Continuous benchmarking - Image size experiments #193
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| name: Continuous benchmarking - Image size experiments | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 12 * * 1" | |
| jobs: | |
| build_client: | |
| name: Build framework | |
| runs-on: ubuntu-latest | |
| env: | |
| working-directory: ./src | |
| steps: | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - name: Set up Go 1.21 | |
| uses: actions/setup-go@v3 | |
| with: | |
| go-version: 1.21 | |
| - name: Build client binary | |
| working-directory: ${{ env.working-directory }} | |
| run: env GOOS=linux GOARCH=amd64 CGO_ENABLED=0 go build -o stellar main.go | |
| - name: Package client artifact | |
| working-directory: ${{ env.working-directory }} | |
| run: tar -czvf build.tar ./stellar | |
| - name: Upload client artifact | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| path: ${{ env.working-directory }}/build.tar | |
| retention-days: 1 | |
| cold-image-size-50-aws: | |
| name: AWS 50MB image size experiment | |
| needs: build_client | |
| runs-on: [ self-hosted, aws ] | |
| timeout-minutes: 1200 | |
| env: | |
| working-directory: src | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_KEY }} | |
| steps: | |
| - name: "Cleanup build folder" | |
| run: | | |
| sudo rm -rf ./* || true | |
| sudo rm -rf ./.??* || true | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - name: Configure AWS credentials using EASE lab account | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_KEY }} | |
| aws-region: us-west-1 | |
| - name: Set up Node.js 18 | |
| uses: actions/setup-node@v3 | |
| with: | |
| node-version: 18 | |
| - name: Cleanup serverless folder | |
| run: | | |
| rm -rf /home/ubuntu/actions-runner/_work/_tool/node/18.20.4/x64/lib/node_modules/serverless | |
| - name: Install Serverless framework and related plugins | |
| run: npm install -g [email protected] | |
| - name: Download client artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| - name: Untar client build | |
| working-directory: ${{ env.working-directory }} | |
| run: tar --strip-components=1 -xvf ../build.tar -C . | |
| - name: AWS Image Size 50MB | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 1440 | |
| max_attempts: 5 | |
| retry_wait_seconds: 60 | |
| command: cd src && ./stellar -a 356764711652 -o latency-samples -c ../continuous-benchmarking/experiments/cold-function-invocations/image-size/cold-image-size-50-aws.json -db | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: cold-image-size-50-aws | |
| path: ${{ env.working-directory }}/latency-samples | |
| - name: Add zero'ed data (Failed experiment) | |
| if: ${{ failure() }} | |
| env: | |
| DATA_INSERT_URL: ${{ secrets.DATA_INSERT_URL}} | |
| run: | | |
| curl -XPOST -H "Content-type: application/json" -d '{"experiment_type":"cold-image-size-50-aws","date":"'$(date +%F)'","min":"0","max":"0","median":"0","tail_latency":"0","first_quartile":"0","third_quartile":"0","standard_deviation":"0","payload_size":"0","burst_size":"0","IATType":"0","count":"0","provider":"aws"}' $DATA_INSERT_URL | |
| - name: Send Slack message using Incoming Webhooks | |
| if: ${{ failure() }} | |
| uses: slackapi/[email protected] | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "header", | |
| "text": { | |
| "type": "plain_text", | |
| "text": "Scheduled experiment (Job status)" | |
| } | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Workflow Name*: ${{ github.workflow }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Name*: ${{ github.job }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Status*: ${{ job.status }} ❌" | |
| } | |
| ] | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "<!channel>" | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK | |
| cold-image-size-100-aws: | |
| name: AWS 100MB image size experiment | |
| needs: build_client | |
| runs-on: [ self-hosted, aws ] | |
| timeout-minutes: 1200 | |
| env: | |
| working-directory: src | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_KEY }} | |
| steps: | |
| - name: "Cleanup build folder" | |
| run: | | |
| sudo rm -rf ./* || true | |
| sudo rm -rf ./.??* || true | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - name: Configure AWS credentials using EASE lab account | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_KEY }} | |
| aws-region: us-west-1 | |
