pip => uv pip (#1799)

* pip => uv pip

* removed uv pip cache

* Disabled caching

* Install uv packages in CI/CD to system

* Fix

* fix

* Fix

* Enabled wheels install

* Fix

* Removed requirement for package versions

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* github

* FIx

* Fix

* Fix

* Fix

* Fix

* Fix

.github/workflows/ci.yml

@@ -5,21 +5,22 @@ on:
       - main
     paths-ignore:
       - 'CONTRIBUTORS.md'
+      - 'benchmark/**'
 
 jobs:
   test_and_lint:
     name: Test and lint
     runs-on: ${{ matrix.operating-system }}
     strategy:
       matrix:
-        operating-system: [ubuntu-latest, windows-latest, macos-13]
+        operating-system: [ubuntu-latest, windows-latest, macos-latest]
         python-version: [3.8, 3.9, "3.10", "3.11", "3.12"]
         include:
           - operating-system: ubuntu-latest
             path: ~/.cache/pip
           - operating-system: windows-latest
             path: ~\AppData\Local\pip\Cache
-          - operating-system: macos-13
+          - operating-system: macos-latest
             path: ~/Library/Caches/pip
       fail-fast: true
     steps:
@@ -41,25 +42,27 @@ jobs:
 
     - name: Update pip
       run: |
-        python -m pip install --upgrade pip
-        pip cache purge
+        python -m pip install --upgrade pip uv
+    - name: Update pip
+      run: |
+        python -m pip install --upgrade uv
     - name: Install wheel
-      run: python -m pip install --upgrade wheel
+      run: uv pip install --system --upgrade wheel
     - name: Install PyTorch on Linux and Windows
       if: >
         matrix.operating-system == 'ubuntu-latest' ||
         matrix.operating-system == 'windows-latest'
       run: >
-        pip install torch==2.2.0 torchvision==0.17.0
-        --extra-index-url https://download.pytorch.org/whl/cpu
+        uv pip install --system --verbose torch==2.3.0+cpu torchvision==0.18.0+cpu --extra-index-url https://download.pytorch.org/whl/cpu
     - name: Install PyTorch on MacOS
-      if: matrix.operating-system == 'macos-13'
-      run: pip install torch==2.2.0 torchvision==0.17.0
+      if: matrix.operating-system == 'macos-latest'
+      run: >
+        uv pip install --system --verbose torch==2.3.0 torchvision==0.18.0
     - name: Install dev requirements
-      run: pip install -r requirements-dev.txt
+      run: uv pip install --system -r requirements-dev.txt
     - name: Install dependencies
       run: |
-        pip install .
+        uv pip install --system .
     - name: Cleanup the build directory
       uses: JesseTG/[email protected]
       with:
@@ -91,10 +94,10 @@ jobs:
       run: cat codecov.yaml | curl --data-binary @- https://codecov.io/validate
     - name: Install requirements
       run: |
-        python -m pip install --upgrade pip
-        pip install .
+        python -m pip install --upgrade pip uv
+        uv pip install --system .
     - name: Install dev requirements
-      run: pip install -r requirements-dev.txt
+      run: uv pip install --system -r requirements-dev.txt
     - name: Run checks
       run: pre-commit run --files $(find albumentations -type f)
     - name: check-defaults-in-apply
@@ -115,9 +118,9 @@ jobs:
         python-version: ${{ matrix.python-version }}
     - name: Install requirements
       run: |
-        python -m pip install --upgrade pip
-        pip install requests
-        pip install .
+        python -m pip install --upgrade pip uv
+        uv pip install --system  requests
+        uv pip install --system .
     - name: Run checks for documentation
       run: python -m tools.make_transforms_docs check README.md
     - name: Run checks for used by documentation