From 0c048817ee8c2c8fd0637c83f1e2e6c0239f9273 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 14:44:37 +0100
Subject: [PATCH 01/27] try utilizing cores if available for tests

---
 pyproject.toml | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5d6fc86..a815351 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,8 @@ docs = [
 test = [
     "pytest",
     "pytest-coverage",
-    "pytest-lazy-fixtures"
+    "pytest-lazy-fixtures",
+    "pytest-xdist"
 ]
 
 [project.entry-points."mapchete.cli.commands"]
@@ -84,7 +85,17 @@ branch = true
 source = ["mapchete_eo"]
 
 [tool.pytest.ini_options]
-addopts = "--durations 20 --verbose --nf --cov=mapchete_eo --cov-report=term-missing:skip-covered"
+addopts = [
+    "--durations=20",
+    "--verbose",
+    "--nf",
+    "--cov=mapchete_eo",
+    "--cov-report=term-missing:skip-covered",
+    "--cov-append",
+    "--numprocesses=auto",
+    "--dist=loadscope",
+    "--max-worker-restart=3"
+]
 testpaths = ["tests"]
 markers = [
     "remote: marks tests which require acces to remote resources (deselect with '-m \"not remote\"')",

From 8202661038cc43b19fd4b340a562cdbf28b1712c Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 15:18:33 +0100
Subject: [PATCH 02/27] try making tests run more concurrent

---
 .github/workflows/python-package.yml    |  11 +-
 .github/workflows/sync-dependencies.yml |  74 +++-
 .test_durations                         | 495 ++++++++++++++++++++++++
 pyproject.toml                          |   8 +-
 uv.lock                                 |  14 +
 5 files changed, 588 insertions(+), 14 deletions(-)
 create mode 100644 .test_durations

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index e8c62e2..1685315 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -21,6 +21,7 @@ jobs:
       matrix:
         python-version: ["3.10", "3.11", "3.12", "3.13"]
         os: ["ubuntu-latest"]
+        split: [1, 2, 3, 4]
 
     steps:
       - uses: actions/checkout@v4
@@ -69,7 +70,15 @@ jobs:
           CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
-        run: uv run pytest -v --cov mapchete_eo --cov-report xml:coverage.xml --cov-report=term-missing:skip-covered --junitxml=pytest.xml
+        run: |
+          # Use --splits 4 (matches matrix) and --group ${{ matrix.split }}
+          uv run pytest -v \
+            --splits 4 \
+            --group ${{ matrix.split }} \
+            --cov mapchete_eo \
+            --cov-report xml:coverage.xml \
+            --cov-report=term-missing:skip-covered \
+            --junitxml=pytest.xml
 
       - name: Upload coverage reports to Codecov
         uses: codecov/codecov-action@v5
diff --git a/.github/workflows/sync-dependencies.yml b/.github/workflows/sync-dependencies.yml
index 114ea60..2196740 100644
--- a/.github/workflows/sync-dependencies.yml
+++ b/.github/workflows/sync-dependencies.yml
@@ -1,25 +1,44 @@
 name: sync-dependencies
 
 on:
+  push:
+    branches:
+      - main
+    paths-ignore:
+      - "docs/**"
+      - "README.rst"
+      - "conda/meta.yaml"
   schedule:
     - cron: '0 0 * * *'
   pull_request:
-    paths:
-      - "pyproject.toml"
   workflow_dispatch:
 
 jobs:
   sync-and-prepare:
     runs-on: ubuntu-latest
     outputs:
-      changed: ${{ steps.check.outputs.changed }}
+      any_changed: ${{ steps.changed-files.outputs.any_changed }}
+      sync_needed: ${{ steps.check.outputs.changed }}
     steps:
       - uses: actions/checkout@v4
         with:
+          # Fetch more than 1 commit so the action can compare branches
+          fetch-depth: 0 
           ref: ${{ github.event.pull_request.head.ref || github.ref }}
 
+      - name: Get changed files
+        id: changed-files
+        uses: tj-actions/changed-files@v45
+        with:
+          files: |
+            pyproject.toml
+            uv.lock  
+
       - name: Install uv
         uses: astral-sh/setup-uv@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
 
       - name: Sync and Upgrade
         run: |
@@ -30,12 +49,16 @@ jobs:
         run: |
           uvx pyproject2conda yaml -f pyproject.toml --output conda/meta.yaml --python-include infer
 
-      - name: Check for changes
+      - name: Check for Changes
         id: check
+        # Only evaluate changes if we actually ran the sync steps above
+        if: github.event_name != 'pull_request' || steps.changed-files.outputs.any_changed == 'true'
         run: |
           if [ -n "$(git status --porcelain)" ]; then
             echo "changed=true" >> $GITHUB_OUTPUT
-          fi
+          else
+            echo "changed=false" >> $GITHUB_OUTPUT
+          fi                
 
       - name: Upload artifacts for testing
         if: steps.check.outputs.changed == 'true'
@@ -48,13 +71,17 @@ jobs:
 
   run-tests:
     needs: sync-and-prepare
-    if: needs.sync-and-prepare.outputs.changed == 'true'
+    if: needs.sync-and-prepare.outputs.sync_needed == 'true'
     uses: ./.github/workflows/python-package.yml
     secrets: inherit
 
   finalize:
     needs: [sync-and-prepare, run-tests]
-    if: success()
+    if: |
+      always() && 
+      (needs.run-tests.result == 'success' || needs.run-tests.result == 'skipped') &&
+      needs.sync-and-prepare.result == 'success' &&
+      needs.sync-and-prepare.outputs.sync_needed == 'true'
     runs-on: ubuntu-latest
     permissions:
       contents: write
@@ -74,6 +101,7 @@ jobs:
         run: |
           git config user.name "github-actions[bot]"
           git config user.email "github-actions[bot]@users.noreply.github.com"
+          git pull --rebase origin ${{ github.event.pull_request.head.ref }}
           git add uv.lock conda/meta.yaml
           git commit -m "chore: sync uv.lock and conda recipe (tests passed)" || echo "No changes"
           git push origin HEAD:${{ github.event.pull_request.head.ref }}
@@ -90,4 +118,34 @@ jobs:
           delete-branch: true
           assignees: Scartography
           reviewers: ungarj
-          labels: dependencies, automated-pr
\ No newline at end of file
+          labels: dependencies, automated-pr
+
+  summary:
+    name: Final Summary
+    needs: [sync-and-prepare, run-tests, finalize]
+    if: always()
+    runs-on: ubuntu-latest
+    steps:
+      - name: Report Status
+        run: |
+          function get_status_msg() {
+            case "$1" in
+              success) echo "✅ success" ;;
+              failure) echo "❌ failure" ;;
+              skipped) echo "⏭️ skipped" ;;
+              *) echo "🚫 $1" ;;
+            esac
+          }
+
+          echo "### 🚀 Sync Workflow Summary" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "| Job | Result |" >> $GITHUB_STEP_SUMMARY
+          echo "| :--- | :--- |" >> $GITHUB_STEP_SUMMARY
+          echo "| **Sync and Prepare** | $(get_status_msg ${{ needs.sync-and-prepare.result }}) |" >> $GITHUB_STEP_SUMMARY
+          echo "| **Run Tests** | $(get_status_msg ${{ needs.run-tests.result }}) |" >> $GITHUB_STEP_SUMMARY
+          echo "| **Finalize (Push/PR)** | $(get_status_msg ${{ needs.finalize.result }}) |" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+
+          if [[ "${{ needs.sync-and-prepare.result }}" == "failure" || "${{ needs.run-tests.result }}" == "failure" || "${{ needs.finalize.result }}" == "failure" ]]; then
+            exit 1
+          fi
\ No newline at end of file
diff --git a/.test_durations b/.test_durations
new file mode 100644
index 0000000..3561134
--- /dev/null
+++ b/.test_durations
@@ -0,0 +1,495 @@
+{
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[addition]": 0.02747501799603924,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[darken_only]": 0.023157491930760443,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[difference]": 0.02528056496521458,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[divide]": 0.0205113019910641,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[dodge]": 0.025632940989453346,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[grain_extract]": 0.016219747019931674,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[grain_merge]": 0.016658742038998753,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[hard_light]": 0.04240808601025492,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[lighten_only]": 0.023242022027261555,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[multiply]": 0.015484275063499808,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[normal]": 0.020084135059732944,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[overlay]": 0.024758323037531227,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[screen]": 0.017105940962210298,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[soft_light]": 0.030472446989733726,
+    "tests/image_operations/test_compositing.py::test_blend_base_all_functions[subtract]": 0.016983597015496343,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[addition]": 0.01745839003706351,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[darken_only]": 0.02161226695170626,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[difference]": 0.01554171391762793,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[divide]": 0.016168369038496166,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[dodge]": 0.043999356974381953,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[grain_extract]": 0.016078629007097334,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[grain_merge]": 0.016296723042614758,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[hard_light]": 0.02932557003805414,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[lighten_only]": 0.015507381001953036,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[multiply]": 0.04293998400680721,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[normal]": 0.0264303790172562,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[overlay]": 0.024814189004246145,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[screen]": 0.021048340073321015,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[soft_light]": 0.020744400972034782,
+    "tests/image_operations/test_compositing.py::test_composite_dispatch[subtract]": 0.015535001992247999,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_basic[GradientPosition.edge]": 0.0009742909460328519,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_basic[GradientPosition.inside]": 0.0010655990918166935,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_basic[GradientPosition.outside]": 0.0009597970056347549,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_invalid_gradient_position": 0.0014310479164123535,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_invalid_input": 0.0004694870440289378,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_mask_none_branch": 0.001788338995538652,
+    "tests/image_operations/test_compositing.py::test_fuzzy_alpha_mask_without_mask": 0.0009372819913551211,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_invalid_dimensions": 0.0004989919834770262,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_ndim_and_band_branches": 0.00215786206535995,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-False-0-1]": 0.0011915279319509864,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-False-0-3]": 0.001085878990124911,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-False-3-1]": 0.001358760055154562,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-False-3-3]": 0.0014658250729553401,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-True-0-1]": 0.0012807860039174557,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-True-0-3]": 0.0014843399985693395,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-True-3-1]": 0.0014943289570510387,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[False-True-3-3]": 0.0015538950101472437,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-False-0-1]": 0.0012270099250599742,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-False-0-3]": 0.0011487489682622254,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-False-3-1]": 0.0014162419829517603,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-False-3-3]": 0.001520356978289783,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-True-0-1]": 0.0018789279856719077,
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+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-True-3-1]": 0.001748255977872759,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_shapes[True-True-3-3]": 0.0016111570876091719,
+    "tests/image_operations/test_compositing.py::test_fuzzy_mask_timer_invoked": 0.0006819989648647606,
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+    "tests/image_operations/test_compositing.py::test_to_rgba_expanded_mask_bool_array": 0.0006230709841474891,
+    "tests/image_operations/test_compositing.py::test_to_rgba_expanded_mask_bool_scalar": 0.000663355051074177,
+    "tests/image_operations/test_compositing.py::test_to_rgba_four_band_array": 0.0005699560279026628,
+    "tests/image_operations/test_compositing.py::test_to_rgba_invalid_band_counts": 0.0005909050232730806,
+    "tests/image_operations/test_compositing.py::test_to_rgba_mixed_mask_values": 0.0006260359659790993,
+    "tests/image_operations/test_compositing.py::test_to_rgba_shapes_and_types[1]": 0.0028945350204594433,
+    "tests/image_operations/test_compositing.py::test_to_rgba_shapes_and_types[2]": 0.0023943420965224504,
+    "tests/image_operations/test_compositing.py::test_to_rgba_shapes_and_types[3]": 0.002835660008713603,
+    "tests/image_operations/test_compositing.py::test_to_rgba_shapes_and_types[4]": 0.002390858076978475,
+    "tests/image_operations/test_compositing.py::test_to_rgba_two_band_array": 0.0006550539401359856,
+    "tests/image_operations/test_compositing.py::test_to_rgba_type_error": 0.000979276024736464,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint16-1000.0-None-1-test_2d_array]": 0.0054614400141872466,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint16-1000.0-None-1-test_3d_array]": 0.01222759298980236,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint16-1000.0-None-1-test_4d_array]": 0.05226414097705856,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint16-5000.0-20000-None-test_2d_array]": 0.005197493068408221,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint16-5000.0-20000-None-test_3d_array]": 0.011955820955336094,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint16-5000.0-20000-None-test_4d_array]": 0.052265033998992294,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint8-10000.0-100-0-test_2d_array]": 0.005471104988828301,
+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint8-10000.0-100-0-test_3d_array]": 0.01185706100659445,
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+    "tests/image_operations/test_dtype_scale.py::test_dtype_scale_parametrized[uint8-10000.0-None-None-test_4d_array]": 0.052096807048656046,
+    "tests/image_operations/test_fillnodata.py::test_fillnodata[0-all]": 0.06657315097982064,
+    "tests/image_operations/test_fillnodata.py::test_fillnodata[0-nodata_neighbors]": 0.09477580297971144,
+    "tests/image_operations/test_fillnodata.py::test_fillnodata[0-patch_size]": 0.33408485795371234,
+    "tests/image_operations/test_fillnodata.py::test_fillnodata[3-all]": 0.0721894379821606,
+    "tests/image_operations/test_fillnodata.py::test_fillnodata[3-nodata_neighbors]": 0.07471038494259119,
+    "tests/image_operations/test_fillnodata.py::test_fillnodata[3-patch_size]": 0.6584852960659191,
+    "tests/image_operations/test_filters.py::test_blur": 0.009293556970078498,
+    "tests/image_operations/test_filters.py::test_contour": 0.0038351669791154563,
+    "tests/image_operations/test_filters.py::test_detail": 0.00513302197214216,
+    "tests/image_operations/test_filters.py::test_edge_enhance": 0.0058984310599043965,
+    "tests/image_operations/test_filters.py::test_edge_enhance_more": 0.004982320009730756,
+    "tests/image_operations/test_filters.py::test_emboss": 0.003366024000570178,
+    "tests/image_operations/test_filters.py::test_errors": 0.0017979000112973154,
+    "tests/image_operations/test_filters.py::test_find_edges": 0.003812610055319965,
+    "tests/image_operations/test_filters.py::test_gaussian_blur": 0.004273301979992539,
+    "tests/image_operations/test_filters.py::test_median": 0.02205004292773083,
+    "tests/image_operations/test_filters.py::test_sharpen": 0.004216330999042839,
+    "tests/image_operations/test_filters.py::test_sharpen_16bit": 0.027201544027775526,
+    "tests/image_operations/test_filters.py::test_smooth": 0.004471794003620744,
+    "tests/image_operations/test_filters.py::test_smooth_more": 0.005679284979123622,
+    "tests/image_operations/test_filters.py::test_unsharp_mask": 0.006288687989581376,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_band_length_mismatch": 0.002115806972142309,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_invalid_dtype": 0.0014351180288940668,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[False-float320]": 0.0024850130430422723,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[False-float321]": 0.002174310036934912,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[False-uint160]": 0.0024217719910666347,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[False-uint161]": 0.00345520896371454,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[False-uint80]": 0.002505785960238427,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[False-uint81]": 0.0022629709565080702,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[True-float320]": 0.002781039976980537,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[True-float321]": 0.002581835025921464,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[True-uint160]": 0.0028203539550304413,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[True-uint161]": 0.005257883982267231,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[True-uint80]": 0.0029998860554769635,
+    "tests/image_operations/test_linear_normalization.py::test_linear_normalization_parametrized[True-uint81]": 0.0025721220299601555,
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+    "tests/test_io_to_np_array.py::test_products_to_np_array_merge_datastrip_id[first]": 2.676347849017475,
+    "tests/test_io_to_np_array.py::test_products_to_np_array_merge_date": 2.6554894400178455,
+    "tests/test_io_to_xarray.py::test_products_to_xarray": 0.40498878399375826,
+    "tests/test_io_to_xarray.py::test_products_to_xarray_eo_bands": 0.38362827501259744,
+    "tests/test_io_to_xarray.py::test_products_to_xarray_merge_datastrip_id[average]": 2.4619697419693694,
+    "tests/test_io_to_xarray.py::test_products_to_xarray_merge_datastrip_id[first]": 2.4519185239914805,
+    "tests/test_io_to_xarray.py::test_products_to_xarray_merge_date": 2.68571502098348,
+    "tests/test_processes.py::test_eoxcloudless_8bit_dtype_scale_mapchete": 0.14268450590316206,
+    "tests/test_processes.py::test_merge_rasters": 0.30440815509064123,
+    "tests/test_product.py::test_blacklist": 0.008242515032179654,
+    "tests/test_s2_mgrs.py::test_s2_tiles_from_bounds": 0.9898865380673669,
+    "tests/test_s2_mgrs.py::test_s2_tiles_from_bounds_antimeridian[bounds0]": 1.5580842979834415,
+    "tests/test_s2_mgrs.py::test_s2_tiles_from_bounds_antimeridian[bounds1]": 1.691765567054972,
+    "tests/test_s2_mgrs.py::test_s2_tiles_from_bounds_antimeridian[bounds2]": 1.5249707679613493,
+    "tests/test_s2_mgrs.py::test_s2_tiles_from_bounds_antimeridian[bounds3]": 1.3066548249917105,
+    "tests/test_s2_mgrs.py::test_s2tile_antimeridian_footprint[01UCV-MultiPolygon]": 0.0058781790430657566,
+    "tests/test_s2_mgrs.py::test_s2tile_antimeridian_footprint[30VXL-Polygon]": 0.005977724038530141,
+    "tests/test_s2_mgrs.py::test_s2tile_bounds[stac_item_pb0214]": 0.022479081992059946,
+    "tests/test_s2_mgrs.py::test_s2tile_bounds[stac_item_pb0300]": 0.01715554401744157,
+    "tests/test_s2_mgrs.py::test_s2tile_bounds[stac_item_pb0301]": 0.017765935976058245,
+    "tests/test_s2_mgrs.py::test_s2tile_bounds[stac_item_pb0400]": 0.01810686493990943,
+    "tests/test_s2_mgrs.py::test_s2tile_bounds[stac_item_pb0400_offset]": 0.021515206957701594,
+    "tests/test_s2_mgrs.py::test_s2tile_bounds[stac_item_pb0509]": 0.023277497966773808,
+    "tests/test_s2_mgrs.py::test_s2tile_from_tile_id_invalid_square[27CWJ]": 0.013335846946574748,
+    "tests/test_s2_mgrs.py::test_sentinel2_jp2_static_catalog": 0.0006238450296223164,
+    "tests/test_sort.py::test_sort[False-cloud_cover]": 0.0663950580637902,
+    "tests/test_sort.py::test_sort[False-date]": 0.06632311595603824,
+    "tests/test_sort.py::test_sort[True-cloud_cover]": 0.06292309000855312,
+    "tests/test_sort.py::test_sort[True-date]": 0.07374277000781149
+}
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index a815351..bc97269 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ test = [
     "pytest",
     "pytest-coverage",
     "pytest-lazy-fixtures",
-    "pytest-xdist"
+    "pytest-split"
 ]
 
 [project.entry-points."mapchete.cli.commands"]
@@ -88,13 +88,11 @@ source = ["mapchete_eo"]
 addopts = [
     "--durations=20",
     "--verbose",
+    "--splitting-algorithm", "least_duration",
     "--nf",
     "--cov=mapchete_eo",
     "--cov-report=term-missing:skip-covered",
-    "--cov-append",
-    "--numprocesses=auto",
-    "--dist=loadscope",
-    "--max-worker-restart=3"
+    "--cov-append"
 ]
 testpaths = ["tests"]
 markers = [
diff --git a/uv.lock b/uv.lock
index a99191d..cfcb132 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1753,6 +1753,7 @@ test = [
     { name = "pytest" },
     { name = "pytest-coverage" },
     { name = "pytest-lazy-fixtures" },
+    { name = "pytest-split" },
 ]
 
 [package.metadata]
@@ -1771,6 +1772,7 @@ requires-dist = [
     { name = "pytest", marker = "extra == 'test'" },
     { name = "pytest-coverage", marker = "extra == 'test'" },
     { name = "pytest-lazy-fixtures", marker = "extra == 'test'" },
+    { name = "pytest-split", marker = "extra == 'test'" },
     { name = "retry" },
     { name = "rtree" },
     { name = "scipy" },
@@ -3421,6 +3423,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/60/a0/a07399bd4842282fe3c2da264746069d5216640bc0940b7a359e2c950aa6/pytest_lazy_fixtures-1.4.0-py3-none-any.whl", hash = "sha256:c5db4506fa0ade5887189d1a18857fec4c329b4f49043fef6732c67c9553389a", size = 9680, upload-time = "2025-09-16T18:42:30.534Z" },
 ]
 
+[[package]]
+name = "pytest-split"
+version = "0.11.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2f/16/8af4c5f2ceb3640bb1f78dfdf5c184556b10dfe9369feaaad7ff1c13f329/pytest_split-0.11.0.tar.gz", hash = "sha256:8ebdb29cc72cc962e8eb1ec07db1eeb98ab25e215ed8e3216f6b9fc7ce0ec2b5", size = 13421, upload-time = "2026-02-03T09:14:31.469Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ae/a1/d4423657caaa8be9b31e491592b49cebdcfd434d3e74512ce71f6ec39905/pytest_split-0.11.0-py3-none-any.whl", hash = "sha256:899d7c0f5730da91e2daf283860eb73b503259cb416851a65599368849c7f382", size = 11911, upload-time = "2026-02-03T09:14:33.708Z" },
+]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"

From 0822f175ac464d504d354b72c751977abb47dbb7 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 17:46:55 +0100
Subject: [PATCH 03/27] fixing the sync-deps in PR, try beuitifying the tests

---
 .github/workflows/python-package.yml    | 39 +++++++++++++++----------
 .github/workflows/sync-dependencies.yml | 24 +++++++++++----
 2 files changed, 42 insertions(+), 21 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 1685315..b0a2aa1 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -15,7 +15,10 @@ permissions:
 
 jobs:
   test:
+    # 🏷️ This makes the UI subdivided and easy to read!
+    name: 🐍 ${{ matrix.python-version }} • 🧩 Split ${{ matrix.split }}/${{ strategy.job-total / 4 }}
     runs-on: ${{ matrix.os }}
+    
     strategy:
       fail-fast: false
       matrix:
@@ -23,45 +26,51 @@ jobs:
         os: ["ubuntu-latest"]
         split: [1, 2, 3, 4]
 
+    # Move common env vars here to keep the "run" step clean
+    env:
+      CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
+      OPENBLAS_NUM_THREADS: 1
+      OMP_NUM_THREADS: 1
+
     steps:
-      - uses: actions/checkout@v4
+      - name: ⬇️ Checkout
+        uses: actions/checkout@v4
 
-      - name: Download updated dependencies
+      - name: 📦 Load Updated Artifacts
         uses: actions/download-artifact@v4
         continue-on-error: true
         with:
           name: updated-deps
 
-      - name: Set up Python ${{ matrix.python-version }}
+      - name: 🏗️ Setup Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Lint
+      - name: 🧹 Lint Check
         run: |
           python -m pip install pre-commit
           pre-commit run --show-diff-on-failure --all-files
 
-      - name: Install GIS Dependencies
+      - name: 🌍 Install GIS System Deps
         run: |
           sudo apt-add-repository -y ppa:ubuntugis/ubuntugis-unstable
           sudo apt-get -y update
           sudo apt-get install -y gdal-bin libgdal-dev libproj-dev libgeos-dev g++
 
-      - name: Install uv
+      - name: ⚡ Setup uv
         uses: astral-sh/setup-uv@v5
         with:
           enable-cache: true
 
-      - name: Install dependencies
+      - name: 🛠️ Sync Environment
         env:
-          CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
           GDAL_CONFIG: /usr/bin/gdal-config
         run: |
-          # uv sync will prefer the downloaded uv.lock if it exists
           uv sync --all-extras
+          uv pip install pytest-split
 
-      - name: run 
+      - name: 🧪 Run Partitioned Tests
         env:
           AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -69,19 +78,19 @@ jobs:
           AWS_DEFAULT_REGION: ${{ vars.AWS_DEFAULT_REGION }}
           CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
-          CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
         run: |
-          # Use --splits 4 (matches matrix) and --group ${{ matrix.split }}
           uv run pytest -v \
             --splits 4 \
             --group ${{ matrix.split }} \
             --cov mapchete_eo \
             --cov-report xml:coverage.xml \
             --cov-report=term-missing:skip-covered \
-            --junitxml=pytest.xml
+            --junitxml=pytest-${{ matrix.python-version }}-${{ matrix.split }}.xml
 
-      - name: Upload coverage reports to Codecov
+      - name: 📊 Upload to Codecov
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          slug: mapchete/mapchete-eo
\ No newline at end of file
+          slug: mapchete/mapchete-eo
+          # Adding flags makes the Codecov UI prettier too!
+          flags: py${{ matrix.python-version }},split${{ matrix.split }}
\ No newline at end of file
diff --git a/.github/workflows/sync-dependencies.yml b/.github/workflows/sync-dependencies.yml
index 2196740..ff89847 100644
--- a/.github/workflows/sync-dependencies.yml
+++ b/.github/workflows/sync-dependencies.yml
@@ -75,7 +75,7 @@ jobs:
     uses: ./.github/workflows/python-package.yml
     secrets: inherit
 
-  finalize:
+finalize:
     needs: [sync-and-prepare, run-tests]
     if: |
       always() && 
@@ -89,8 +89,19 @@ jobs:
     steps:
       - uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           ref: ${{ github.event.pull_request.head.ref || github.ref }}
 
+      - name: Configure Git
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+      - name: Sync Local Branch with Remote
+        run: |
+          BRANCH_NAME="${{ github.event.pull_request.head.ref || github.ref_name }}"
+          git pull --rebase origin $BRANCH_NAME
+
       - name: Download updated files
         uses: actions/download-artifact@v4
         with:
@@ -99,12 +110,13 @@ jobs:
       - name: Push to Existing PR
         if: github.event_name == 'pull_request'
         run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
-          git pull --rebase origin ${{ github.event.pull_request.head.ref }}
           git add uv.lock conda/meta.yaml
-          git commit -m "chore: sync uv.lock and conda recipe (tests passed)" || echo "No changes"
-          git push origin HEAD:${{ github.event.pull_request.head.ref }}
+          if git diff --cached --quiet; then
+            echo "No changes detected after rebase."
+          else
+            git commit -m "chore: sync uv.lock and conda recipe (tests passed)"
+            git push origin HEAD:${{ github.event.pull_request.head.ref }}
+          fi
 
       - name: Create New Pull Request
         if: github.event_name != 'pull_request'

From 8508cfa25b7e1b8244d362084ec36c332df8aba8 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 17:49:51 +0100
Subject: [PATCH 04/27] some linting issues

---
 .github/workflows/python-package.yml    | 14 +++++++-------
 .github/workflows/sync-dependencies.yml |  2 +-
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index b0a2aa1..e3be464 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -15,8 +15,8 @@ permissions:
 
 jobs:
   test:
-    # 🏷️ This makes the UI subdivided and easy to read!
-    name: 🐍 ${{ matrix.python-version }} • 🧩 Split ${{ matrix.split }}/${{ strategy.job-total / 4 }}
+    # 🏷️ Fixed naming logic: Simple and clean subdivision
+    name: "🐍 ${{ matrix.python-version }} • 🧩 Split ${{ matrix.split }} of 4"
     runs-on: ${{ matrix.os }}
     
     strategy:
@@ -26,17 +26,18 @@ jobs:
         os: ["ubuntu-latest"]
         split: [1, 2, 3, 4]
 
-    # Move common env vars here to keep the "run" step clean
+    # Global Job Environment - keeps the individual steps surgical
     env:
       CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
       OPENBLAS_NUM_THREADS: 1
       OMP_NUM_THREADS: 1
+      MKL_NUM_THREADS: 1
 
     steps:
       - name: ⬇️ Checkout
         uses: actions/checkout@v4
 
-      - name: 📦 Load Updated Artifacts
+      - name: 📦 Download updated dependencies
         uses: actions/download-artifact@v4
         continue-on-error: true
         with:
@@ -52,7 +53,7 @@ jobs:
           python -m pip install pre-commit
           pre-commit run --show-diff-on-failure --all-files
 
-      - name: 🌍 Install GIS System Deps
+      - name: 🌍 Install GIS Dependencies
         run: |
           sudo apt-add-repository -y ppa:ubuntugis/ubuntugis-unstable
           sudo apt-get -y update
@@ -63,7 +64,7 @@ jobs:
         with:
           enable-cache: true
 
-      - name: 🛠️ Sync Environment
+      - name: 🛠️ Install dependencies
         env:
           GDAL_CONFIG: /usr/bin/gdal-config
         run: |
@@ -92,5 +93,4 @@ jobs:
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           slug: mapchete/mapchete-eo
-          # Adding flags makes the Codecov UI prettier too!
           flags: py${{ matrix.python-version }},split${{ matrix.split }}
\ No newline at end of file
diff --git a/.github/workflows/sync-dependencies.yml b/.github/workflows/sync-dependencies.yml
index ff89847..74949d5 100644
--- a/.github/workflows/sync-dependencies.yml
+++ b/.github/workflows/sync-dependencies.yml
@@ -75,7 +75,7 @@ jobs:
     uses: ./.github/workflows/python-package.yml
     secrets: inherit
 
-finalize:
+  finalize:
     needs: [sync-and-prepare, run-tests]
     if: |
       always() && 

From 5e62ddddd5a0f6348620d6a48055f965431dc574 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Thu, 5 Feb 2026 16:59:47 +0000
Subject: [PATCH 05/27] chore: sync uv.lock and conda recipe (tests passed)

---
 uv.lock | 292 +++++++++++++++++++++++++++++++-------------------------
 1 file changed, 160 insertions(+), 132 deletions(-)

diff --git a/uv.lock b/uv.lock
index cfcb132..790b100 100644
--- a/uv.lock
+++ b/uv.lock
@@ -25,7 +25,7 @@ wheels = [
 
 [[package]]
 name = "aiobotocore"
-version = "2.26.0"
+version = "3.1.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -34,11 +34,12 @@ dependencies = [
     { name = "jmespath" },
     { name = "multidict" },
     { name = "python-dateutil" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
     { name = "wrapt" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4d/f8/99fa90d9c25b78292899fd4946fce97b6353838b5ecc139ad8ba1436e70c/aiobotocore-2.26.0.tar.gz", hash = "sha256:50567feaf8dfe2b653570b4491f5bc8c6e7fb9622479d66442462c021db4fadc", size = 122026, upload-time = "2025-11-28T07:54:59.956Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a3/86/6b22e645d2f340b6c0f7164e57641bd926b9c08d73428e4962fb0f3ae71b/aiobotocore-3.1.2.tar.gz", hash = "sha256:d9b5bfff63df96a0ba78f7e5d10a063ab2dd8497e9c15ecf9d9660dafb853172", size = 122621, upload-time = "2026-02-05T10:21:37.434Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b7/58/3bf0b7d474607dc7fd67dd1365c4e0f392c8177eaf4054e5ddee3ebd53b5/aiobotocore-2.26.0-py3-none-any.whl", hash = "sha256:a793db51c07930513b74ea7a95bd79aaa42f545bdb0f011779646eafa216abec", size = 87333, upload-time = "2025-11-28T07:54:58.457Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/22/4d16dca3bd1d6475a53063eb72150269cea1a0a201b55288b3402f61f119/aiobotocore-3.1.2-py3-none-any.whl", hash = "sha256:1141cec16c47cc3e466d89fcccc5c57291a3751a15488fe7fbaea8550f94f468", size = 87701, upload-time = "2026-02-05T10:21:36.183Z" },
 ]
 
 [[package]]
@@ -271,30 +272,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.41.5"
+version = "1.42.42"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/5b/81/450cd4143864959264a3d80f9246175a20de8c1e50ec889c710eaa28cdd9/boto3-1.41.5.tar.gz", hash = "sha256:bc7806bee681dfdff2fe2b74967b107a56274f1e66ebe4d20dc8eee1ea408d17", size = 111594, upload-time = "2025-11-26T20:27:47.021Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c8/ac/9ef2cc431e00ecbf1ac197938ddea120e75b516b4c57028a1fd517d3e882/boto3-1.42.42.tar.gz", hash = "sha256:8c2537156f5ccd72bbbfe4fc27a8a80bf3e4f80523f306417f3fb6023d13edda", size = 112831, upload-time = "2026-02-04T20:28:45.494Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3c/56/f47a80254ed4991cce9a2f6d8ae8aafbc8df1c3270e966b2927289e5a12f/boto3-1.41.5-py3-none-any.whl", hash = "sha256:bb278111bfb4c33dca8342bda49c9db7685e43debbfa00cc2a5eb854dd54b745", size = 139344, upload-time = "2025-11-26T20:27:45.571Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/0a/3966f239e1d9da93cb755dc0213835ce4e9ed93645192878d0a055ecdc31/boto3-1.42.42-py3-none-any.whl", hash = "sha256:8c78169ef47dc29863ebb11ba99134b1b418d3dfdd836419830f22552f8afe43", size = 140599, upload-time = "2026-02-04T20:28:43.056Z" },
 ]
 
 [[package]]
 name = "botocore"
-version = "1.41.5"
+version = "1.42.42"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/90/22/7fe08c726a2e3b11a0aef8bf177e83891c9cb2dc1809d35c9ed91a9e60e6/botocore-1.41.5.tar.gz", hash = "sha256:0367622b811597d183bfcaab4a350f0d3ede712031ce792ef183cabdee80d3bf", size = 14668152, upload-time = "2025-11-26T20:27:38.026Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/96/4eca9755ca444402c46c73cc8ff252c8eb73ab0ccf35ca76d89e7b7820ac/botocore-1.42.42.tar.gz", hash = "sha256:cb75639f5ba7bf73b83ac18bcd87f07b7f484f302748da974dad2801a83a1d60", size = 14926585, upload-time = "2026-02-04T20:28:33.66Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4e/4e/21cd0b8f365449f1576f93de1ec8718ed18a7a3bc086dfbdeb79437bba7a/botocore-1.41.5-py3-none-any.whl", hash = "sha256:3fef7fcda30c82c27202d232cfdbd6782cb27f20f8e7e21b20606483e66ee73a", size = 14337008, upload-time = "2025-11-26T20:27:35.208Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/51/aac7e419521d5519e13087a7198623655648c939822bd7f4bdc9ccbe07f9/botocore-1.42.42-py3-none-any.whl", hash = "sha256:1c9df5fc31e9073a9aa956271c4007d72f5d342cafca5f4154ea099bc6f83085", size = 14600186, upload-time = "2026-02-04T20:28:29.268Z" },
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 ]
 
 [[package]]

From 8829726e2658c126f7735096eb1d52e6be5b0ada Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 18:35:14 +0100
Subject: [PATCH 06/27] align the actions in CI

---
 .github/workflows/python-package.yml    |  38 +++-----
 .github/workflows/sync-dependencies.yml | 111 ++++--------------------
 2 files changed, 30 insertions(+), 119 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index e3be464..041b08a 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -3,22 +3,23 @@ name: Python package test
 on:
   push:
     branches: [main]
+    paths-ignore:
+      - "uv.lock"
+      - "conda/meta.yaml"
+      - "docs/**"    
   pull_request:
     branches: [main]
+    paths-ignore:
+      - "uv.lock"
+      - "conda/meta.yaml"     
   schedule:
     - cron: '0 8 * * 1,4'
   workflow_call:
 
-permissions:
-  pull-requests: write
-  contents: read
-
 jobs:
   test:
-    # 🏷️ Fixed naming logic: Simple and clean subdivision
     name: "🐍 ${{ matrix.python-version }} • 🧩 Split ${{ matrix.split }} of 4"
     runs-on: ${{ matrix.os }}
-    
     strategy:
       fail-fast: false
       matrix:
@@ -26,18 +27,13 @@ jobs:
         os: ["ubuntu-latest"]
         split: [1, 2, 3, 4]
 
-    # Global Job Environment - keeps the individual steps surgical
     env:
       CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
-      OPENBLAS_NUM_THREADS: 1
-      OMP_NUM_THREADS: 1
-      MKL_NUM_THREADS: 1
 
     steps:
-      - name: ⬇️ Checkout
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
 
-      - name: 📦 Download updated dependencies
+      - name: 📦 Load Updated Lockfile
         uses: actions/download-artifact@v4
         continue-on-error: true
         with:
@@ -48,12 +44,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: 🧹 Lint Check
-        run: |
-          python -m pip install pre-commit
-          pre-commit run --show-diff-on-failure --all-files
-
-      - name: 🌍 Install GIS Dependencies
+      - name: 🌍 GIS System Deps
         run: |
           sudo apt-add-repository -y ppa:ubuntugis/ubuntugis-unstable
           sudo apt-get -y update
@@ -64,14 +55,12 @@ jobs:
         with:
           enable-cache: true
 
-      - name: 🛠️ Install dependencies
-        env:
-          GDAL_CONFIG: /usr/bin/gdal-config
+      - name: 🛠️ Install
         run: |
           uv sync --all-extras
           uv pip install pytest-split
 
-      - name: 🧪 Run Partitioned Tests
+      - name: 🧪 Run Tests
         env:
           AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -85,10 +74,9 @@ jobs:
             --group ${{ matrix.split }} \
             --cov mapchete_eo \
             --cov-report xml:coverage.xml \
-            --cov-report=term-missing:skip-covered \
             --junitxml=pytest-${{ matrix.python-version }}-${{ matrix.split }}.xml
 
