From 130277257344dc6e117d72e7830b5ca42408a181 Mon Sep 17 00:00:00 2001 From: Fabian Hoitsma <30692009+fabianrho@users.noreply.github.com> Date: Fri, 6 Sep 2024 16:54:24 +0200 Subject: [PATCH 1/4] Update pandas-latex-tables.md Updated column_format parameter passed to df_models.to_latex(), such that the formatting is following APA guidelines (first column left-aligned, other columns center-aligned, no vertical lines). --- .../reporting-tables/reportingtables/pandas-latex-tables.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/topics/Visualization/reporting-tables/reportingtables/pandas-latex-tables.md b/content/topics/Visualization/reporting-tables/reportingtables/pandas-latex-tables.md index 404f0599b..b2fa8b9e2 100644 --- a/content/topics/Visualization/reporting-tables/reportingtables/pandas-latex-tables.md +++ b/content/topics/Visualization/reporting-tables/reportingtables/pandas-latex-tables.md @@ -51,7 +51,7 @@ latex_table = df_models.to_latex( caption="Comparison of ML Model Performance Metrics", # The caption to appear above the table in the LaTeX document label="tab:model_comparison", # A label used for referencing the table within the LaTeX document position="htbp", # The preferred positions where the table should be placed in the document ('here', 'top', 'bottom', 'page') - column_format="|l|l|l|l|", # The format of the columns: left-aligned with vertical lines between them + column_format="lccc", # The format of the columns: left-aligend first column and center-aligned remaining columns as per APA guidelines escape=False, # Disable escaping LaTeX special characters in the DataFrame float_format="{:0.2f}".format # Formats floats to two decimal places ) From 3d5ae8c2548a02765efc45bbb497791f92eb60bd Mon Sep 17 00:00:00 2001 From: Fabian Hoitsma <30692009+fabianrho@users.noreply.github.com> Date: Fri, 6 Sep 2024 17:02:40 +0200 Subject: [PATCH 2/4] Updated latex table image --- .../reportingtables/images/latex-tab.png | Bin 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zYi9)p3)>z|&o4(f>7+`;s`w*u8|o)7VEEU7e{at{>SMPg14Ag%)J&K9l Date: Wed, 11 Sep 2024 19:32:05 +0200 Subject: [PATCH 3/4] automatic build test 1 --- .gitlab-ci.yml | 63 +++++++++++++++++++++++++++++++++++ Dockerfile | 35 ++++++++++---------- app.py | 2 +- deployment/deployment.yaml | 67 ++++++++++++++++++++++++++++++++++++++ deployment/ingress.yaml | 50 ++++++++++++++++++++++++++++ deployment/tls.yaml | 18 ++++++++++ 6 files changed, 217 insertions(+), 18 deletions(-) create mode 100644 .gitlab-ci.yml create mode 100644 deployment/deployment.yaml create mode 100644 deployment/ingress.yaml create mode 100644 deployment/tls.yaml diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml new file mode 100644 index 000000000..6cf541ac0 --- /dev/null +++ b/.gitlab-ci.yml @@ -0,0 +1,63 @@ +stages: + - build + - deploy + +variables: + # Application settings + APP_NAME: "flask-website" # only alphanumerical characters and underscores (_) allowed + APP_GROUP: "tsh" + NAMESPACE: "${APP_GROUP}" + + # Deployment settings + LISTEN_PORT: 8080 + DOMAIN: "flask.tilburgsciencehub.com" + + # # Hardware setting (see https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/) + # # Uncomment the following lines to set the CPU and memory requests and limits + # CPU_REQUEST: "150m" + # CPU_LIMIT: "150m" + # MEMORY_REQUEST: "300Mi" + # MEMORY_LIMIT: "300Mi" + + # Building settings + ACR_URL: "tilburgai.azurecr.io" + DOCKER_IMAGE: "${ACR_URL}/$APP_NAME" + +build: + stage: build + tags: + - k8s + image: + name: gcr.io/kaniko-project/executor:debug + entrypoint: [""] + script: + - mkdir -p secret && echo "$CERT_PEM_CONTENT" > secret/cert.pem + - echo "{\"auths\":{\"$ACR_URL\":{\"username\":\"$ACR_USERNAME\",\"password\":\"$ACR_PASSWORD\"}}}" > /kaniko/.docker/config.json + - /kaniko/executor --context $CI_PROJECT_DIR --dockerfile $CI_PROJECT_DIR/Dockerfile --destination $DOCKER_IMAGE:$CI_COMMIT_SHA + +deploy: + stage: deploy + tags: + - k8s + image: bitnami/kubectl:latest + only: + - production + script: + - export DOMAIN=$APP_NAME.$HOST_DOMAIN + - echo "$KUBE_CONFIG_DATA" | base64 -d > ~/.kube/config + - kubectl delete secret $APP_NAME --ignore-not-found -n $NAMESPACE + - | + kubectl create secret generic $APP_NAME \ + --from-literal DEBUG=False \ + --from-literal AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \ + --from-literal AWS_BUCKET=$AWS_BUCKET \ + --from-literal AWS_REGION=$AWS_REGION \ + --from-literal AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \ + --from-literal SECRET_APP_ID=$SECRET_APP_ID \ + --from-literal SECRET_APP_KEY=$SECRET_APP_KEY \ + --from-literal SECRET_INSTALLATION_ID=$SECRET_INSTALLATION_ID \ + -n $NAMESPACE + - envsubst < deployment/deployment.yaml | kubectl apply -f - + - envsubst < deployment/ingress.yaml | kubectl apply -f - + - envsubst < deployment/tls.yaml | kubectl apply -f - + - echo "App listening on https://$DOMAIN ..." \ No newline at end of file diff --git a/Dockerfile b/Dockerfile index 5b2f2461f..253128cd1 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,10 +1,16 @@ -FROM python:3.8-slim as base +# Use an official Python runtime as the parent image +FROM python:3.8-slim -#RUN apt-get update && \ -# apt-get install -y libcurl4-openssl-dev && \ -# find /var/*/apt -type f -delete +# Set environment variables +# Prevents Python from writing pyc files to disc +ENV PYTHONDONTWRITEBYTECODE 1 +# Prevents Python from buffering stdout and stderr +ENV PYTHONUNBUFFERED 1 - # Install dependencies +# Create and set the working directory +WORKDIR /app + +# Install dependencies RUN apt-get update && \ apt-get install -y libcurl4-openssl-dev curl && \ apt-get install -y git && \ @@ -14,7 +20,6 @@ RUN apt-get update && \ node -v && \ find /var/*/apt -type f -delete - RUN pip install --no-cache-dir Flask-SQLAlchemy \ SQLAlchemy \ beautifulsoup4 \ @@ -28,18 +33,14 @@ RUN pip install --no-cache-dir Flask-SQLAlchemy \ RUN npm install -g sass -FROM base AS final - -WORKDIR /app - -COPY . /app +# Copy the current directory contents into the container at /app +COPY . /app/ +# Create database RUN python3 content_to_db.py -# ENV FLASK_APP=app.py -# ENV FLASK_RUN_HOST=0.0.0.0 - -# EXPOSE 5000 - +# Make port 80 available to the world outside this container +EXPOSE 8080 -# CMD ["python3", "-m" , "flask", "run", "--host=0.0.0.0"] +# Run gunicorn when the container launches +CMD ["gunicorn", "--bind", "0.0.0.0:8080", "--workers", "4", "app:app"] \ No newline at end of file diff --git a/app.py b/app.py index de6ad56c6..15bc92451 100644 --- a/app.py +++ b/app.py @@ -344,4 +344,4 @@ def sitemap(): # Run App if __name__ == '__main__': - app.run(debug=True) + app.run(debug=os.environ.get('DEBUG', False), host='0.0.0.0', port=8080) \ No newline at end of file diff --git a/deployment/deployment.yaml b/deployment/deployment.yaml new file mode 100644 index 000000000..8e1b48329 --- /dev/null +++ b/deployment/deployment.yaml @@ -0,0 +1,67 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: $APP_NAME + namespace: $NAMESPACE + labels: + name: $APP_NAME + app: $APP_GROUP +spec: + replicas: 1 + selector: + matchLabels: + run: $APP_NAME + strategy: + type: Recreate + template: + metadata: + labels: + run: $APP_NAME + app: $APP_GROUP + name: $APP_NAME + annotations: + prometheus.io/scrape: "true" + prometheus.io.scheme: "http" + prometheus.io/path: "/metrics" + prometheus.io/port: "$LISTEN_PORT" + spec: + nodeSelector: + agentpool: chatbots + containers: + - name: $APP_NAME + image: $DOCKER_IMAGE:$CI_COMMIT_SHA + envFrom: + - secretRef: + name: $APP_NAME + ports: + - containerPort: $LISTEN_PORT + name: http + protocol: TCP + imagePullPolicy: Always + resources: + requests: + cpu: $CPU_REQUEST + memory: $MEMORY_REQUEST + limits: + cpu: $CPU_LIMIT + memory: $MEMORY_LIMIT +--- +apiVersion: autoscaling/v2 +kind: HorizontalPodAutoscaler +metadata: + name: $APP_NAME-hpa + namespace: $NAMESPACE +spec: + scaleTargetRef: + apiVersion: apps/v1 + kind: Deployment + name: $APP_NAME + minReplicas: 1 + maxReplicas: 4 + metrics: + - type: Resource + resource: + name: cpu + target: + type: Utilization + averageUtilization: 75 # Scale up if average CPU utilization exceeds 75% diff --git a/deployment/ingress.yaml b/deployment/ingress.yaml new file mode 100644 index 000000000..8d6c6ca44 --- /dev/null +++ b/deployment/ingress.yaml @@ -0,0 +1,50 @@ +# Service that connects port of pod to webapp +apiVersion: v1 +kind: Service +metadata: + name: $APP_NAME-web + namespace: $NAMESPACE + labels: + run: $APP_NAME + app: $APP_GROUP + name: $APP_NAME + environment: $CI_COMMIT_BRANCH +spec: + selector: + run: $APP_NAME # This should match the label of your Flask app pod + ports: + - protocol: TCP + port: 80 # Port accessible outside the pod + targetPort: $LISTEN_PORT # Port your Flask app is listening on inside the pod + type: NodePort +--- +# Create ingress that maps domainname to correct service +apiVersion: networking.k8s.io/v1 +kind: Ingress +metadata: + name: $APP_NAME-ingress + namespace: $NAMESPACE + annotations: + cert-manager.io/cluster-issuer: letsencrypt-prod-issuer + labels: + run: $APP_NAME + app: $APP_GROUP + name: $APP_NAME + environment: $CI_COMMIT_BRANCH +spec: + ingressClassName: nginx + rules: + - host: $DOMAIN + http: + paths: + - path: / + pathType: Prefix + backend: + service: + name: $APP_NAME-web + port: + number: 80 + tls: + - hosts: + - $DOMAIN + secretName: $APP_NAME-wildcard-tilburgai-tls \ No newline at end of file diff --git a/deployment/tls.yaml b/deployment/tls.yaml new file mode 100644 index 000000000..7385d1d5b --- /dev/null +++ b/deployment/tls.yaml @@ -0,0 +1,18 @@ +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + name: $APP_NAME-wildcard-tilburgai + namespace: $NAMESPACE + labels: + run: $APP_NAME + app: $APP_GROUP + name: $APP_NAME + environment: $CI_COMMIT_BRANCH +spec: + secretName: $APP_NAME-wildcard-tilburgai-tls + issuerRef: + name: letsencrypt-prod-issuer + kind: ClusterIssuer + commonName: "$DOMAIN" + dnsNames: + - "$DOMAIN" \ No newline at end of file From 2c91c67a281bb2bb37ef0d6fa845801e3bafdfe8 Mon Sep 17 00:00:00 2001 From: RobertSmolders Date: Wed, 11 Sep 2024 20:28:49 +0200 Subject: [PATCH 4/4] automatic build test 2 --- .gitlab-ci.yml | 63 ----------------------------------- deployment/deployment.yaml | 67 -------------------------------------- deployment/ingress.yaml | 50 ---------------------------- deployment/tls.yaml | 18 ---------- 4 files changed, 198 deletions(-) delete mode 100644 .gitlab-ci.yml delete mode 100644 deployment/deployment.yaml delete mode 100644 deployment/ingress.yaml delete mode 100644 deployment/tls.yaml diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml deleted file mode 100644 index 6cf541ac0..000000000 --- a/.gitlab-ci.yml +++ /dev/null @@ -1,63 +0,0 @@ -stages: - - build - - deploy - -variables: - # Application settings - APP_NAME: "flask-website" # only alphanumerical characters and underscores (_) allowed - APP_GROUP: "tsh" - NAMESPACE: "${APP_GROUP}" - - # Deployment settings - LISTEN_PORT: 8080 - DOMAIN: "flask.tilburgsciencehub.com" - - # # Hardware setting (see https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/) - # # Uncomment the following lines to set the CPU and memory requests and limits - # CPU_REQUEST: "150m" - # CPU_LIMIT: "150m" - # MEMORY_REQUEST: "300Mi" - # MEMORY_LIMIT: "300Mi" - - # Building settings - ACR_URL: "tilburgai.azurecr.io" - DOCKER_IMAGE: "${ACR_URL}/$APP_NAME" - -build: - stage: build - tags: - - k8s - image: - name: gcr.io/kaniko-project/executor:debug - entrypoint: [""] - script: - - mkdir -p secret && echo "$CERT_PEM_CONTENT" > secret/cert.pem - - echo "{\"auths\":{\"$ACR_URL\":{\"username\":\"$ACR_USERNAME\",\"password\":\"$ACR_PASSWORD\"}}}" > /kaniko/.docker/config.json - - /kaniko/executor --context $CI_PROJECT_DIR --dockerfile $CI_PROJECT_DIR/Dockerfile --destination $DOCKER_IMAGE:$CI_COMMIT_SHA - -deploy: - stage: deploy - tags: - - k8s - image: bitnami/kubectl:latest - only: - - production - script: - - export DOMAIN=$APP_NAME.$HOST_DOMAIN - - echo "$KUBE_CONFIG_DATA" | base64 -d > ~/.kube/config - - kubectl delete secret $APP_NAME --ignore-not-found -n $NAMESPACE - - | - kubectl create secret generic $APP_NAME \ - --from-literal DEBUG=False \ - --from-literal AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \ - --from-literal AWS_BUCKET=$AWS_BUCKET \ - --from-literal AWS_REGION=$AWS_REGION \ - --from-literal AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \ - --from-literal SECRET_APP_ID=$SECRET_APP_ID \ - --from-literal SECRET_APP_KEY=$SECRET_APP_KEY \ - --from-literal SECRET_INSTALLATION_ID=$SECRET_INSTALLATION_ID \ - -n $NAMESPACE - - envsubst < deployment/deployment.yaml | kubectl apply -f - - - envsubst < deployment/ingress.yaml | kubectl apply -f - - - envsubst < deployment/tls.yaml | kubectl apply -f - - - echo "App listening on https://$DOMAIN ..." \ No newline at end of file diff --git a/deployment/deployment.yaml b/deployment/deployment.yaml deleted file mode 100644 index 8e1b48329..000000000 --- a/deployment/deployment.yaml +++ /dev/null @@ -1,67 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: $APP_NAME - namespace: $NAMESPACE - labels: - name: $APP_NAME - app: $APP_GROUP -spec: - replicas: 1 - selector: - matchLabels: - run: $APP_NAME - strategy: - type: Recreate - template: - metadata: - labels: - run: $APP_NAME - app: $APP_GROUP - name: $APP_NAME - annotations: - prometheus.io/scrape: "true" - prometheus.io.scheme: "http" - prometheus.io/path: "/metrics" - prometheus.io/port: "$LISTEN_PORT" - spec: - nodeSelector: - agentpool: chatbots - containers: - - name: $APP_NAME - image: $DOCKER_IMAGE:$CI_COMMIT_SHA - envFrom: - - secretRef: - name: $APP_NAME - ports: - - containerPort: $LISTEN_PORT - name: http - protocol: TCP - imagePullPolicy: Always - resources: - requests: - cpu: $CPU_REQUEST - memory: $MEMORY_REQUEST - limits: - cpu: $CPU_LIMIT - memory: $MEMORY_LIMIT ---- -apiVersion: autoscaling/v2 -kind: HorizontalPodAutoscaler -metadata: - name: $APP_NAME-hpa - namespace: $NAMESPACE -spec: - scaleTargetRef: - apiVersion: apps/v1 - kind: Deployment - name: $APP_NAME - minReplicas: 1 - maxReplicas: 4 - metrics: - - type: Resource - resource: - name: cpu - target: - type: Utilization - averageUtilization: 75 # Scale up if average CPU utilization exceeds 75% diff --git a/deployment/ingress.yaml b/deployment/ingress.yaml deleted file mode 100644 index 8d6c6ca44..000000000 --- a/deployment/ingress.yaml +++ /dev/null @@ -1,50 +0,0 @@ -# Service that connects port of pod to webapp -apiVersion: v1 -kind: Service -metadata: - name: $APP_NAME-web - namespace: $NAMESPACE - labels: - run: $APP_NAME - app: $APP_GROUP - name: $APP_NAME - environment: $CI_COMMIT_BRANCH -spec: - selector: - run: $APP_NAME # This should match the label of your Flask app pod - ports: - - protocol: TCP - port: 80 # Port accessible outside the pod - targetPort: $LISTEN_PORT # Port your Flask app is listening on inside the pod - type: NodePort ---- -# Create ingress that maps domainname to correct service -apiVersion: networking.k8s.io/v1 -kind: Ingress -metadata: - name: $APP_NAME-ingress - namespace: $NAMESPACE - annotations: - cert-manager.io/cluster-issuer: letsencrypt-prod-issuer - labels: - run: $APP_NAME - app: $APP_GROUP - name: $APP_NAME - environment: $CI_COMMIT_BRANCH -spec: - ingressClassName: nginx - rules: - - host: $DOMAIN - http: - paths: - - path: / - pathType: Prefix - backend: - service: - name: $APP_NAME-web - port: - number: 80 - tls: - - hosts: - - $DOMAIN - secretName: $APP_NAME-wildcard-tilburgai-tls \ No newline at end of file diff --git a/deployment/tls.yaml b/deployment/tls.yaml deleted file mode 100644 index 7385d1d5b..000000000 --- a/deployment/tls.yaml +++ /dev/null @@ -1,18 +0,0 @@ -apiVersion: cert-manager.io/v1 -kind: Certificate -metadata: - name: $APP_NAME-wildcard-tilburgai - namespace: $NAMESPACE - labels: - run: $APP_NAME - app: $APP_GROUP - name: $APP_NAME - environment: $CI_COMMIT_BRANCH -spec: - secretName: $APP_NAME-wildcard-tilburgai-tls - issuerRef: - name: letsencrypt-prod-issuer - kind: ClusterIssuer - commonName: "$DOMAIN" - dnsNames: - - "$DOMAIN" \ No newline at end of file