SebastianSchmidl · SebastianSchmidl · Jan 2, 2025 · Jan 2, 2025 · Jan 2, 2025 · Jan 2, 2025
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
@@ -13,7 +13,7 @@ defaults:
 
 jobs:
   check:
-    name: Run checks for periodicity-detection on ubuntu with python 3.7
+    name: Run checks for periodicity-detection on ubuntu with python 3.9
     runs-on: ubuntu-latest
 
     steps:
@@ -23,7 +23,8 @@ jobs:
         with:
           use-mamba: true
           auto-update-conda: true
-          python-version: "3.7"
+          python-version: "3.9"
+          channels: "defaults"
       - name: Install dependencies
         run: |
           pip install -r requirements.dev
@@ -41,7 +42,7 @@ jobs:
       max-parallel: 3
       matrix:
         os: [ubuntu-latest] # [ubuntu-latest, windows-latest, macOS-latest]
-        python_version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
+        python_version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
       fail-fast: false
 
     steps:
@@ -52,6 +53,7 @@ jobs:
         use-mamba: true
         auto-update-conda: true
         python-version: ${{ matrix.python_version }}
+        channels: "defaults"
     - name: Install dependencies
       run: |
         pip install -r requirements.dev
@@ -104,7 +106,8 @@ jobs:
       with:
         use-mamba: true
         auto-update-conda: true
-        python-version: 3.7
+        python-version: 3.9
+        channels: "defaults"
     - name: Build source distribution
       run: |
         python setup.py sdist
@@ -128,7 +131,7 @@ jobs:
         uses: RalfG/[email protected]_x86_64
         with:
           # our wheel is purely python, so this creates a *-none-any.wheel and other versions are not required for now
-          python-versions: 'cp37-cp37m'
+          python-versions: 'cp39-cp39m'
       - name: List packages
         run: |
           ls -alh dist

diff --git a/.github/workflows/test-pr.yml b/.github/workflows/test-pr.yml
@@ -12,7 +12,7 @@ defaults:
 
 jobs:
   check:
-    name: Run checks for periodicity-detection on ubuntu with python 3.7
+    name: Run checks for periodicity-detection on ubuntu with python 3.9
     runs-on: ubuntu-latest
 
     steps:
@@ -22,7 +22,8 @@ jobs:
         with:
           use-mamba: true
           auto-update-conda: true
-          python-version: "3.7"
+          python-version: "3.9"
+          channels: "defaults"
       - name: Install dependencies
         run: |
           pip install -r requirements.dev
@@ -40,7 +41,7 @@ jobs:
       max-parallel: 3
       matrix:
         os: [ubuntu-latest] # [ubuntu-latest, windows-latest, macOS-latest]
-        python_version: ["3.7", "3.11"]
+        python_version: ["3.9", "3.13"]
       fail-fast: false
 
     steps:
@@ -51,6 +52,7 @@ jobs:
         use-mamba: true
         auto-update-conda: true
         python-version: ${{ matrix.python_version }}
+        channels: "defaults"
     - name: Install dependencies
       run: |
         pip install -r requirements.dev

diff --git a/.readthedocs.yaml b/.readthedocs.yaml
@@ -7,7 +7,7 @@ version: 2
 build:
   os: ubuntu-22.04
   tools:
-    python: "3.7"
+    python: "3.9"
 
 # Build documentation in the docs/ directory with Sphinx
 sphinx:

diff --git a/LICENSE b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2022-2023 Sebastian Schmidl
+Copyright (c) 2022-2025 Sebastian Schmidl
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

diff --git a/README.md b/README.md
@@ -9,7 +9,7 @@ Detect the dominant period in univariate, equidistant time series data.
 [![codecov](https://codecov.io/gh/CodeLionX/periodicity-detection/branch/main/graph/badge.svg?token=6QXOCY4TS2)](https://codecov.io/gh/CodeLionX/periodicity-detection)
 [![PyPI package](https://badge.fury.io/py/periodicity-detection.svg)](https://badge.fury.io/py/periodicity-detection)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-![python version 3.7|3.8|3.9|3.10|3.11](https://img.shields.io/badge/python-3.7%20%7C%203.8%20%7C%203.9%20%7C%203.10%20%7C%203.11-blue)
+![python version 3.9|3.10|3.11|3.12|3.13](https://img.shields.io/badge/python-3.9%20%7C%203.10%20%7C%203.11%20%7C%203.12%20%7C%203.13-blue)
 [![Downloads](https://static.pepy.tech/badge/periodicity-detection)](https://pepy.tech/project/periodicity-detection)
 
 </div>
@@ -37,7 +37,7 @@ You can install Periodicity Detection as a package or from source.
 
 ## Prerequisites
 
-- python >= 3.7, <= 3.11
+- python >= 3.9, < 3.14
 - pip >= 20
 
 ## Installation using `pip` (recommended)

diff --git a/docs/conf.py b/docs/conf.py
@@ -22,7 +22,7 @@
 # -- Project information -----------------------------------------------------
 
 project = "periodicity-detection"
-copyright = "2022-2023, Sebastian Schmidl"
+copyright = "2022-2025, Sebastian Schmidl"
 author = "Sebastian Schmidl"
 version = periodicity_detection.__version__
 release = periodicity_detection.__version__

diff --git a/periodicity_detection/_version.py b/periodicity_detection/_version.py
@@ -1 +1 @@
-__version__: str = "0.1.3"
+__version__: str = "0.2.0rc1"
diff --git a/periodicity_detection/methods/autoperiod.py b/periodicity_detection/methods/autoperiod.py
@@ -472,6 +472,6 @@ def two_segment(t: float, args: List[np.ndarray]) -> float:
 
         periods = list(x[3] for x in ranges)
         if len(periods) > 0:
-            return np.unique(periods)[::-1][: self._return_multi].astype(int)
+            return list(np.unique(periods)[::-1][: self._return_multi].astype(int))
         else:
             return [1]
diff --git a/pyproject.toml b/pyproject.toml
@@ -17,15 +17,15 @@ skip_covered = true
 sort = "Cover"
 
 [tool.black]
-target-version = ['py37']
+target-version = ['py39']
 
 [tool.isort]
-py_version = "37"
+py_version = "39"
 profile = "black" # Play nicely with black
 src_paths = ["periodicity_detection", "tests"]
 
 [tool.mypy]
-python_version = "3.7"
+python_version = "3.9"
 show_error_codes = true
 
 [[tool.mypy.overrides]]

diff --git a/requirements.txt b/requirements.txt
@@ -2,8 +2,7 @@ numpy>=1.21.6
 pandas>=1.3.5
 scipy>=1.7.3
 statsmodels>=0.13.5
-spectrum>=0.8.1,<0.9; python_version < '3.8'
-spectrum>=0.8; python_version >= '3.8'
+spectrum>=0.8
 typing_extensions>=4.7.1
 
 matplotlib>=3.5.3
diff --git a/setup.py b/setup.py
@@ -127,11 +127,11 @@ def run(self):
         classifiers=[
             "License :: OSI Approved :: MIT License",
             "Programming Language :: Python :: 3",
-            "Programming Language :: Python :: 3.7",
-            "Programming Language :: Python :: 3.8",
             "Programming Language :: Python :: 3.9",
             "Programming Language :: Python :: 3.10",
             "Programming Language :: Python :: 3.11",
+            "Programming Language :: Python :: 3.12",
+            "Programming Language :: Python :: 3.13",
             "Typing :: Typed",
             "Topic :: Software Development",
             "Topic :: Scientific/Engineering",
@@ -145,7 +145,7 @@ def run(self):
             "dev": DEV_REQUIRED,
             "docs": DOCS_REQUIRED,
         },
-        python_requires=">=3.7",
+        python_requires=">=3.9",
         test_suite="tests",
         cmdclass={
             "test": PyTestCommand,
Original file line number	Diff line number	Diff line change
		@@ -1 +1 @@
		__version__: str = "0.1.3"
		__version__: str = "0.2.0rc1"