-      - name: 📊 Upload to Codecov
+      - name: 📊 Codecov
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.github/workflows/sync-dependencies.yml b/.github/workflows/sync-dependencies.yml
index 74949d5..8753163 100644
--- a/.github/workflows/sync-dependencies.yml
+++ b/.github/workflows/sync-dependencies.yml
@@ -1,58 +1,35 @@
 name: sync-dependencies
 
 on:
-  push:
-    branches:
-      - main
-    paths-ignore:
-      - "docs/**"
-      - "README.rst"
-      - "conda/meta.yaml"
   schedule:
     - cron: '0 0 * * *'
-  pull_request:
   workflow_dispatch:
+  push:
+    branches: [main]
+    paths:
+      - "pyproject.toml" # ⬅️ Only trigger when the "source" of deps changes
 
 jobs:
   sync-and-prepare:
     runs-on: ubuntu-latest
     outputs:
-      any_changed: ${{ steps.changed-files.outputs.any_changed }}
       sync_needed: ${{ steps.check.outputs.changed }}
     steps:
       - uses: actions/checkout@v4
         with:
-          # Fetch more than 1 commit so the action can compare branches
-          fetch-depth: 0 
+          fetch-depth: 0
           ref: ${{ github.event.pull_request.head.ref || github.ref }}
 
-      - name: Get changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: |
-            pyproject.toml
-            uv.lock  
-
-      - name: Install uv
+      - name: ⚡ Setup uv
         uses: astral-sh/setup-uv@v5
-        with:
-          enable-cache: true
-          cache-dependency-glob: "uv.lock"
 
-      - name: Sync and Upgrade
+      - name: 🛠️ Upgrade & Sync
         run: |
-          uv lock || (rm uv.lock && uv lock)
           uv lock --upgrade
-
-      - name: Sync Conda Recipe
-        run: |
           uvx pyproject2conda yaml -f pyproject.toml --output conda/meta.yaml --python-include infer
 
-      - name: Check for Changes
+      - name: 📋 Check for Changes
         id: check
-        # Only evaluate changes if we actually ran the sync steps above
-        if: github.event_name != 'pull_request' || steps.changed-files.outputs.any_changed == 'true'
         run: |
           if [ -n "$(git status --porcelain)" ]; then
             echo "changed=true" >> $GITHUB_OUTPUT
@@ -60,7 +37,7 @@ jobs:
             echo "changed=false" >> $GITHUB_OUTPUT
           fi                
 
-      - name: Upload artifacts for testing
+      - name: 📤 Upload Updated Deps
         if: steps.check.outputs.changed == 'true'
         uses: actions/upload-artifact@v4
         with:
@@ -69,6 +46,7 @@ jobs:
             uv.lock
             conda/meta.yaml
 
+  # This job runs the full 16-matrix test suite using the new lockfile
   run-tests:
     needs: sync-and-prepare
     if: needs.sync-and-prepare.outputs.sync_needed == 'true'
@@ -79,85 +57,30 @@ jobs:
     needs: [sync-and-prepare, run-tests]
     if: |
       always() && 
-      (needs.run-tests.result == 'success' || needs.run-tests.result == 'skipped') &&
-      needs.sync-and-prepare.result == 'success' &&
+      needs.run-tests.result == 'success' &&
       needs.sync-and-prepare.outputs.sync_needed == 'true'
     runs-on: ubuntu-latest
     permissions:
       contents: write
-      pull-requests: write
     steps:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
           ref: ${{ github.event.pull_request.head.ref || github.ref }}
 
-      - name: Configure Git
+      - name: 🛠️ Git Rebase (Clean Tree)
         run: |
           git config user.name "github-actions[bot]"
           git config user.email "github-actions[bot]@users.noreply.github.com"
+          git pull --rebase origin ${{ github.event.pull_request.head.ref || github.ref_name }}
 
-      - name: Sync Local Branch with Remote
-        run: |
-          BRANCH_NAME="${{ github.event.pull_request.head.ref || github.ref_name }}"
-          git pull --rebase origin $BRANCH_NAME
-
-      - name: Download updated files
+      - name: 📥 Apply Verified Artifacts
         uses: actions/download-artifact@v4
         with:
           name: updated-deps
 
-      - name: Push to Existing PR
-        if: github.event_name == 'pull_request'
+      - name: 🚀 Commit and Push
         run: |
           git add uv.lock conda/meta.yaml
-          if git diff --cached --quiet; then
-            echo "No changes detected after rebase."
-          else
-            git commit -m "chore: sync uv.lock and conda recipe (tests passed)"
-            git push origin HEAD:${{ github.event.pull_request.head.ref }}
-          fi
-
-      - name: Create New Pull Request
-        if: github.event_name != 'pull_request'
-        uses: peter-evans/create-pull-request@v7
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-          commit-message: "chore: update uv.lock and conda recipe"
-          title: "chore(deps): sync uv and conda"
-          body: "Automated daily sync."
-          branch: "automated-dependency-sync"
-          delete-branch: true
-          assignees: Scartography
-          reviewers: ungarj
-          labels: dependencies, automated-pr
-
-  summary:
-    name: Final Summary
-    needs: [sync-and-prepare, run-tests, finalize]
-    if: always()
-    runs-on: ubuntu-latest
-    steps:
-      - name: Report Status
-        run: |
-          function get_status_msg() {
-            case "$1" in
-              success) echo "✅ success" ;;
-              failure) echo "❌ failure" ;;
-              skipped) echo "⏭️ skipped" ;;
-              *) echo "🚫 $1" ;;
-            esac
-          }
-
-          echo "### 🚀 Sync Workflow Summary" >> $GITHUB_STEP_SUMMARY
-          echo "" >> $GITHUB_STEP_SUMMARY
-          echo "| Job | Result |" >> $GITHUB_STEP_SUMMARY
-          echo "| :--- | :--- |" >> $GITHUB_STEP_SUMMARY
-          echo "| **Sync and Prepare** | $(get_status_msg ${{ needs.sync-and-prepare.result }}) |" >> $GITHUB_STEP_SUMMARY
-          echo "| **Run Tests** | $(get_status_msg ${{ needs.run-tests.result }}) |" >> $GITHUB_STEP_SUMMARY
-          echo "| **Finalize (Push/PR)** | $(get_status_msg ${{ needs.finalize.result }}) |" >> $GITHUB_STEP_SUMMARY
-          echo "" >> $GITHUB_STEP_SUMMARY
-
-          if [[ "${{ needs.sync-and-prepare.result }}" == "failure" || "${{ needs.run-tests.result }}" == "failure" || "${{ needs.finalize.result }}" == "failure" ]]; then
-            exit 1
-          fi
\ No newline at end of file
+          git commit -m "chore: automated dependency sync (verified)"
+          git push origin HEAD:${{ github.event.pull_request.head.ref || github.ref_name }}
\ No newline at end of file

From bf6f87acdb63d9598ed5b65b560c81a12422c3b2 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 18:47:34 +0100
Subject: [PATCH 07/27] try optimize the run of tests

---
 .github/workflows/python-package.yml | 81 ++++++++++++----------------
 1 file changed, 35 insertions(+), 46 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 041b08a..53ee258 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -6,7 +6,7 @@ on:
     paths-ignore:
       - "uv.lock"
       - "conda/meta.yaml"
-      - "docs/**"    
+      - "docs/**"
   pull_request:
     branches: [main]
     paths-ignore:
@@ -18,67 +18,56 @@ on:
 
 jobs:
   test:
-    name: "🐍 ${{ matrix.python-version }} • 🧩 Split ${{ matrix.split }} of 4"
-    runs-on: ${{ matrix.os }}
+    # 🏷️ This keeps the UI clean: Only 4 jobs total
+    name: "🧪 Python ${{ matrix.python-version }} (Sequential Splits)"
+    runs-on: ubuntu-latest
     strategy:
       fail-fast: false
       matrix:
+        # uv will handle installing these specific versions inside the GDAL container
         python-version: ["3.10", "3.11", "3.12", "3.13"]
-        os: ["ubuntu-latest"]
-        split: [1, 2, 3, 4]
-
-    env:
-      CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
+    
+    # We use the latest stable GDAL image as our base environment
+    container:
+      image: ghcr.io/osgeo/gdal:ubuntu-full-latest
 
     steps:
-      - uses: actions/checkout@v4
-
-      - name: 📦 Load Updated Lockfile
-        uses: actions/download-artifact@v4
-        continue-on-error: true
-        with:
-          name: updated-deps
-
-      - name: 🏗️ Setup Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: 🌍 GIS System Deps
-        run: |
-          sudo apt-add-repository -y ppa:ubuntugis/ubuntugis-unstable
-          sudo apt-get -y update
-          sudo apt-get install -y gdal-bin libgdal-dev libproj-dev libgeos-dev g++
+      - name: ⬇️ Checkout
+        uses: actions/checkout@v4
 
       - name: ⚡ Setup uv
-        uses: astral-sh/setup-uv@v5
-        with:
-          enable-cache: true
+        run: |
+          apt-get update && apt-get install -y python3-pip
+          pip install uv
+          # Force uv to install the specific Python version required for this matrix leg
+          uv python install ${{ matrix.python-version }}
 
-      - name: 🛠️ Install
+      - name: 🛠️ Install Dependencies
         run: |
-          uv sync --all-extras
-          uv pip install pytest-split
+          uv sync --all-extras --python ${{ matrix.python-version }}
+          uv pip install pytest-split pytest-cov
 
-      - name: 🧪 Run Tests
+      - name: 🧪 Run Sequential Splits
         env:
           AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          AWS_REQUEST_PAYER: ${{ vars.AWS_REQUEST_PAYER }}
-          AWS_DEFAULT_REGION: ${{ vars.AWS_DEFAULT_REGION }}
-          CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
-          CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
         run: |
-          uv run pytest -v \
-            --splits 4 \
-            --group ${{ matrix.split }} \
-            --cov mapchete_eo \
-            --cov-report xml:coverage.xml \
-            --junitxml=pytest-${{ matrix.python-version }}-${{ matrix.split }}.xml
+          # Loop through 4 splits to avoid a "Wall of Tests" in the UI
+          # --cov-append merges coverage data from each split as we go
+          for i in {1..4}; do
+            echo "▶️ Running Split $i of 4..."
+            uv run pytest -v \
+              --splits 4 \
+              --group $i \
+              --cov=mapchete_eo \
+              --cov-append \
+              --cov-report=xml:coverage.xml \
+              --junitxml=pytest-split-$i.xml
+          done
 
-      - name: 📊 Codecov
+      - name: 📊 Upload to Codecov
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          slug: mapchete/mapchete-eo
-          flags: py${{ matrix.python-version }},split${{ matrix.split }}
\ No newline at end of file
+          file: ./coverage.xml
+          flags: py${{ matrix.python-version }}
\ No newline at end of file

From ff7b5cc818b276c90b0314d5d74cedab1f596675 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 18:51:53 +0100
Subject: [PATCH 08/27] mimic other container behaviour

---
 .github/workflows/python-package.yml | 18 ++++++++++++------
 1 file changed, 12 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 53ee258..4795a6b 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -35,15 +35,16 @@ jobs:
       - name: ⬇️ Checkout
         uses: actions/checkout@v4
 
-      - name: ⚡ Setup uv
+      - name: ⚡ Install uv (Binary Copy)
         run: |
-          apt-get update && apt-get install -y python3-pip
-          pip install uv
-          # Force uv to install the specific Python version required for this matrix leg
-          uv python install ${{ matrix.python-version }}
+          docker create --name uv-exporter ghcr.io/astral-sh/uv:latest
+          docker cp uv-exporter:/uv /usr/local/bin/uv
+          docker cp uv-exporter:/uvx /usr/local/bin/uvx
+          docker rm uv-exporter
 
-      - name: 🛠️ Install Dependencies
+      - name: 🏗️ Setup Env
         run: |
+          uv python install ${{ matrix.python-version }}
           uv sync --all-extras --python ${{ matrix.python-version }}
           uv pip install pytest-split pytest-cov
 
@@ -51,6 +52,11 @@ jobs:
         env:
           AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          AWS_REQUEST_PAYER: ${{ vars.AWS_REQUEST_PAYER }}
+          AWS_DEFAULT_REGION: ${{ vars.AWS_DEFAULT_REGION }}
+          CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
+          CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
+          CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
         run: |
           # Loop through 4 splits to avoid a "Wall of Tests" in the UI
           # --cov-append merges coverage data from each split as we go

From 943b9b66c2600b5b31f27a447519331b154f11d0 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 18:54:08 +0100
Subject: [PATCH 09/27] try installing uv right here and now

---
 .github/workflows/python-package.yml | 12 +++++-------
 1 file changed, 5 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 4795a6b..abcdab7 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -19,7 +19,7 @@ on:
 jobs:
   test:
     # 🏷️ This keeps the UI clean: Only 4 jobs total
-    name: "🧪 Python ${{ matrix.python-version }} (Sequential Splits)"
+    name: "🧪 Python ${{ matrix.python-version }}"
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
@@ -35,14 +35,12 @@ jobs:
       - name: ⬇️ Checkout
         uses: actions/checkout@v4
 
-      - name: ⚡ Install uv (Binary Copy)
+      - name: ⚡ Install uv
         run: |
-          docker create --name uv-exporter ghcr.io/astral-sh/uv:latest
-          docker cp uv-exporter:/uv /usr/local/bin/uv
-          docker cp uv-exporter:/uvx /usr/local/bin/uvx
-          docker rm uv-exporter
+          apt-get update && apt-get install -y curl
+          curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
-      - name: 🏗️ Setup Env
+      - name: 🏗️ Setup Python ${{ matrix.python-version }} Env
         run: |
           uv python install ${{ matrix.python-version }}
           uv sync --all-extras --python ${{ matrix.python-version }}

From c416797145eb78e5e09c298d3a59361f3b64e8e3 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 18:57:23 +0100
Subject: [PATCH 10/27] make these tests great again

---
 .github/workflows/python-package.yml | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index abcdab7..c5e12e6 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -19,7 +19,7 @@ on:
 jobs:
   test:
     # 🏷️ This keeps the UI clean: Only 4 jobs total
-    name: "🧪 Python ${{ matrix.python-version }}"
+    name: "🧪 Test with Python ${{ matrix.python-version }}"
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
@@ -43,8 +43,7 @@ jobs:
       - name: 🏗️ Setup Python ${{ matrix.python-version }} Env
         run: |
           uv python install ${{ matrix.python-version }}
-          uv sync --all-extras --python ${{ matrix.python-version }}
-          uv pip install pytest-split pytest-cov
+          uv sync --frozen --all-extras --python ${{ matrix.python-version }}
 
       - name: 🧪 Run Sequential Splits
         env:
@@ -56,17 +55,17 @@ jobs:
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
         run: |
-          # Loop through 4 splits to avoid a "Wall of Tests" in the UI
-          # --cov-append merges coverage data from each split as we go
+          set -e
           for i in {1..4}; do
             echo "▶️ Running Split $i of 4..."
             uv run pytest -v \
               --splits 4 \
-              --group $i \
+              --group "$i" \
+              --splitting-algorithm simple_split \
               --cov=mapchete_eo \
               --cov-append \
               --cov-report=xml:coverage.xml \
-              --junitxml=pytest-split-$i.xml
+              --junitxml="pytest-split-$i.xml"
           done
 
       - name: 📊 Upload to Codecov

From b00a8393e579a612bb996290c8b0e293b819baab Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 18:59:30 +0100
Subject: [PATCH 11/27] try passing a sh loop instead of bash one

---
 .github/workflows/python-package.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index c5e12e6..33236d2 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -56,8 +56,8 @@ jobs:
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
         run: |
           set -e
-          for i in {1..4}; do
-            echo "▶️ Running Split $i of 4..."
+          for i in $(seq 1 4); do
+            echo "▶️ Starting Split $i of 4..."
             uv run pytest -v \
               --splits 4 \
               --group "$i" \

From 95410541609eaa72932b748d3fc3e918de1c3c37 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:01:10 +0100
Subject: [PATCH 12/27] puh...

---
 .github/workflows/python-package.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 33236d2..1f281ce 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -61,7 +61,6 @@ jobs:
             uv run pytest -v \
               --splits 4 \
               --group "$i" \
-              --splitting-algorithm simple_split \
               --cov=mapchete_eo \
               --cov-append \
               --cov-report=xml:coverage.xml \

From 9a6316d7fdecc281480d517a807b6ea71080db3e Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:03:04 +0100
Subject: [PATCH 13/27] dev commit

---
 .github/workflows/python-package.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 1f281ce..c5703de 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -72,4 +72,4 @@ jobs:
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           file: ./coverage.xml
-          flags: py${{ matrix.python-version }}
\ No newline at end of file
+          flags: py${{ matrix.python-version }}

From 9bdcae407bf0af8c9686daa300bdef2a9cb70853 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:10:51 +0100
Subject: [PATCH 14/27] try to setup once per python, but run 4 per python

---
 .github/workflows/python-package.yml | 77 ++++++++++++++++------------
 1 file changed, 44 insertions(+), 33 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index c5703de..3cbb5c5 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -17,35 +17,53 @@ on:
   workflow_call:
 
 jobs:
+  setup:
+      name: "🏗️ Build Py${{ matrix.python-version }}"
+      runs-on: ubuntu-latest
+      strategy:
+        matrix:
+          python-version: ["3.10", "3.11", "3.12", "3.13"]
+      container: ghcr.io/osgeo/gdal:ubuntu-full-latest
+      steps:
+        - uses: actions/checkout@v4
+        - name: ⚡ Install uv & Sync
+          run: |
+            curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
+            uv python install ${{ matrix.python-version }}
+            uv sync --frozen --all-extras --python ${{ matrix.python-version }}
+        
+        - name: 📦 Archive Environment
+          # We save the .venv and the uv cache so the next job is "ready to go"
+          run: tar -cf venv.tar .venv .python-version
+
+        - name: 📤 Upload Environment
+          uses: actions/upload-artifact@v4
+          with:
+            name: venv-${{ matrix.python-version }}
+            path: venv.tar  
   test:
-    # 🏷️ This keeps the UI clean: Only 4 jobs total
-    name: "🧪 Test with Python ${{ matrix.python-version }}"
+    needs: setup
+    name: "🧪 py${{ matrix.python-version }} [${{ matrix.split }}/4]"
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
       matrix:
-        # uv will handle installing these specific versions inside the GDAL container
         python-version: ["3.10", "3.11", "3.12", "3.13"]
-    
-    # We use the latest stable GDAL image as our base environment
-    container:
-      image: ghcr.io/osgeo/gdal:ubuntu-full-latest
-
+        split: [1, 2, 3, 4]
+    container: ghcr.io/osgeo/gdal:ubuntu-full-latest
     steps:
-      - name: ⬇️ Checkout
-        uses: actions/checkout@v4
-
-      - name: ⚡ Install uv
+      - uses: actions/checkout@v4
+      - name: 📥 Download Environment
+        uses: actions/download-artifact@v4
+        with:
+          name: venv-${{ matrix.python-version }}
+      
+      - name: 🔓 Unpack & Inject uv
         run: |
-          apt-get update && apt-get install -y curl
+          tar -xf venv.tar
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
-      - name: 🏗️ Setup Python ${{ matrix.python-version }} Env
-        run: |
-          uv python install ${{ matrix.python-version }}
-          uv sync --frozen --all-extras --python ${{ matrix.python-version }}
-
-      - name: 🧪 Run Sequential Splits
+      - name: 🧪 Run Split
         env:
           AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -55,21 +73,14 @@ jobs:
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
         run: |
-          set -e
-          for i in $(seq 1 4); do
-            echo "▶️ Starting Split $i of 4..."
-            uv run pytest -v \
-              --splits 4 \
-              --group "$i" \
-              --cov=mapchete_eo \
-              --cov-append \
-              --cov-report=xml:coverage.xml \
-              --junitxml="pytest-split-$i.xml"
-          done
+          uv run pytest -v \
+            --splits 4 \
+            --group ${{ matrix.split }} \
+            --cov=mapchete_eo \
+            --cov-report=xml:coverage.xml
 
-      - name: 📊 Upload to Codecov
+      - name: 📊 Codecov
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          file: ./coverage.xml
-          flags: py${{ matrix.python-version }}
+          flags: py${{ matrix.python-version }},split${{ matrix.split }}

From 27513ad5d3eece15bc4e310e2d8e4a2513f34682 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:13:50 +0100
Subject: [PATCH 15/27] dev commit

---
 .github/workflows/python-package.yml | 25 +++++++++++++++++--------
 1 file changed, 17 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 3cbb5c5..508d8a3 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -26,21 +26,28 @@ jobs:
       container: ghcr.io/osgeo/gdal:ubuntu-full-latest
       steps:
         - uses: actions/checkout@v4
-        - name: ⚡ Install uv & Sync
+
+        - name: ⚡ Install uv
           run: |
+            apt-get update && apt-get install -y curl
             curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
+
+        - name: 🏗️ Create Environment
+          run: |
             uv python install ${{ matrix.python-version }}
             uv sync --frozen --all-extras --python ${{ matrix.python-version }}
-        
-        - name: 📦 Archive Environment
-          # We save the .venv and the uv cache so the next job is "ready to go"
-          run: tar -cf venv.tar .venv .python-version
+          # We include the test tools in the lock/sync
+      
+        - name: 📦 Archive Venv
+          # We archive the .venv folder. Using --zstd makes it fast and small.
+          run: tar -cf venv-${{ matrix.python-version }}.tar .venv .python-version pyproject.toml uv.lock
 
-        - name: 📤 Upload Environment
+        - name: 📤 Upload Venv
           uses: actions/upload-artifact@v4
           with:
             name: venv-${{ matrix.python-version }}
-            path: venv.tar  
+            path: venv-${{ matrix.python-version }}.tar
+            retention-days: 1
   test:
     needs: setup
     name: "🧪 py${{ matrix.python-version }} [${{ matrix.split }}/4]"
@@ -78,9 +85,11 @@ jobs:
             --group ${{ matrix.split }} \
             --cov=mapchete_eo \
             --cov-report=xml:coverage.xml
+            --junitxml="pytest-${{ matrix.split }}.xml"
 
-      - name: 📊 Codecov
+      - name: 📊 Upload to Codecov
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
+          file: ./coverage.xml
           flags: py${{ matrix.python-version }},split${{ matrix.split }}

From 0de62011316db07859de286d15ef38079f01218d Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:15:54 +0100
Subject: [PATCH 16/27] dev commit

---
 .github/workflows/python-package.yml | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 508d8a3..16b9c1f 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -36,11 +36,15 @@ jobs:
           run: |
             uv python install ${{ matrix.python-version }}
             uv sync --frozen --all-extras --python ${{ matrix.python-version }}
-          # We include the test tools in the lock/sync
       
         - name: 📦 Archive Venv
-          # We archive the .venv folder. Using --zstd makes it fast and small.
-          run: tar -cf venv-${{ matrix.python-version }}.tar .venv .python-version pyproject.toml uv.lock
+          run: |
+            if [ -d ".venv" ]; then
+              tar -cf venv-${{ matrix.python-version }}.tar .venv pyproject.toml uv.lock
+            else
+              echo "❌ Error: .venv directory not found!"
+              exit 1
+            fi
 
         - name: 📤 Upload Venv
           uses: actions/upload-artifact@v4

From 2bc93d452191f3da47f1794db1205e7d83ecc25c Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:17:20 +0100
Subject: [PATCH 17/27] dev commit

---
 .github/workflows/python-package.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 16b9c1f..ce30e8d 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -69,9 +69,10 @@ jobs:
         with:
           name: venv-${{ matrix.python-version }}
       
-      - name: 🔓 Unpack & Inject uv
+      - name: 🔓 Restore Env
         run: |
-          tar -xf venv.tar
+          tar -xf venv-${{ matrix.python-version }}.tar
+          apt-get update && apt-get install -y curl
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
       - name: 🧪 Run Split

From 5316b18cf042ef82b32253e07f0b12b2b5c2b8d4 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:23:48 +0100
Subject: [PATCH 18/27] dev commit

---
 .github/workflows/python-package.yml | 34 +++++++++++++++++++++++++++-
 1 file changed, 33 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index ce30e8d..43bb7be 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -33,6 +33,8 @@ jobs:
             curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
         - name: 🏗️ Create Environment
+          env:
+            UV_LINK_MODE: copy        
           run: |
             uv python install ${{ matrix.python-version }}
             uv sync --frozen --all-extras --python ${{ matrix.python-version }}
@@ -84,13 +86,14 @@ jobs:
           CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
+          UV_LINK_MODE: copy
         run: |
           uv run pytest -v \
             --splits 4 \
             --group ${{ matrix.split }} \
             --cov=mapchete_eo \
             --cov-report=xml:coverage.xml
-            --junitxml="pytest-${{ matrix.split }}.xml"
+            --junitxml="pytest-${{ matrix.python-version }}-${{ matrix.split }}.xml"
 
       - name: 📊 Upload to Codecov
         uses: codecov/codecov-action@v5
@@ -98,3 +101,32 @@ jobs:
           token: ${{ secrets.CODECOV_TOKEN }}
           file: ./coverage.xml
           flags: py${{ matrix.python-version }},split${{ matrix.split }}
+
+      - name: 📤 Archive JUnit Results
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: results-${{ matrix.python-version }}-${{ matrix.split }}
+          path: pytest-${{ matrix.python-version }}-${{ matrix.split }}.xml
+          retention-days: 1
+
+  summary:
+    name: "📊 Final Summary"
+    needs: test
+    if: always()
+    runs-on: ubuntu-latest
+    steps:
+      - name: 📥 Download All Results
+        uses: actions/download-artifact@v4
+        with:
+          path: all-results
+          pattern: results-*
+          merge-multiple: true
+
+      - name: 📝 Check Matrix Success
+        run: |
+          if [[ "${{ needs.test.result }}" != "success" ]]; then
+            echo "❌ Some test splits failed."
+            exit 1
+          fi
+          echo "✅ All 16 splits passed across all Python versions!"          
\ No newline at end of file

From 79d27c3a33678aecff8048c83b215080e2b41d60 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:28:59 +0100
Subject: [PATCH 19/27] dev commit

---
 .github/workflows/python-package.yml | 28 +++++++++-------------------
 1 file changed, 9 insertions(+), 19 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 43bb7be..1fabff3 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -33,27 +33,16 @@ jobs:
             curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
         - name: 🏗️ Create Environment
-          env:
-            UV_LINK_MODE: copy        
           run: |
             uv python install ${{ matrix.python-version }}
             uv sync --frozen --all-extras --python ${{ matrix.python-version }}
-      
-        - name: 📦 Archive Venv
-          run: |
-            if [ -d ".venv" ]; then
-              tar -cf venv-${{ matrix.python-version }}.tar .venv pyproject.toml uv.lock
-            else
-              echo "❌ Error: .venv directory not found!"
-              exit 1
-            fi
-
-        - name: 📤 Upload Venv
+        - name: 📦 Archive Workspace
+          run: tar -cf workspace.tar . 
+        - name: 📤 Upload venv Workspace
           uses: actions/upload-artifact@v4
           with:
-            name: venv-${{ matrix.python-version }}
-            path: venv-${{ matrix.python-version }}.tar
-            retention-days: 1
+            name: workspace-${{ matrix.python-version }}
+            path: workspace.tar
   test:
     needs: setup
     name: "🧪 py${{ matrix.python-version }} [${{ matrix.split }}/4]"
@@ -73,7 +62,7 @@ jobs:
       
       - name: 🔓 Restore Env
         run: |
-          tar -xf venv-${{ matrix.python-version }}.tar
+          tar -xf workspace.tar
           apt-get update && apt-get install -y curl
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
@@ -87,12 +76,13 @@ jobs:
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
           UV_LINK_MODE: copy
+          UV_PYTHON_PREFERENCE: only-managed
         run: |
-          uv run pytest -v \
+          uv run --no-sync python -m pytest -v \
             --splits 4 \
             --group ${{ matrix.split }} \
             --cov=mapchete_eo \
-            --cov-report=xml:coverage.xml
+            --cov-report=xml:coverage.xml \
             --junitxml="pytest-${{ matrix.python-version }}-${{ matrix.split }}.xml"
 
       - name: 📊 Upload to Codecov

From 112b511c930a004da6f2704cf6926e6dceb9008e Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:33:29 +0100
Subject: [PATCH 20/27] dev commit

---
 .github/workflows/python-package.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 1fabff3..a65802b 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -41,8 +41,10 @@ jobs:
         - name: 📤 Upload venv Workspace
           uses: actions/upload-artifact@v4
           with:
-            name: workspace-${{ matrix.python-version }}
+            name: venv-artifact-${{ matrix.python-version }}
             path: workspace.tar
+            retention-days: 1
+
   test:
     needs: setup
     name: "🧪 py${{ matrix.python-version }} [${{ matrix.split }}/4]"
@@ -58,7 +60,7 @@ jobs:
       - name: 📥 Download Environment
         uses: actions/download-artifact@v4
         with:
-          name: venv-${{ matrix.python-version }}
+          name: venv-artifact-${{ matrix.python-version }}
       
       - name: 🔓 Restore Env
         run: |
@@ -75,7 +77,6 @@ jobs:
           CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
-          UV_LINK_MODE: copy
           UV_PYTHON_PREFERENCE: only-managed
         run: |
           uv run --no-sync python -m pytest -v \

From acffcf203537de14c23d26f4b472ff4643fb587c Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:38:36 +0100
Subject: [PATCH 21/27] dev commit

---
 .github/workflows/python-package.yml | 25 ++++++++++++-------------
 1 file changed, 12 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index a65802b..34d9b2b 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -32,17 +32,15 @@ jobs:
             apt-get update && apt-get install -y curl
             curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
-        - name: 🏗️ Create Environment
+        - name: 📝 Export Locked Requirements
           run: |
-            uv python install ${{ matrix.python-version }}
-            uv sync --frozen --all-extras --python ${{ matrix.python-version }}
-        - name: 📦 Archive Workspace
-          run: tar -cf workspace.tar . 
-        - name: 📤 Upload venv Workspace
+            uv export --frozen --all-extras --format requirements-txt > requirements.txt
+      
+        - name: 📤 Upload Requirements
           uses: actions/upload-artifact@v4
           with:
-            name: venv-artifact-${{ matrix.python-version }}
-            path: workspace.tar
+            name: frozen-reqs-${{ matrix.python-version }}
+            path: requirements.txt
             retention-days: 1
 
   test:
@@ -57,16 +55,18 @@ jobs:
     container: ghcr.io/osgeo/gdal:ubuntu-full-latest
     steps:
       - uses: actions/checkout@v4
-      - name: 📥 Download Environment
+      - name: 📥 Download Requirements
         uses: actions/download-artifact@v4
         with:
-          name: venv-artifact-${{ matrix.python-version }}
+          name: frozen-reqs-${{ matrix.python-version }}
       
-      - name: 🔓 Restore Env
+      - name: 🏗️ Restore Environment
         run: |
-          tar -xf workspace.tar
           apt-get update && apt-get install -y curl
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
+          uv venv --python ${{ matrix.python-version }}
+          uv pip install -r requirements.txt
+          uv pip install -e . --no-deps
 
       - name: 🧪 Run Split
         env:
@@ -77,7 +77,6 @@ jobs:
           CDSE_S3_ACCESS_KEY: ${{ secrets.CDSE_S3_ACCESS_KEY }}
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
-          UV_PYTHON_PREFERENCE: only-managed
         run: |
           uv run --no-sync python -m pytest -v \
             --splits 4 \

From 706d75e8b38c5b63ada6d00171225eabcf039a9f Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:40:23 +0100
Subject: [PATCH 22/27] dev commit

---
 .github/workflows/python-package.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 34d9b2b..1011a97 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -66,7 +66,7 @@ jobs:
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
           uv venv --python ${{ matrix.python-version }}
           uv pip install -r requirements.txt
-          uv pip install -e . --no-deps
+          uv pip install -e .[test] --no-deps
 
       - name: 🧪 Run Split
         env:

From 74233e143cfe209413cd585c2a62572d64159c1b Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:47:11 +0100
Subject: [PATCH 23/27] dev commit

---
 .github/workflows/python-package.yml | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 1011a97..87db9c8 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -60,13 +60,16 @@ jobs:
         with:
           name: frozen-reqs-${{ matrix.python-version }}
       
-      - name: 🏗️ Restore Environment
+      - name: ⚡ Install uv
         run: |
           apt-get update && apt-get install -y curl
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
+
+      - name: 🏗️ Restore Native Env
+        run: |
           uv venv --python ${{ matrix.python-version }}
           uv pip install -r requirements.txt
-          uv pip install -e .[test] --no-deps
+          uv pip install -e ".[test]" --no-deps
 
       - name: 🧪 Run Split
         env:
@@ -78,7 +81,7 @@ jobs:
           CDSE_S3_ACCESS_SECRET: ${{ secrets.CDSE_S3_ACCESS_SECRET }}
           CURL_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
         run: |
-          uv run --no-sync python -m pytest -v \
+            uv run pytest -v \
             --splits 4 \
             --group ${{ matrix.split }} \
             --cov=mapchete_eo \

From 59b4238efe3862cbfa66fd65aca85d93e3710512 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:52:08 +0100
Subject: [PATCH 24/27] install git into the test runners

---
 .github/workflows/python-package.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 87db9c8..35cbe4f 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -62,7 +62,7 @@ jobs:
       
       - name: ⚡ Install uv
         run: |
-          apt-get update && apt-get install -y curl
+          apt-get update && apt-get install -y curl git
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
       - name: 🏗️ Restore Native Env

From 621f075fc95662bf9203b5c41e7140630fca6338 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 19:53:08 +0100
Subject: [PATCH 25/27] ubuntu small as image

---
 .github/workflows/python-package.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 35cbe4f..5c22c50 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -23,7 +23,7 @@ jobs:
       strategy:
         matrix:
           python-version: ["3.10", "3.11", "3.12", "3.13"]
-      container: ghcr.io/osgeo/gdal:ubuntu-full-latest
+      container: ghcr.io/osgeo/gdal:ubuntu-small-latest
       steps:
         - uses: actions/checkout@v4
 
@@ -52,7 +52,7 @@ jobs:
       matrix:
         python-version: ["3.10", "3.11", "3.12", "3.13"]
         split: [1, 2, 3, 4]
-    container: ghcr.io/osgeo/gdal:ubuntu-full-latest
+    container: ghcr.io/osgeo/gdal:ubuntu-small-latest
     steps:
       - uses: actions/checkout@v4
       - name: 📥 Download Requirements

From 957002ca52b537b082f00bacceb46d01d6731e19 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 20:00:27 +0100
Subject: [PATCH 26/27] code cove better flags and summary a bit more content

---
 .github/workflows/python-package.yml | 24 +++++++++++++++++-------
 1 file changed, 17 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 5c22c50..1fd3a69 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -93,7 +93,8 @@ jobs:
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           file: ./coverage.xml
-          flags: py${{ matrix.python-version }},split${{ matrix.split }}
+          flags: py${{ matrix.python-version }}-split${{ matrix.split }}
+          fail_ci_if_error: true
 
       - name: 📤 Archive JUnit Results
         if: always()
@@ -115,11 +116,20 @@ jobs:
           path: all-results
           pattern: results-*
           merge-multiple: true
-
-      - name: 📝 Check Matrix Success
+      - name: 📊 Results of the Test Suite
         run: |
-          if [[ "${{ needs.test.result }}" != "success" ]]; then
-            echo "❌ Some test splits failed."
+          echo "### 🧪 Test Results Summary" >> $GITHUB_STEP_SUMMARY
+          
+          # Count XML files
+          COUNT=$(ls all-results/*.xml 2>/dev/null | wc -l || echo "0")
+          
+          if [[ "${{ needs.test.result }}" == "success" ]]; then
+            echo "✅ **All tests passed!**" >> $GITHUB_STEP_SUMMARY
+            echo "Successfully collected and verified $COUNT test report files." >> $GITHUB_STEP_SUMMARY
+            exit 0
+          else
+            echo "❌ **Some test splits failed.**" >> $GITHUB_STEP_SUMMARY
+            echo "Review the 'test' matrix for specific logs. Collected $COUNT reports before failure." >> $GITHUB_STEP_SUMMARY
+            echo "Check the 'Artifacts' section below to download individual JUnit XML reports." >> $GITHUB_STEP_SUMMARY
             exit 1
-          fi
-          echo "✅ All 16 splits passed across all Python versions!"          
\ No newline at end of file
+          fi
\ No newline at end of file

From 997a0a887ddb061173199fe380bdcc947b329f70 Mon Sep 17 00:00:00 2001
From: Scartography <sevcik.cartography@gmail.com>
Date: Thu, 5 Feb 2026 20:02:08 +0100
Subject: [PATCH 27/27] add gpg package into the runners for code cov

---
 .github/workflows/python-package.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 1fd3a69..3463358 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -62,7 +62,7 @@ jobs:
       
       - name: ⚡ Install uv
         run: |
-          apt-get update && apt-get install -y curl git
+          apt-get update && apt-get install -y curl git gpg
           curl -LsSf https://astral.sh/uv/install.sh | BINDIR=/usr/local/bin sh
 
       - name: 🏗️ Restore Native Env