/problem_016/sol2.py)

backtracking/coloring.py

@@ -104,6 +104,14 @@ def color(graph: list[list[int]], max_colors: int) -> list[int]:
     >>> max_colors = 2
     >>> color(graph, max_colors)
     []
+    >>> color([], 2)  # empty graph
+    []
+    >>> color([[0]], 1)  # single node, 1 color
+    [0]
+    >>> color([[0, 1], [1, 0]], 1)  # 2 nodes, 1 color (impossible)
+    []
+    >>> color([[0, 1], [1, 0]], 2)  # 2 nodes, 2 colors (possible)
+    [0, 1]
     """
     colored_vertices = [-1] * len(graph)