changed backend directory as python module

.dockerignore

@@ -7,12 +7,12 @@ kubernetes.yaml
 LICENSE
 
 # Back
-backend/__pycache__/
-backend/data/
-backend/tests/
-backend/dist/
-backend/.gitignore
-backend/README.md
+debiaiServer/__pycache__/
+debiaiServer/data/
+debiaiServer/tests/
+debiaiServer/dist/
+debiaiServer/.gitignore
+debiaiServer/README.md
 
 # Front
 frontend/node_modules/

.github/workflows/debiai_gui-publish.yml

@@ -0,0 +1,48 @@
+# This workflow will upload a Debiai-gui Package using Twine when the main branch is updated
+# For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#publishing-to-package-registries
+
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+name: build
+
+on:
+  push:
+    branches:
+      - main
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: "3.11"
+      - name: Set up Node.js
+        uses: actions/setup-node@v3
+        with:
+          node-version: "16"
+      - name: Build frontend
+        run: |
+          cd frontend
+          npm install
+          npm run build
+          cp -r dist ../debiaiServer/dist
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r debiaiServer/requirements.txt
+          pip install setuptools wheel
+      - name: Build
+        run: |
+          python setup.py sdist bdist_wheel
+      - name: Publish package
+        uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_TOKEN }}
+          packages_dir: dist

.github/workflows/pull-request-check.yml

@@ -8,7 +8,7 @@ on:
       - reopened
 
 jobs:
-  black-format-check: # Check that the backend codebase is formatted with black
+  black-format-check: # Check that the debiaiServer codebase is formatted with black
     name: Black format check
     runs-on: ubuntu-latest
     steps:
@@ -19,12 +19,12 @@ jobs:
           python-version: 3.8
       - name: Install dependencies and check black format
         run: |
-          cd backend
+          cd debiaiServer
           python -m pip install --upgrade pip
           pip install black
           black --check --diff .
 
-  flake8-check: # Check that the backend codebase does not contain linting errors
+  flake8-check: # Check that the debiaiServer codebase does not contain linting errors
     name: Flake8 check
     runs-on: ubuntu-latest
     steps:
@@ -35,7 +35,7 @@ jobs:
           python-version: 3.8
       - name: Install dependencies and check flake8 format
         run: |
-          cd backend
+          cd debiaiServer
           python -m pip install --upgrade pip
           pip install flake8
           flake8 .
@@ -73,18 +73,18 @@ jobs:
     steps:
       - uses: actions/checkout@v2
 
-      - name: Check that the version in backend and frontend are the same
+      - name: Check that the version in debiaiServer and frontend are the same
         id: version-check
         run: |
           cd frontend
           FRONTEND_VERSION=$(cat package.json | grep -m1 version | cut -d '"' -f 4)
-          cd ../backend
+          cd ../debiaiServer
           BACKEND_VERSION=$(cat swagger.yaml | grep -m1 version | cut -d ':' -f 2 | sed 's/ //g')
           if [ "$FRONTEND_VERSION" != "$BACKEND_VERSION" ]; then
-            echo "Version mismatch: frontend/package.json version '$FRONTEND_VERSION' != backend/swagger.yaml version '$BACKEND_VERSION'."
+            echo "Version mismatch: frontend/package.json version '$FRONTEND_VERSION' != debiaiServer/swagger.yaml version '$BACKEND_VERSION'."
             exit 1
           fi
-          echo "Version match: frontend/package.json version '$FRONTEND_VERSION' == backend/swagger.yaml version '$BACKEND_VERSION'."
+          echo "Version match: frontend/package.json version '$FRONTEND_VERSION' == debiaiServer/swagger.yaml version '$BACKEND_VERSION'."
           echo "BRANCH_VERSION=$FRONTEND_VERSION" >> $GITHUB_OUTPUT
 
       - uses: actions/checkout@v3
@@ -146,14 +146,13 @@ jobs:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
         run: |
-          cd backend
+          cd debiaiServer
           python -m pip install --upgrade pip
           pip install pytest
           pip install -r requirements.txt
       - name: Test with pytest
         run: |
-          cd backend
-          python websrv.py & sleep 5 && pytest tests/
+          python run_debiai_server_dev.py & sleep 5 && pytest debiaiServer/tests/
 
   docker-build-check: # Build the docker image and check that it can run
     name: Docker build check

.gitignore

@@ -1,11 +1,23 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+
+# Build and packaging
 dist/
-deployment/
-.vscode/
+build/
+*data/
+*.egg-info/
+
+# Dependency directories
+frontend/node_modules/
 
-# Back
-backend/data
+# coverage
 .coverage
-__pycache__/
 
-# Front
-frontend/node_modules/
+# Scripts
+build_and_run.sh
+
+# Deployement
+deployment/
+
+# VSCODE
+.vscode/

Dockerfile

@@ -5,12 +5,12 @@ COPY frontend/ .
 RUN npm install
 RUN npm run build
 
-# DebiAI Python Backend
+# DebiAI Python debiaiServer
 FROM python:3.10.12-slim-bullseye
-WORKDIR /backend
-COPY backend/ .
-RUN pip install --trusted-host pypi.python.org -r requirements.txt
-COPY --from=build-stage /frontend/dist dist
-ENV FLASK_ENV production
-CMD ["python", "websrv.py"]
+WORKDIR /
+COPY debiaiServer/ debiaiServer/
+RUN pip install --trusted-host pypi.python.org -r debiaiServer/requirements.txt
+COPY run_debiai_server_prod.py .
+COPY --from=build-stage /frontend/dist debiaiServer/dist
+CMD ["python", "run_debiai_server_prod.py"]
 

MANIFEST.in

@@ -0,0 +1,5 @@
+include debiaiServer/swagger.yaml
+include debiaiServer/config/config.ini
+include images/ *
+recursive-include debiaiServer/dist *
+

cspell.json

@@ -54,7 +54,10 @@
     "Valeo",
     "vuejs",
     "Vuex",
-    "websrv"
+    "websrv",
+    "werkzeug",
+    "sdist",
+    "bdist"
   ],
   "flagWords": [],
   "ignorePaths": [
@@ -63,11 +66,12 @@
     "*.png",
     "*.yaml",
     ".vscode/*",
-    "backend/requirements.txt",
-    "backend/data/*",
+    "debiaiServer/requirements.txt",
+    "debiaiServer/data/*",
     "__pycache__/",
     "frontend/dist",
     "frontend/node_modules",
+    "./setup.py",
     "TODO"
   ]
 }

debiaiServer/__init__.py

@@ -0,0 +1 @@
+from debiaiServer.websrv import send_frontend, create_app, start_server

backend/config/init_config.py → debiaiServer/config/init_config.py

@@ -1,9 +1,9 @@
 from configparser import ConfigParser
 from termcolor import colored
-
+import pkg_resources
 import os
 
-config_path = "config/config.ini"
+config_path = pkg_resources.resource_filename("debiaiServer", "config/config.ini")
 config_parser = ConfigParser()
 
 DEBUG_COLOR = "light_blue"

backend/controller/algoProviders.py → debiaiServer/controller/algoProviders.py

@@ -1,11 +1,13 @@
 #############################################################################
 # Imports
 #############################################################################
-from config.init_config import get_config
-from utils.utils import is_url_valid, is_valid_name
-import modules.algoProviders.algoProvidersManager as algo_provider_manager
-from modules.algoProviders.AlgoProviderException import AlgoProviderException
-from modules.algoProviders.AlgoProvider import AlgoProvider
+from debiaiServer.config.init_config import get_config
+from debiaiServer.utils.utils import is_url_valid, is_valid_name
+import debiaiServer.modules.algoProviders.algoProvidersManager as algo_provider_manager
+from debiaiServer.modules.algoProviders.AlgoProviderException import (
+    AlgoProviderException,
+)
+from debiaiServer.modules.algoProviders.AlgoProvider import AlgoProvider
 
 #############################################################################
 # Algo providers Management

backend/controller/data.py → debiaiServer/controller/data.py

@@ -1,8 +1,10 @@
 #############################################################################
 # Imports
 #############################################################################
-import modules.dataProviders.dataProviderManager as data_provider_manager
-from modules.dataProviders.DataProviderException import DataProviderException
+import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager
+from debiaiServer.modules.dataProviders.DataProviderException import (
+    DataProviderException,
+)
 
 #############################################################################
 # Data Management

backend/controller/dataProviders.py → debiaiServer/controller/dataProviders.py

@@ -1,11 +1,15 @@
 #############################################################################
 # Imports
 #############################################################################
-from config.init_config import get_config
-from modules.dataProviders.webDataProvider.WebDataProvider import WebDataProvider
-from utils.utils import is_url_valid
-import modules.dataProviders.dataProviderManager as data_provider_manager
-from modules.dataProviders.DataProviderException import DataProviderException
+from debiaiServer.config.init_config import get_config
+from debiaiServer.modules.dataProviders.webDataProvider.WebDataProvider import (
+    WebDataProvider,
+)
+from debiaiServer.utils.utils import is_url_valid
+import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager
+from debiaiServer.modules.dataProviders.DataProviderException import (
+    DataProviderException,
+)
 
 #############################################################################
 # Data Providers Management

backend/controller/exportMethods.py → debiaiServer/controller/exportMethods.py

@@ -1,5 +1,5 @@
-from config.init_config import get_config
-import modules.exportMethods.exportUtils as exportUtils
+from debiaiServer.config.init_config import get_config
+import debiaiServer.modules.exportMethods.exportUtils as exportUtils
 
 #############################################################################
 # Export API Management

backend/controller/layouts.py → debiaiServer/controller/layouts.py

@@ -1,7 +1,7 @@
 #############################################################################
 # Imports
 #############################################################################
-import utils.layouts.layouts as layoutsUtils
+import debiaiServer.utils.layouts.layouts as layoutsUtils
 
 #############################################################################
 # Analysis dashboard layout Management

backend/controller/models.py → debiaiServer/controller/models.py

@@ -2,8 +2,10 @@
 # Imports
 #############################################################################
 
-import modules.dataProviders.dataProviderManager as data_provider_manager
-from modules.dataProviders.DataProviderException import DataProviderException
+import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager
+from debiaiServer.modules.dataProviders.DataProviderException import (
+    DataProviderException,
+)
 
 #############################################################################
 # MODELS Management

backend/controller/projects.py → debiaiServer/controller/projects.py

@@ -1,8 +1,10 @@
 #############################################################################
 # Imports
 #############################################################################
-from modules.dataProviders.DataProviderException import DataProviderException
-import modules.dataProviders.dataProviderManager as data_provider_manager
+from debiaiServer.modules.dataProviders.DataProviderException import (
+    DataProviderException,
+)
+import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager
 
 #############################################################################
 # PROJECTS Management

backend/controller/pythonModuleDp.py → debiaiServer/controller/pythonModuleDp.py

@@ -1,5 +1,7 @@
-from modules.dataProviders.DataProviderException import DataProviderException
-import modules.dataProviders.dataProviderManager as data_provider_manager
+from debiaiServer.modules.dataProviders.DataProviderException import (
+    DataProviderException,
+)
+import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager
 
 
 # Project

backend/controller/selection.py → debiaiServer/controller/selection.py

@@ -2,8 +2,10 @@
 # Imports
 #############################################################################
 
-import modules.dataProviders.dataProviderManager as data_provider_manager
-from modules.dataProviders.DataProviderException import DataProviderException
+import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager
+from debiaiServer.modules.dataProviders.DataProviderException import (
+    DataProviderException,
+)
 
 #############################################################################
 # Selections Management

backend/controller/statisticalOperations.py → debiaiServer/controller/statisticalOperations.py

@@ -2,10 +2,10 @@
 import numpy as np
 import numpy.random as nr
 
-from scipy.stats.stats import pearsonr, spearmanr
+from scipy.stats import pearsonr, spearmanr
 from scipy.special import digamma
 import scipy.spatial as ss
-from scipy.spatial.ckdtree import cKDTree
+from scipy.spatial import cKDTree
 from sklearn.neighbors import NearestNeighbors
 from math import log, fabs, sqrt