Merge branch 'master' into master

.bumpversion.cfg

@@ -1,6 +1,6 @@
 [bumpversion]
 parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)|dev
-current_version = 0.27.2
+current_version = 0.29.0
 
 [bumpversion:file:setup.py]
 

.github/CODEOWNERS

@@ -5,7 +5,7 @@
 # the repo. Unless a later match takes precedence,
 # @global-owner1 and @global-owner2 will be requested for
 # review when someone opens a pull request.
-*       @hrzn @dennisbader @brunnedu
+*       @dennisbader @madtoinou @hrzn
 
 # Custom CODEOWNERS can be set up for branches with specific
 # patterns, you can find more info here:

.github/RELEASE_TEMPLATE/release_body.md

@@ -0,0 +1,3 @@
+We are pleased to announce the release of a new Darts version.
+
+You can find a list with all changes in the [release notes](https://unit8co.github.io/darts/release_notes/RELEASE_NOTES.html).

.github/codecov.yml

@@ -0,0 +1,4 @@
+coverage:
+  status:
+    project: off
+    patch: off

.github/pull_request_template.md

@@ -1,3 +1,8 @@
+Checklist before merging this PR:
+- [ ] Mentioned all issues that this PR fixes or addresses.
+- [ ] Summarized the updates of this PR under **Summary**.
+- [ ] Added an entry under **Unreleased** in the [Changelog](../CHANGELOG.md).
+
 <!-- Please mention an issue this pull request addresses. -->
 Fixes #.
 

.github/workflows/develop.yml

@@ -38,7 +38,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [macos-latest, ubuntu-latest]
+        os: [macos-13, ubuntu-latest]
         python-version: ['3.9']
         flavour: ['all']
 
@@ -85,10 +85,10 @@ jobs:
 
       - name: "8. Codecov upload"
         if: ${{ matrix.flavour == 'all' }}
-        uses: codecov/codecov-action@v2
+        uses: codecov/codecov-action@v4
         with:
           fail_ci_if_error: true
-          files: ./coverage.xml
+          token: ${{ secrets.CODECOV_TOKEN }}
 
   docs:
     runs-on: ubuntu-latest

.github/workflows/merge.yml

@@ -38,7 +38,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [macos-latest, ubuntu-latest]
+        os: [macos-13, ubuntu-latest]
         python-version: ['3.8', '3.10']
         flavour: ['core', 'torch', 'all']
 
@@ -78,16 +78,16 @@ jobs:
 
       - name: "7. Codecov upload"
         if: ${{ matrix.flavour == 'all' }}
-        uses: codecov/codecov-action@v2
+        uses: codecov/codecov-action@v4
         with:
           fail_ci_if_error: true
-          files: ./coverage.xml
+          token: ${{ secrets.CODECOV_TOKEN }}
 
   check-examples:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        example-name: [00-quickstart.ipynb, 01-multi-time-series-and-covariates.ipynb, 02-data-processing.ipynb, 03-FFT-examples.ipynb, 04-RNN-examples.ipynb, 05-TCN-examples.ipynb, 06-Transformer-examples.ipynb, 07-NBEATS-examples.ipynb, 08-DeepAR-examples.ipynb, 09-DeepTCN-examples.ipynb, 10-Kalman-filter-examples.ipynb, 11-GP-filter-examples.ipynb, 12-Dynamic-Time-Warping-example.ipynb, 13-TFT-examples.ipynb, 15-static-covariates.ipynb, 16-hierarchical-reconciliation.ipynb, 18-TiDE-examples.ipynb, 19-EnsembleModel-examples.ipynb, 20-RegressionModel-examples.ipynb]
+        example-name: [00-quickstart.ipynb, 01-multi-time-series-and-covariates.ipynb, 02-data-processing.ipynb, 03-FFT-examples.ipynb, 04-RNN-examples.ipynb, 05-TCN-examples.ipynb, 06-Transformer-examples.ipynb, 07-NBEATS-examples.ipynb, 08-DeepAR-examples.ipynb, 09-DeepTCN-examples.ipynb, 10-Kalman-filter-examples.ipynb, 11-GP-filter-examples.ipynb, 12-Dynamic-Time-Warping-example.ipynb, 13-TFT-examples.ipynb, 15-static-covariates.ipynb, 16-hierarchical-reconciliation.ipynb, 18-TiDE-examples.ipynb, 19-EnsembleModel-examples.ipynb, 20-RegressionModel-examples.ipynb, 21-TSMixer-examples.ipynb]
     steps:
       - name: "1. Clone repository"
         uses: actions/checkout@v2

.github/workflows/release.yml

@@ -14,7 +14,7 @@ jobs:
       - name: "1. Clone repository"
         uses: actions/checkout@v2
         with:
-          token: ${{ secrets.RELEASE_WORKFLOW_TOKEN_NEW }}
+          token: ${{ secrets.RELEASE_WORKFLOW_TOKEN_NEW_FINE_GRAINED }}
           fetch-depth: '1'
 
       - name: "2. Set up Python 3.9"
@@ -73,8 +73,10 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           tag_name: ${{ steps.bump_dry.outputs.new_tag }}
-          release_name: Release ${{steps.bump_dry.outputs.part}} ${{ steps.bump_dry.outputs.new_tag }}
+          release_name: Darts ${{steps.bump_dry.outputs.part}} ${{ steps.bump_dry.outputs.new_tag }}
           draft: false
+          body_path: .github/RELEASE_TEMPLATE/release_body.md
+
 
   deploy-docker:
     needs: [release]

.gitignore

@@ -6,6 +6,7 @@ docs/source/examples
 docs/source/userguide/
 docs/source/quickstart/
 docs/source/README.rst
+docs/source/release_notes/
 docs/source/generated_api
 darts.egg-info/
 build/
@@ -16,6 +17,7 @@ runs/
 htmlcov
 coverage.xml
 .darts
+darts_logs/
 docs_env
 .DS_Store
 .gradle

.pre-commit-config.yaml

@@ -1,23 +1,33 @@
+default_language_version:
+  python: python3
+
+ci:
+  autofix_prs: true
+  autoupdate_commit_msg: "[pre-commit.ci] pre-commit suggestions"
+  autoupdate_schedule: quarterly
+  # submodules: true
+
 repos:
-  - repo: https://github.com/psf/black
-    rev: 24.1.1
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.6.0
     hooks:
-      - id: black-jupyter
-        language_version: python3
+      - id: end-of-file-fixer
+        exclude_types: [csv]
+      - id: trailing-whitespace
+      - id: check-json
+      - id: check-yaml
+        exclude: "conda_recipe/darts/meta.yaml"
+      - id: check-toml
+      - id: detect-private-key
 
-  - repo: https://github.com/PyCQA/flake8
-    rev: 7.0.0
+  - repo: https://github.com/psf/black
+    rev: 24.3.0
     hooks:
-    -   id: flake8
+      - id: black-jupyter
         language_version: python3
 
-  - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
-    hooks:
-      -  id: isort
-
-  - repo: https://github.com/asottile/pyupgrade
-    rev: v3.15.0
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.3.5
     hooks:
-    -   id: pyupgrade
-        args: ['--py38-plus']
+      - id: ruff
+        args: ["--fix"]  # try to fix what is possible