Migration to GHA, Poetry. Initial tests. Fixes some bugs.

.github/workflows/build_and_publish.yml

@@ -0,0 +1,18 @@
+on:
+  release:
+    types: [ published ]
+
+name: Build and publish to PyPi
+jobs:
+  publish-service-client-package:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@master
+
+      - name: Build and publish to pypi
+        uses: JRubics/[email protected]
+        with:
+          pypi_token: ${{ secrets.PYPI_TOKEN }}
+          repository_name: "sdcpy"
+          repository_url: "https://upload.pypi.org/legacy/"

.github/workflows/run_tests.yml

@@ -0,0 +1,30 @@
+name: Tests
+
+on: [push]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.8', '3.9', '3.10']
+
+    steps:
+      - name: Checkout repository  
+        uses: actions/checkout@master
+        with: 
+          ref: ${{ github.ref }}
+
+      - name: Install poetry
+        run: pipx install poetry
+      - name: Set up Python and cache poetry dependencies
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: poetry
+      - name: Install dependencies
+        run: poetry install
+
+      - name: Run tests
+        run: |
+          poetry run pytest

.gitignore

@@ -0,0 +1,5 @@
+.eggs/*
+.tox/*
+*/__pycache__/*
+sdcpy.egg-info/*
+build/*

README.md

@@ -0,0 +1,38 @@
+# sdcpy
+[![](https://img.shields.io/pypi/v/sdcpy.svg)](https://pypi.python.com/pypi/sdcpy)
+![](https://img.shields.io/pypi/pyversions/sdcpy.svg)
+![](https://raster.shields.io/badge/license-MIT-green.png)
+![](https://github.com/AlFontal/sdcpy/actions/workflows/run_tests.yml/badge.svg)
+![](https://zenodo.org/badge/329668116.svg)
+![](https://github.com/github/docs/actions/workflows/tests.yml/badge.svg)
+
+<img src="https://raw.githubusercontent.com/AlFontal/sdcpy-app/master/static/sdcpy_logo_black.png" width="200" height="250" />
+
+
+Scale Dependent Correlation (SDC) analysis<sup>1, 2, 3</sup> in Python.
+
++ Free software: MIT license
++ Documentation: https://sdcpy.readthedocs.io.
+
+## Features
+
++ [Scale Dependent Correlation](https://github.com/AlFontal/sdcpy/blob/master/sdcpy/scale_dependent_correlation.py)
+
++ TO DO
+
+## Installation
+
+You can install `sdcpy` via `pip` from [PyPI](https://pypi.org/project/sdcpy/):
+
+```bash
+pip install sdcpy
+```
+
+
+## References
+
+1. Rodó, X. (2001). Reversal of three global atmospheric fields linking changes in SST anomalies in the Pacific, Atlantic and Indian oceans at tropical latitudes and midlatitudes. **Climate Dynamics**, 18:203-217. DOI: 10.1007/s003820100171.
+
+2. Rodríguez, M.A. & Rodó, X. (2004). A primer on the study of transitory dynamics in ecological series using the scale-dependent correlation analysis. **Oecologia**, 138,485-504. DOI: 10.1007/s00442-003-1464-4.
+
+3. Rodó, X. & M.A. Rodriguez-Arias. (2006). A new method to detect transitory signatures and local time/space variability structures in the climate system: the scale-dependent correlation analysis. **Climate Dynamics**, 27:441-458. DOI: 10.1007/s00382-005-0106-4.