| - name: Set up Node.js 18 | |
| uses: actions/setup-node@v3 | |
| with: | |
| node-version: 18 | |
| - name: Cleanup serverless folder | |
| run: | | |
| rm -rf /home/ubuntu/actions-runner/_work/_tool/node/18.20.4/x64/lib/node_modules/serverless | |
| - name: Install Serverless framework and related plugins | |
| run: npm install -g [email protected] | |
| - name: Download client artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| - name: Untar client build | |
| working-directory: ${{ env.working-directory }} | |
| run: tar --strip-components=1 -xvf ../build.tar -C . | |
| - name: AWS Image Size 100MB | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 1440 | |
| max_attempts: 5 | |
| retry_wait_seconds: 60 | |
| command: cd src && ./stellar -a 356764711652 -o latency-samples -c ../continuous-benchmarking/experiments/cold-function-invocations/image-size/cold-image-size-100-aws.json -db | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: cold-image-size-100-aws | |
| path: ${{ env.working-directory }}/latency-samples | |
| - name: Add zero'ed data (Failed experiment) | |
| if: ${{ failure() }} | |
| env: | |
| DATA_INSERT_URL: ${{ secrets.DATA_INSERT_URL}} | |
| run: | | |
| curl -XPOST -H "Content-type: application/json" -d '{"experiment_type":"cold-image-size-100-aws","date":"'$(date +%F)'","min":"0","max":"0","median":"0","tail_latency":"0","first_quartile":"0","third_quartile":"0","standard_deviation":"0","payload_size":"0","burst_size":"0","IATType":"0","count":"0","provider":"aws"}' $DATA_INSERT_URL | |
| - name: Send Slack message using Incoming Webhooks | |
| if: ${{ failure() }} | |
| uses: slackapi/[email protected] | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "header", | |
| "text": { | |
| "type": "plain_text", | |
| "text": "Scheduled experiment (Job status)" | |
| } | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Workflow Name*: ${{ github.workflow }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Name*: ${{ github.job }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Status*: ${{ job.status }} ❌" | |
| } | |
| ] | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "<!channel>" | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK | |
| cold-image-size-50-azure: | |
| name: Azure 50MB image size experiment | |
| needs: build_client | |
| runs-on: [ self-hosted, azure ] | |
| timeout-minutes: 1200 | |
| env: | |
| working-directory: src | |
| AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| AZURE_TENANT_ID: ${{ secrets.AZURE_TENANT_ID }} | |
| AZURE_CLIENT_ID: ${{ secrets.AZURE_CLIENT_ID }} | |
| AZURE_CLIENT_SECRET: ${{ secrets.AZURE_CLIENT_SECRET }} | |
| steps: | |
| - name: "Cleanup build folder" | |
| run: | | |
| sudo rm -rf ./* || true | |
| sudo rm -rf ./.??* || true | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - name: Set up Node.js 18 | |
| uses: actions/setup-node@v3 | |
| with: | |
| node-version: 18 | |
| - name: Install Serverless framework and related plugins | |
| run: npm install -g [email protected] serverless-azure-functions functions-have-names serverless-aliyun-function-compute | |
| - name: Download client artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| - name: Untar client build | |
| working-directory: ${{ env.working-directory }} | |
| run: tar --strip-components=1 -xvf ../build.tar -C . | |
| - name: Azure Image Size 50MB | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 1440 | |
| max_attempts: 5 | |
| retry_wait_seconds: 60 | |
| command: cd src && ./stellar -c ../continuous-benchmarking/experiments/cold-function-invocations/image-size/cold-image-size-50-azure.json -db | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: cold-image-size-50-azure | |
| path: ${{ env.working-directory }}/latency-samples | |
| - name: Add zero'ed data (Failed experiment) | |
| if: ${{ failure() }} | |
| env: | |
| DATA_INSERT_URL: ${{ secrets.DATA_INSERT_URL}} | |
| run: | | |
| curl -XPOST -H "Content-type: application/json" -d '{"experiment_type":"cold-image-size-50-azure","date":"'$(date +%F)'","min":"0","max":"0","median":"0","tail_latency":"0","first_quartile":"0","third_quartile":"0","standard_deviation":"0","payload_size":"0","burst_size":"0","IATType":"0","count":"0","provider":"azure"}' $DATA_INSERT_URL | |
| - name: Send Slack message using Incoming Webhooks | |
| if: ${{ failure() }} | |
| uses: slackapi/[email protected] | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "header", | |
| "text": { | |
| "type": "plain_text", | |
| "text": "Scheduled experiment (Job status)" | |
| } | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Workflow Name*: ${{ github.workflow }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Name*: ${{ github.job }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Status*: ${{ job.status }} ❌" | |
| } | |
| ] | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "<!channel>" | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK | |
| cold-image-size-100-azure: | |
| name: Azure 100MB image size experiment | |
| needs: build_client | |
| runs-on: [ self-hosted, azure ] | |
| timeout-minutes: 1200 | |
| env: | |
| working-directory: src | |
| AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| AZURE_TENANT_ID: ${{ secrets.AZURE_TENANT_ID }} | |
| AZURE_CLIENT_ID: ${{ secrets.AZURE_CLIENT_ID }} | |
| AZURE_CLIENT_SECRET: ${{ secrets.AZURE_CLIENT_SECRET }} | |
| steps: | |
| - name: "Cleanup build folder" | |
| run: | | |
| sudo rm -rf ./* || true | |
| sudo rm -rf ./.??* || true | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - name: Set up Node.js 18 | |
| uses: actions/setup-node@v3 | |
| with: | |
| node-version: 18 | |
| - name: Install Serverless framework and related plugins | |
| run: npm install -g [email protected] serverless-azure-functions functions-have-names serverless-aliyun-function-compute | |
| - name: Download client artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| - name: Untar client build | |
| working-directory: ${{ env.working-directory }} | |
| run: tar --strip-components=1 -xvf ../build.tar -C . | |
| - name: Azure Image Size 100MB | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 1440 | |
| max_attempts: 5 | |
| retry_wait_seconds: 60 | |
| command: cd src && ./stellar -c ../continuous-benchmarking/experiments/cold-function-invocations/image-size/cold-image-size-100-azure.json -db | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: cold-image-size-100-azure | |
| path: ${{ env.working-directory }}/latency-samples | |
| - name: Add zero'ed data (Failed experiment) | |
| if: ${{ failure() }} | |
| env: | |
| DATA_INSERT_URL: ${{ secrets.DATA_INSERT_URL}} | |
| run: | | |
| curl -XPOST -H "Content-type: application/json" -d '{"experiment_type":"cold-image-size-100-azure","date":"'$(date +%F)'","min":"0","max":"0","median":"0","tail_latency":"0","first_quartile":"0","third_quartile":"0","standard_deviation":"0","payload_size":"0","burst_size":"0","IATType":"0","count":"0","provider":"azure"}' $DATA_INSERT_URL | |
| - name: Send Slack message using Incoming Webhooks | |
| if: ${{ failure() }} | |
| uses: slackapi/[email protected] | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "header", | |
| "text": { | |
| "type": "plain_text", | |
| "text": "Scheduled experiment (Job status)" | |
| } | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Workflow Name*: ${{ github.workflow }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Name*: ${{ github.job }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Status*: ${{ job.status }} ❌" | |
| } | |
| ] | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "<!channel>" | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK | |
| cold-image-size-50-gcr: | |
| name: GCR 50MB image size experiment | |
| needs: build_client | |
| runs-on: [ self-hosted, gcr ] | |
| timeout-minutes: 1200 | |
| env: | |
| working-directory: src | |
| DOCKER_HUB_USERNAME: ${{ secrets.DOCKER_HUB_USERNAME }} | |
| DOCKER_HUB_ACCESS_TOKEN: ${{ secrets.DOCKER_HUB_ACCESS_TOKEN }} | |
| steps: | |
| - name: "Cleanup build folder" | |
| run: | | |
| sudo rm -rf ./* || true | |
| sudo rm -rf ./.??* || true | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - id: auth | |
| name: Configure GCR credentials | |
| uses: google-github-actions/auth@v1 | |
| with: | |
| credentials_json: ${{ secrets.GCR_CREDENTIALS }} | |
| - name: Set up gcloud | |
| uses: google-github-actions/setup-gcloud@v1 | |
| with: | |
| version: ">= 363.0.0" | |
| - name: Download client artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| - name: Untar client build | |
| working-directory: ${{ env.working-directory }} | |
| run: tar --strip-components=1 -xvf ../build.tar -C . | |
| - name: GCR Image Size 50MB | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 1440 | |
| max_attempts: 5 | |
| retry_wait_seconds: 60 | |
| command: cd src && ./stellar -c ../continuous-benchmarking/experiments/cold-function-invocations/image-size/cold-image-size-50-gcr.json -db | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: cold-image-size-50-gcr | |
| path: ${{ env.working-directory }}/latency-samples | |
| - name: Add zero'ed data (Failed experiment) | |
| if: ${{ failure() }} | |
| env: | |
| DATA_INSERT_URL: ${{ secrets.DATA_INSERT_URL}} | |
| run: | | |
| curl -XPOST -H "Content-type: application/json" -d '{"experiment_type":"cold-image-size-50-gcr","date":"'$(date +%F)'","min":"0","max":"0","median":"0","tail_latency":"0","first_quartile":"0","third_quartile":"0","standard_deviation":"0","payload_size":"0","burst_size":"0","IATType":"0","count":"0","provider":"gcr"}' $DATA_INSERT_URL | |
| - name: Send Slack message using Incoming Webhooks | |
| if: ${{ failure() }} | |
| uses: slackapi/[email protected] | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "header", | |
| "text": { | |
| "type": "plain_text", | |
| "text": "Scheduled experiment (Job status)" | |
| } | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Workflow Name*: ${{ github.workflow }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Name*: ${{ github.job }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Status*: ${{ job.status }} ❌" | |
| } | |
| ] | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "<!channel>" | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK | |
| cold-image-size-100-gcr: | |
| name: GCR 100MB image size experiment | |
| needs: build_client | |
| runs-on: [ self-hosted, gcr ] | |
| timeout-minutes: 1200 | |
| env: | |
| working-directory: src | |
| DOCKER_HUB_USERNAME: ${{ secrets.DOCKER_HUB_USERNAME }} | |
| DOCKER_HUB_ACCESS_TOKEN: ${{ secrets.DOCKER_HUB_ACCESS_TOKEN }} | |
| steps: | |
| - name: "Cleanup build folder" | |
| run: | | |
| sudo rm -rf ./* || true | |
| sudo rm -rf ./.??* || true | |
| - name: Check out code into the Go module directory | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: continuous-benchmarking | |
| - id: auth | |
| name: Configure GCR credentials | |
| uses: google-github-actions/auth@v1 | |
| with: | |
| credentials_json: ${{ secrets.GCR_CREDENTIALS }} | |
| - name: Set up gcloud | |
| uses: google-github-actions/setup-gcloud@v1 | |
| with: | |
| version: ">= 363.0.0" | |
| - name: Download client artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: STeLLAR-build | |
| - name: Untar client build | |
| working-directory: ${{ env.working-directory }} | |
| run: tar --strip-components=1 -xvf ../build.tar -C . | |
| - name: GCR Image Size 100MB | |
| uses: nick-fields/retry@v2 | |
| with: | |
| timeout_minutes: 1440 | |
| max_attempts: 5 | |
| retry_wait_seconds: 60 | |
| command: cd src && ./stellar -c ../continuous-benchmarking/experiments/cold-function-invocations/image-size/cold-image-size-100-gcr.json -db | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: cold-image-size-100-gcr | |
| path: ${{ env.working-directory }}/latency-samples | |
| - name: Add zero'ed data (Failed experiment) | |
| if: ${{ failure() }} | |
| env: | |
| DATA_INSERT_URL: ${{ secrets.DATA_INSERT_URL}} | |
| run: | | |
| curl -XPOST -H "Content-type: application/json" -d '{"experiment_type":"cold-image-size-100-gcr","date":"'$(date +%F)'","min":"0","max":"0","median":"0","tail_latency":"0","first_quartile":"0","third_quartile":"0","standard_deviation":"0","payload_size":"0","burst_size":"0","IATType":"0","count":"0","provider":"gcr"}' $DATA_INSERT_URL | |
| - name: Send Slack message using Incoming Webhooks | |
| if: ${{ failure() }} | |
| uses: slackapi/[email protected] | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "header", | |
| "text": { | |
| "type": "plain_text", | |
| "text": "Scheduled experiment (Job status)" | |
| } | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Workflow Name*: ${{ github.workflow }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Name*: ${{ github.job }}" | |
| }, | |
| { | |
| "type": "mrkdwn", | |
| "text": "*Job Status*: ${{ job.status }} ❌" | |
| } | |
| ] | |
| }, | |
| { | |
| "type": "section", | |
| "fields": [ | |
| { | |
| "type": "mrkdwn", | |
| "text": "<!channel>" | |
| } | |
| ] | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK |