Setting up the project

.github/workflows/pytest.yaml

@@ -13,7 +13,6 @@ on:
       - completed
   workflow_dispatch:
 
-
 jobs:
   test:
     runs-on: ubuntu-latest
@@ -28,40 +27,13 @@ jobs:
           python-version: '3.10'
 
       #----------------------------------------------
-      #  -----  install & configure poetry  -----
-      #----------------------------------------------
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
-
-      #----------------------------------------------
-      #       load cached venv if cache exists
-      #----------------------------------------------
-      - name: Load cached venv
-        id: cached-poetry-dependencies
-        uses: actions/cache@v3
-        with:
-          path: .venv
-          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
-      #----------------------------------------------
-      # install dependencies if cache does not exist
+      # install dependencies
       #----------------------------------------------
       - name: Install dependencies
-        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-        run: poetry install --no-interaction --no-root
-      #----------------------------------------------
-      # install your root project, if required
-      #----------------------------------------------
-      - name: Install project
-        run: poetry install --no-interaction
-
+        run: pip install -r requirements.txt
+
       #----------------------------------------------
       #              run test suite
       #----------------------------------------------
       - name: Run tests
-        run: |
-          source .venv/bin/activate
-          pytest tests/
+        run: pytest tests/

.github/workflows/script_pipeline.yaml

@@ -27,63 +27,31 @@ jobs:
           python-version: '3.10'
 
       #----------------------------------------------
-      #  -----  install & configure poetry  -----
-      #----------------------------------------------
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
-
-      #----------------------------------------------
-      #       load cached venv if cache exists
-      #----------------------------------------------
-      - name: Load cached venv
-        id: cached-poetry-dependencies
-        uses: actions/cache@v3
-        with:
-          path: .venv
-          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
-      #----------------------------------------------
-      # install dependencies if cache does not exist
+      # install dependencies
       #----------------------------------------------
       - name: Install dependencies
-        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-        run: poetry install --no-interaction --no-root
-      #----------------------------------------------
-      # install your root project, if required
-      #----------------------------------------------
-      - name: Install project
-        run: poetry install --no-interaction
+        run: pip install -r requirements.txt
+
       #----------------------------------------------
       #              run data collection
       #----------------------------------------------
       - name: Run data collection script
-        run: |
-          source $VENV
-          python run_data_collection.py
-
+        run: python run_data_collection.py
+
       #----------------------------------------------
       #              run updates
       #----------------------------------------------
       #- name: Run updates script
-      #  run: |
-      #    source $VENV
-      #    python run_updates.py
+      #  run: python run_updates.py
 
       #----------------------------------------------
       #              run predictions
       #----------------------------------------------
       - name: Run predictions script
-        run: |
-          source $VENV
-          python run_predictions.py
+        run: python run_predictions.py
 
       #----------------------------------------------
       #              run evaluation
       #----------------------------------------------
       - name: Run evaluation script
-        run: |
-          source $VENV
-          python run_evaluation_per_season.py
+        run: python run_evaluation_per_season.py

.gitignore

@@ -1,6 +1,5 @@
 mlruns/**
 htmlcov/**
-poetry.lock
 .coverage
 /raw_files/**
 /preprocessed_files/**

README.md

@@ -1,4 +1,4 @@
-# EuropeanFotballLeaguePredictor
+# EuropeanFootballLeaguePredictor
 
 EuropeanFootballLeaguePredictor is a predictor of europes top league games based on historic performances of teams, taking into account only advanced league table statistics. It uses traditional machine learning techniques and statistical modeling in order to deduct data driven predictions based on the team’s season performance and recent form. The EuropeanFootballLeaguePredictor includes EnglishPremierLegue, La Liga, Ligue 1, Bundesliga, Serie A. 
 
@@ -14,48 +14,34 @@ The [EuropeanFootballLeaguePredictor Github Page](https://nickpadd.github.io/Eur
 
 
 ## How to run the project
-### Installing Project Dependencies
+### Haven’t installed the project yet? Time to dive in!
 1. Clone this repository to your local machine or download the project files.
-
    ```bash
    git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
-
 2. Navigate to the project directory using the command line.
     ```bash
     cd EuropeanFootballLeaguePredictor
-
-- Managing dependencies with Poetry: 
-    - Installing poetry:
-    ```bash
-    pip install poetry 
-    ```
-    - Installing project dependencies:
-    ```bash
-    poetry install
-    ```
-
-    - Running the poetry shell (a virtual environment with the dependencies installed):
-    ```bash
-    poetry shell
-
-- Alternative method via venv:
-    - Create a virtual environment using venv:
-    ```bash
-    python3 -m venv venv
-    ```
-    - Activate the virtual environment:
-        - On Windows:
-        ```bash
-        venv\Scripts\activate
-        ```
-        - On macOS/Linux:
-        ```bash
-        source venv/bin/activate
-        ```
-    - Install requirements:
-    ```bash
-    pip install -r requirements.txt
-    ```
+3. Run the following command in the terminal:
+- macOS/Linux users
+  ```bash
+  bash run_project_setup.sh
+
+- Windows users
+  ```bash
+  run_project_setup.bat
+
+The script will install the project dependencies and create a virtual environment for the project.<br>
+**Wait until it's finished and don't close the terminal.**
+
+### (Already) installed the project? Let's get started!
+1. Open the terminal and navigate to the project folder *EuropeanFootballLeaguePredictor*.
+2. Run the following command in the terminal:
+- macOS/Linux users
+  ```bash
+  source eflp_venv/bin/activate
+- Windows users
+  ```bash
+  eflp_venv\Scripts\activate
 
 ### Configuration
 The configuration file europeanfootballleaguepredictor/config/config.yaml includes many of the models parameters such as: