Over night we had requests on the providers site which used datasette to access data. the url used is
datasette.planning.data.gov.uk. The datasette application was reporting 502 errors implying that the serve was down.
Running log
-
* At around 03:00 AM and 07:00AM the requests were made and sentry reported the events to the notification channel
-* At 08:00AM the infrastructure team reacted to and investigates these errors. It was found that the application
-
had automatically reset itself and the site was back up and operational.
+
On (2024-08-23)
+
+
+
At around 03:00 AM and 07:00AM the requests were made and sentry reported the events to the notification channel
+
At 08:00AM the infrastructure team reacted to and investigates these errors. It was found that the application had automatically reset itself and the site was back up and operational.
+
Postmortem
Under further investigation it was identified that the traffic was mostly due to crawlers on the providers site. The providers team will
be adding a robots.txt file to the service to stop this traffic in the future.
@@ -250,7 +260,7 @@
Postmortem
We will continue to monitor the impact of these errors after the robots.txt is implemented.
The smoke tests did not trigger an alarm implying that the service was never down for ten minutes and had fixed itself.
Outage - Check Service - 2024-07-17
-
In attendance
+
In attendance
Async on Slack:
diff --git a/search.json b/search.json
index 09d7568..32f65af 100644
--- a/search.json
+++ b/search.json
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"docs": {"11":{"title":"Infrastructure","content":"Infrastructure\nOverview\nThere are two repositories that handle our infrastructure:\n\n\nDigital Land Infrastructure - this contains our primary infrastructure and allows the user to interact all environments and is what the instructions in this guide aim to help with.\nThis repository contains Terraform configuration files that create the necessary services to deploy applications and background tasks for the planning data service.\nGlobal Digital Land Infrastructure - this mainly contains infrastructure that needs to lie outside of the other repo such as nameserver records to subdomains as well as lagacy infrustructure such as s3 buckets who’s content is stored in glacier\n\nPlanning Data Platform - Deployment Diagram\n\nData Collection Pipeline - Deployment Diagram\nComing soon - waiting design for AWS-based pipeline\nPublish Service - Deployment Diagram\n\nDeploying\nAuthentication\naws-vault is recommended to assume the correct role for deploying resources to\nthe AWS environments. This guide does not cover the correct configuration of aws-vault.\nOnce configured correctly all the following commands can be executed as follows.\naws-vault exec \u003cprofile\u003e -- \u003ccommand\u003e\nAn Existing Environment\nTo deploy updates to an existing environment first, clone the\ninfrastructure repository\ngit clone git@github.com:digital-land/digital-land-infrastructure.git.\nOnce cloned, run make apply STAGE=\u003cenvironment\u003e to deploy the updated infrastructure configuration.\nA New Environment\nTo deploy a new environment the following details are needed:\n\n\nEnvironment name\nRoot domain name\n\nFirst, clone the infrastructure repository\ngit clone git@github.com:digital-land/digital-land-infrastructure.git.\nOnce cloned, run make new-environment STAGE=\u003cenvironment\u003e DOMAIN=\u003croot domain\u003e to create the needed configuration\nfiles. Commit the created files to the repository.\nRun make apply STAGE=\u003cenvironment\u003e to deploy the new environment, do not worry about errors, this will fail the first\ntime you deploy a new environment. There should be roughly 500 new resources created to action the deployment.\nOn completion of the first deployment run you will see errors regarding the verification of SSL certificates created for\nthe environment.\nFirst terraform apply output\n│ Error: error creating CloudFront Distribution: InvalidViewerCertificate: The specified SSL certificate doesn't exist, isn't in us-east-1 region, isn't valid, or doesn't include a valid certificate chain.\n│ status code: 400, request id: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx\n│\n│ with module.application_main.aws_cloudfront_distribution.cdn,\n│ on modules/application/application_traffic.tf line 28, in resource \"aws_cloudfront_distribution\" \"cdn\":\n│ 28: resource \"aws_cloudfront_distribution\" \"cdn\" {\n│\nTo resolve this error we must configure the DNS provider for the root domain to use these nameservers, and then run the\ndeployment for the environment a second time. To obtain the DNS nameservers, first log into the AWS console\n(aws-vault login \u003cprofile\u003e), then access Route53 \u003e Hosted Zones \u003e [domain] and get the four values for the NS record,\nconfiguring these servers with the domain’s DNS provider.\nThis can be done by using the global digital land infrastructure to create the required record.\nOnce DNS delegation is complete, you may check that the SSL certificate has been generated by logging into AWS for the\nappropriate account and checking the ACM service in the us-east-1 region. The relevant certificate will show as verified\nonce delegation is complete.\nYou can now run make apply STAGE=\u003cenvironment\u003e for the second time and should see changes to the CDN and Route53\nresources. The new infrastructure is now set up, and all that remains is to deploy applications into the new\nenvironment. At this point all applications will serve a page stating that the service will shortly be resumed.\nNote: The following slack bot token parameters required to be update manaully in the aws Parameter Store (SSM). \nThe slack bot token (dl-github-actions) values are the same across all envirnments and can be obtains from other environment notification slack token or from Slack direct.\n\n\n/\u003cenvironment\u003e-datasette-tiles/notifications/slack-token\n/\u003cenvironment\u003e-datasette/notifications/slack-token\n/\u003cenvironment\u003e-main/notifications/slack-token\n/\u003cenvironment\u003e-status/notifications/slack-token\n\nDeploying data\nIn order for the applications to start and run we must have data in the platform. Firstly we need both background tasks\ndeployed to the environment prior to uploading data for processing.\nDeploy the following applications using the dispatch workflow\n\n\ndatasette-tiles (task)\nA background task that builds MBTiles files for use in the datasette-tiles\napplication.\npostgres-importer\nA background task that imports the digital-land.sqlite3 in a postgres database.\n\nOnce both applications are deployed we can now copy data into the environment. Data generally enters the environment via\nupload as part of a collection job or via the\nentity-builder and\ndigital-land-builder jobs.\nWhile these data pipelines run on a regular basis you may need to start with a set of data from another environment in\norder to successfully deploy the various applications needed to run the system. The AWS command line application has a\ncommand to make this easier. Run with --dryrun to preview the files to be synced (though the output is not useful).\naws s3 sync s3://[source]-collection-data s3://[destination]-collection-data\nNote: It may be worth deployed the main application once before deploying data and once after as the database schema is applied when the application is\nDeploying applications\nNow the new environment is up and running you should deploy the following applications:\n\n\nmain\nThe main digital land web application.\ndatasette\nA web service and API allowing SQL queries against sqlite databases.\ndatasette-tiles (application)\nA web service that allows the main application’s frontend to draw vector tiles on the map feature from our datasets.\ndigital-land-status\nA simple web page which show the digital land dependencies status.\n\nNote: data may need to be re-deployed to the postgres db once the application has been deployed due to the build failing if no data is found but the database schema only being deployed when the app is\nLambda functions\n\n\nEFS Sync collection\nSlack Notification \n\nThe creation of the actual aws lambda functions are still in the infrastructure repo, but the function code are now located in this repo https://github.com/digital-land/digital-land-lambda.\nGitHub deployment workflow (Lambda functions)\nname: Deploy\n\non:\n push:\n branches: [main]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to.\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} = \n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name)\n\n deploy:\n runs-on: ubuntu-latest\n needs: [detect-environments]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n\n - name: Install aws cli\n run: |\n curl \"https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\"\n unzip -q awscliv2.zip\n sudo ./aws/install --update\n sudo apt-get update\n sudo apt-get install -y rsync\n\n - name: Build efs sync collection\n run: |\n rm -rf node_modules/\n docker build -t efs-sync-collection-lambda-builder ./efs-sync-collection\n docker run -i -v ${GITHUB_WORKSPACE}/efs-sync-collection:/var/task efs-sync-collection-lambda-builder\n\n - name: Build Notification functions\n run: |\n rm -rf node_modules/\n docker build -t ${{ matrix.environment }}-notification-builder ./notification-code\n docker run -i -v ${GITHUB_WORKSPACE}/notification-code:/var/task ${{ matrix.environment }}-notification-builder\n\n - name: Set File Permissions\n run: |\n chmod 0666 ./efs-sync-collection\n chmod 0666 ./notification-code\n\n - name: Create efs sync Archive\n run: |\n sudo -s sh -c 'cd efs-sync-collection \u0026\u0026 zip -r ../efs-sync-collection.zip ./*'\n sudo -s sh -c 'pwd'\n\n - name: Upload efs sync artifact for deployment job\n uses: actions/upload-artifact@v3\n with:\n name: efs-sync-collection\n path: efs-sync-collection.zip\n\n - name: Create Notification Archive\n run: |\n sudo -s sh -c 'cd notification-code \u0026\u0026 zip -r ../notification-code.zip ./*'\n sudo -s sh -c 'pwd'\n\n - name: Upload Notification artifact for deployment job\n uses: actions/upload-artifact@v3\n with:\n name: notification-code\n path: notification-code.zip\n\n - name: Set up AWS credentials\n uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n\n - name: Deploy aws Lambda functions\n run: |\n aws lambda update-function-code --function-name ${{ matrix.environment }}-efs-sync-collection --zip-file fileb://./efs-sync-collection.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-main-slack-notifier --zip-file fileb://./notification-code.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-status-slack-notifier --zip-file fileb://./notification-code.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-datasette-tiles-slack-notifier --zip-file fileb://./notification-code.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-datasette-slack-notifier --zip-file fileb://./notification-code.zip\nConfiguration Changes\nAdd a new application\nTo create a new application in the terraform configuration, you will need to know the following:\n\n\nThe GitHub repository (under the digital-land organisation) hosting the application code.\nThe subdomain of planning.data.gov.uk that the application will run under.\nAn estimate of the memory usage of the application.\nA list of the application environment variables.\nIf the application needs access to the SQLite or MBTiles files generated by background tasks.\n\nAdd a new section to variables.tf under locals.application_defaults, replacing attributes as required.\n\u003cname\u003e = {\n // The subdomain to serve the application from\n access = {\n domain = \"\u003csubdomain\u003e\"\n }\n\n // Any static environment variables\n environment = {\n PORT = 5000 // Defaults to 80\n }\n\n // The GitHub repository that hosts the application code\n github_repository = \"\u003corganisation\u003e/\u003crepository\u003e\"\n\n // Set to true if the GitHub repository contains both an\n // application and a background task.\n github_repository_dual = false\n\n // The application healthcheck path and timeout\n healthcheck = {\n endpoint = \"/\"\n timeout = \"30\"\n }\n\n // Minimum and maximum number of application instances\n // The auto-scaling configuration scales the initial\n // number on 60% CPU Utilisation\n instances = {\n minimum = 1\n maximum = 2\n initial = 1\n }\n\n // The resources needed per application instance\n resources = {\n memory = 1024\n cpu_credits = 20\n }\n}\n\n\nAdd a new application block in main_apps.tf, replacing attributes as required.\n\nmodule \"application_\u003cname\u003e\" {\n source = \"./modules/application\"\n\n // Application name\n name = \"\u003cname\u003e\"\n\n // The environment this application is deployed to (do not change)\n stage = var.stage\n\n // All resources created by this module with have their names\n // prefixed with the string here.\n resource_prefix = \"${var.stage}-\u003cname\u003e\"\n\n // The ECS cluster this application is deployed to\n cluster = module.cluster.cluster\n // Tags associated with\n tags = module.tags.computed\n // The environment variables to expose to the application\n environment = merge(\n module.storage.environment,\n local.applications[\"\u003cname\u003e\"].environment,\n )\n // The stored secrets to inject into the application environment\n secrets = module.storage.secrets\n // var.deployment_approval set to a list of users will enforce approvals\n // to deploy to this environment\n deployment_approval = var.deployment_approval\n\n // These are set via the `locals.application_defaults` section in `variables.tf`\n github_repository = local.applications[\"\u003cname\u003e\"].github_repository\n github_repository_dual = local.applications[\"\u003cname\u003e\"].github_repository_dual\n healthcheck = local.applications[\"\u003cname\u003e\"].healthcheck\n instances = local.applications[\"\u003cname\u003e\"].instances\n resources = local.applications[\"\u003cname\u003e\"].resources\n access = merge(\n local.applications[\"\u003cname\u003e\"].access,\n {\n certificate_arn = module.domain.certificate_arn\n zone_id = module.domain.zone_id\n }\n )\n\n // EFS volumes to mount for this application\n // (must set network mode to awsvpc)\n volumes = {\n datasets = merge(\n module.storage.files.datasets,\n // Add this if you wish the volume to be mounted read-only\n {\n readonly = true\n }\n )\n }\n\n // Additional IAM permissions, see `outputs.tf` in `modules/storage`\n // for a list of permissions\n additional_permissions = merge(module.storage.permissions.efs_read)\n\n network = {\n // Set to awsvpc if you need to mount a volume, bridge otherwise\n mode = \"awsvpc\"\n vpc_id = module.network.vpc_id\n subnets = module.network.subnet_public_ids\n security_groups = [module.network.security_group_public_id]\n }\n}\n\n\nRun terraform apply\nCheck that the service is running on the appropriate domain name, if it is you will see a holding page.\nUpdate the slackbot token at /\u003cenvironment\u003e-\u003capplication\u003e/notifications/slack-token in AWS SSM\nIf configured with a GitHub repository add a deployment workflow to the repo,\notherwise you need only authenticate using the details under /\u003cenvironment\u003e-\u003cname\u003e/deployer/access_*\nand push a built docker image to the\n\nGitHub deployment workflow (Application Only)\nname: Deploy\non:\n push:\n branches: [main]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to.\n\njobs:\n # Include any tests or audits in jobs prior to detect-environments.\n detect-environments:\n runs-on: ubuntu-latest\n needs: [] # Add any previous jobs here\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [detect-environments]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n - run: |\n sudo apt-get update\n sudo apt-get install -y rsync\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n - uses: aws-actions/amazon-ecr-login@v1\n - run: docker pull $DOCKER_REPO:latest\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n - run: docker push $DOCKER_REPO:latest\nAdd a new background task\nTo create a new background task in the terraform configuration, you will need to know the following:\n\n\nThe GitHub repository (under the digital-land organisation) hosting the task code.\nA list of events that should trigger a background task run (currently only s3 events are supported).\nAn estimate of the memory usage of the task.\nA list of the task environment variables.\nIf the task needs access to the SQLite or MBTiles files.\n\nAdd a new section to variables.tf under locals.task_defaults, replacing attributes as required.\n\u003cname\u003e = {\n // The GitHub repository that hosts the background task code\n github_repository = \"\u003corganisation\u003e/\u003crepository\u003e\"\n\n // Set to true if the GitHub repository contains both a\n // background task and an application.\n github_repository_dual = false\n\n // The resources needed per background task invocation\n resources = {\n memory = 8192\n cpu_credits = 1024\n }\n\n // A map of the events that should trigger this task\n triggers = {\n entity-uploaded = {\n // The events that trigger the task\n events = [\"PutObject\", \"CompleteMultipartUpload\"]\n // The S3 bucket to watch for events\n bucket = \"${var.stage}-collection-data\"\n // The keys of S3 objects to watch for\n watch = [\"/entity-builder/dataset/entity.sqlite3\"]\n }\n }\n}\n\n\nAdd a new task block in main_tasks.tf, replacing attributes as required.\n\nmodule \"task_\u003cname\u003e\" {\n source = \"./modules/application-task\"\n\n // Application name\n name = \"\u003cname\u003e\"\n\n // The environment this task is deployed to (do not change)\n stage = var.stage\n\n // All resources created by this module with have their names\n // prefixed with the string here.\n resource_prefix = \"${var.stage}-\u003cname\u003e\"\n\n // The ECS cluster this task is deployed to\n cluster = module.cluster.cluster\n // Tags associated with\n tags = module.tags.computed\n // The environment variables to expose to the task\n environment = merge(\n module.storage.environment,\n local.tasks[\"\u003cname\u003e\"].environment,\n )\n // The stored secrets to inject into the task environment\n secrets = module.storage.secrets\n // var.deployment_approval set to a list of users will enforce approvals\n // to deploy to this environment\n deployment_approval = var.deployment_approval\n\n // These are set via the `locals.task_defaults` section in `variables.tf`\n github_repository = local.tasks[\"\u003cname\u003e\"].github_repository\n github_repository_dual = local.tasks[\"\u003cname\u003e\"].github_repository_dual\n triggers = local.tasks[\"\u003cname\u003e\"].triggers\n instances = local.tasks[\"\u003cname\u003e\"].instances\n resources = local.tasks[\"\u003cname\u003e\"].resources\n\n // EFS volumes to mount for this task\n volumes = {\n datasets = merge(\n module.storage.files.datasets,\n // Add this if you wish the volume to be mounted read-only\n {\n readonly = true\n }\n )\n }\n\n // Additional IAM permissions, see `outputs.tf` in `modules/storage`\n // for a list of permissions\n additional_permissions = merge(module.storage.permissions.efs_read)\n\n network = {\n vpc_id = module.network.vpc_id\n subnets = module.network.subnet_public_ids\n security_groups = [module.network.security_group_public_id]\n }\n}\n\n\nRun terraform apply\nIf configured with a GitHub repository add a deployment workflow to the repo,\notherwise you need only authenticate using the details under /\u003cenvironment\u003e-\u003cname\u003e/deployer/access_*\nand push a built docker image to the\n\nGitHub deployment workflow (Task Only)\nname: Deploy\non:\n push:\n branches: [main]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to.\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [detect-environments]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n - run: |\n sudo apt-get update\n sudo apt-get install -y rsync\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n - uses: aws-actions/amazon-ecr-login@v1\n - run: docker pull $DOCKER_REPO:latest\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n - run: docker push $DOCKER_REPO:latest\nDeploy a Task and Application\nTo deploy both a task and application from the same repository, use the following two github actions workflows.\n.github/workflows/deploy-application.yml\nname: Deploy Application\n\non:\n push:\n branches: [main]\n # Put a path here for the folder to watch for changes\n paths: [application/]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to (select an -application environment).\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name).filter(e =\u003e e.indexOf('-application') != -1)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [ detect-environments ]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n\n - run: |\n curl \"https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\"\n unzip -q awscliv2.zip\n sudo ./aws/install --update\n sudo apt-get update\n sudo apt-get install -y rsync\n\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n\n - uses: aws-actions/amazon-ecr-login@v1\n\n - run: docker pull $DOCKER_REPO:latest || echo \"no current latest image\"\n\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n working-directory: ./application\n\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n\n - run: docker push $DOCKER_REPO:latest\n.github/workflows/deploy-task.yml\nname: Deploy Task\n\non:\n push:\n branches: [main]\n # Put a path here for the folder to watch for changes\n paths: [task/]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to (select an -application environment).\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name).filter(e =\u003e e.indexOf('-application') != -1)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [ detect-environments ]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n\n - run: |\n curl \"https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\"\n unzip -q awscliv2.zip\n sudo ./aws/install --update\n sudo apt-get update\n sudo apt-get install -y rsync\n\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n\n - uses: aws-actions/amazon-ecr-login@v1\n\n - run: docker pull $DOCKER_REPO:latest || echo \"no current latest image\"\n\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n working-directory: ./task\n\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n\n - run: docker push $DOCKER_REPO:latest\nRDS autoscaling\nRDS database autoscaling is now enabled in all aws environments. The autoscaling_min_capacity \u0026 autoscaling_max_capacity are \nconfigure in the .config.\u003cenv\u003e.tfvars terraform config file.\nThe below config will create at least one writer and one reader node instance. A maximum of 3 additional reader node will be created \nbased on the autoscaling policy which default set to 70% CPUUtilization.\nresources = {\n database = {\n count = 2\n class = \"db.t4g.large\"\n autoscaling_enabled = true\n autoscaling_min = 0\n autoscaling_max = 3\n performance_insights_enabled = true\n }\nSynthetics Canaries\nThere are 4 canaries created in each aws environment. datasette , datasette-tiles, status, www\nThese are healthchecks to ensure the defined endpoints are returning status code within the range of 200 - 299, otherwise it will raised an aws alarm.\nThe canary template is written in node.js\nconst { URL } = require('url');\nconst synthetics = require('Synthetics');\nconst log = require('SyntheticsLogger');\nconst syntheticsConfiguration = synthetics.getConfiguration();\nconst syntheticsLogHelper = require('SyntheticsLogHelper');\nconst { hostname } = require('os');\n\nconst loadBlueprint = async function () {\n\n // Set screenshot option\n let takeScreenshot = ('${enablescreenshot}' === 'true')\n /* Disabling default step screen shots taken during Synthetics.executeStep() calls\n * Step will be used to publish metrics on time taken to load dom content but\n * Screenshots will be taken outside the executeStep to allow for page to completely load with domcontentloaded\n * You can change it to load, networkidle0, networkidle2 depending on what works best for you.\n */\n syntheticsConfiguration.disableStepScreenshots();\n syntheticsConfiguration.setConfig({\n continueOnStepFailure: true,\n includeRequestHeaders: true, // Enable if headers should be displayed in HAR\n includeResponseHeaders: true, // Enable if headers should be displayed in HAR\n restrictedHeaders: [], // Value of these headers will be redacted from logs and reports\n restrictedUrlParameters: [] // Values of these url parameters will be redacted from logs and reports\n\n });\n\n let page = await synthetics.getPage();\n\n let hostnames = [];\n if ('${appname}' == \"www\") {\n hostnames = ['https://${hostname}','https://${hostname}/dataset','https://${hostname}/entity','https://${hostname}/map','https://${hostname}/docs','https://${hostname}/entity.json?limit=10','https://${hostname}/dataset.json'];\n takeScreenshot = false;\n } else {\n hostnames = ['https://${hostname}'];\n }\n\n for (const url of hostnames) {\n await loadUrl(page, url, takeScreenshot);\n }\n};\n\n// Reset the page in-between\nconst resetPage = async function(page) {\n try {\n await page.goto('about:blank',{waitUntil: ['load', 'networkidle0'], timeout: 30000} );\n } catch (e) {\n synthetics.addExecutionError('Unable to open a blank page. ', e);\n }\n}\n\nconst loadUrl = async function (page, url, takeScreenshot) {\n let stepName = null;\n let domcontentloaded = false;\n\n try {\n if (url.includes(\"/entity.json?limit=10\")) {\n stepName = \"Entity API Check\";\n }\n else if (url.includes(\"/dataset.json\")){\n stepName = \"Dataset API Check\";\n }\n else {\n stepName = url;\n }\n } catch (e) {\n const errorString = 'Error parsing url:' + url + e;\n log.error(errorString);\n /* If we fail to parse the URL, don't emit a metric with a stepName based on it.\n It may not be a legal CloudWatch metric dimension name and we may not have an alarms\n setup on the malformed URL stepName. Instead, fail this step which will\n show up in the logs and will fail the overall canary and alarm on the overall canary\n success rate.\n */\n throw e;\n }\n\n await synthetics.executeStep(stepName, async function () {\n const sanitizedUrl = syntheticsLogHelper.getSanitizedUrl(url);\n\n /* You can customize the wait condition here. For instance, using 'networkidle2' or 'networkidle0' to load page completely.\n networkidle0: Navigation is successful when the page has had no network requests for half a second. This might never happen if page is constantly loading multiple resources.\n networkidle2: Navigation is successful when the page has no more then 2 network requests for half a second.\n domcontentloaded: It's fired as soon as the page DOM has been loaded, without waiting for resources to finish loading. Can be used and then add explicit await page.waitFor(timeInMs)\n */\n const response = await page.goto(url, { waitUntil: ['domcontentloaded'], timeout: 30000});\n if (response) {\n domcontentloaded = true;\n const status = response.status();\n const statusText = response.statusText();\n\n logResponseString = 'Response from url:' + sanitizedUrl + 'Status:' + status + 'Status Text:' + statusText;\n\n //If the response status code is not a 2xx success code\n if (response.status() \u003c 200 || response.status() \u003e 299) {\n throw new Error('Failed to load url: ' + sanitizedUrl);\n }\n } else {\n const logNoResponseString = 'No response returned for url: ' + sanitizedUrl;\n log.error(logNoResponseString);\n throw new Error(logNoResponseString);\n }\n });\n\n // Wait for 15 seconds to let page load fully before taking screenshot.\n if (domcontentloaded \u0026\u0026 takeScreenshot) {\n await page.waitFor(15000);\n await synthetics.takeScreenshot(stepName, 'loaded');\n await resetPage(page);\n }\n};\n\nlet hostnames = [];\n\nexports.handler = async () =\u003e {\n return await loadBlueprint();\n};\naws alarm status\n\n\nOK - The metric or expression is within the defined threshold.\nALARM - The metric or expression is outside of the defined threshold.\n\nThe canary alarm condition is currently set to SuccessPercent \u003c 100 for 2 datapoints within 10 minutes\n","url":"/infrastructure.html"},"12":{"title":"How-to Guides","content":"How-to Guides\nThis document contains some useful how-to guides.\nPython versions on WSL2\nWhile these notes are mainly aimed at WSL2 users, these notes equally apply to any recent Ubuntu installation.\nThe pipeline currently runs on Python 3.8, so this is the version developers should run. Ubuntu 22.04\n(Jammy Jellyfish) - which is the latest version used by WSL2 at the time of writing (January 2024) does not include\na package for python 3.8.\nUsing Python 3.8\nThe easiest way to install python 3.8 is from the deadsnakes repository.\n$ sudo add-apt-repository ppa:deadsnakes/ppa\n$ sudo apt install python3.8\n$ sudo apt install python3.8-venv\nThen create virtual environment for Python 3.8 with\npython3.8 -m venv such as\n$ python3.8 -m venv .venv --clear --prompt $(basename $(pwd))\nTo check that the virtual environment is indeed using Python 3.8 run\n$ source .venv/bin/activate\n$ python -V\nWhich should display Python 3.8.18\nUsing a later version too\nEven with python3.8 installed, the later (system) version of python will still be installed. In fact, this\nwill be the default version of python (unless someone has tinkered with the system). From ouside of any\nvirtual environment python -V should report the later version (currently Python 3.10.12).\nVirtual environments can be created for this version with python -m venv as usual.\nIt’s worth noting that the system version of python can change with a Ubuntu update. If a specific version is required,\nit would be best to install it from deadsnakes in a similar way to installing 3.8.\n","url":"/HowTos.html"},"14":{"title":"Documentation","content":"Documentation\n\n\n !\n \n Warning\n Documentation needs review and may contain inaccuracies \n \n\nOverview\nThe core value proposition of Digital Land is to present Geographical Information System (GIS) data, in the form of static artifacts and API endpoints, to relevant consumers. The data served will primarily be focused around that which would impact UK planning applications in the short or long term.\nThis data is ingested from various third parties, including central government, local government and third party sources (e.g. ordinance survey). This data is ingested via HTTP/S polling and transformed into a data set artifacts which are then served through the digital land website and digital land API. The frequency of this polling is currently once per day, and is triggered via Github Actions run against the Github repository for a specific collection\nArchitecture\nView the latest architecture page for system architecture models.\nInfrastructure\n\n\nHeroku (dashboard, design system, performance dashboard, data manager)\nAWS (digital-land.info, datasettee, image repositories, S3, databases)\n\nView the infrastructure page for more details.\nData Collection\n\nPipeline run process\nFor a collection that executes via Github Actions, the execution flow is defined within ./.github/workflows/run.yml\nThe typical execution flow for a pipeline might look like:\n1. Update makerules\n2. Commit updated makerules\n3. Install dependencies\n4. Fetch dataset files from S3\n5. Run the collector\n6. Commit collection\n7. Update the collection dataset\n8. Commit updated collection\n9. Push collection files to S3\n10. Run the pipeline to make the dataset\n11. Commit harmonised files\n12. Push dataset files to S3\nUpdate and commit makerules\n\n\nMakefile rules are version controlled within https://github.com/digital-land/makerules/\nFor the collection repos these definitions are refreshed as the first stage of the pipeline run, and committed to the collection repository\n\nInstall dependencies\n\n\nInstall the collector and associated python dependencies defined within the collector repository (typically within requirements.txt or setup.py)\nIf specification files are defined for this collector, they are also refreshed from the specification repo on Github.\n\nFetch dataset files from S3\n\n\nExisting dataset files are fetched from S3 via aws s3 sync\nThese represent the output of previous pipeline runs\n\nRun the collector\n\n\nEntrypoint for collector is typically in makerules/collection.mk\n\n\nThis will call through to the collect entrypoint contained within the digital-land cli\n\nPassed into this command will be the path to the CSV file containing endpoints to be polled for this collection.\nFor each poll, if the poll doesn’t terminate in an error condition, the raw payloads fetched will be saved in collection/log/\u003ciso-date\u003e/\u003chash\u003e.\u003cextension\u003e\n\n\nwhere \u003ciso-date\u003e is the ISO 8601 Calendar date with day of month and \u003chash\u003e is the SHA256 hash of the content returned from the poll.\n\n\nCommit collection\n\n\nThe collection folder, containing the raw payloads fetched in the previous step are committed to the collection repository, and pushed to the upstream remote in Github\n\nUpdate the collection dataset\n\n\nThis step updates the collection/log.csv and collection/resource.csv files\n\n\ncollection/resource.csv contains a record of the latest attempt to update a collection, with the hash and size of the result, along with organization type, endpoints polled and start and end date\ncollection/log.csv contains records corresponding to every attempt made to poll and endpoint, the content type, status code, start date, end date and time taken\n\nA new make entrypoint is added to the local collection/pipeline.mk which serves this dataset\n\nCommit updated collection\n\n\nThe collection folder, containing the files modified in the previous step are committed to the collection repository, and pushed to the upstream remote in Github\n\nPush collection files to S3\n\n\nThe collection folder, containing the files modified in the previous steps are pushed up to the collection S3 bucket\n\nRun the pipeline to make the dataset\n\n\nThe make dataset target is defined in collection/pipeline.mk in the collection, and dynamically generated by digital-land collection-pipeline-makerules in the digital-land CLI\n\n\nIf the pipeline runs in AWS Batch then the Makefile will probably invoke make dataset via this script\n\nmake dataset invokes the build-dataset and run-pipeline make macros (defined in makerules/pipeline.mk) on each resource existing for that collection\nEach makefile target invokes a particular digital-land CLI entrypoint\n\n\nrun-pipeline make macro -\u003e digital-land pipeline: orchestrates the transformation pipeline that runs on the data\n\u003c!– * It will instantiate pipeline-specific instances of: –\u003e\n\u003c!– * Organisation –\u003e\n\u003c!– * Issues –\u003e\n\u003c!– * Collection –\u003e\n\u003c!– * patches –\u003e\n\u003c!– * Converter –\u003e\n\u003c!– * Normaliser –\u003e\n\u003c!– * Mapper –\u003e\n\u003c!– * Filterer –\u003e\n\u003c!– * Harmoniser –\u003e\n\u003c!– * Transformer –\u003e\n\u003c!– * Lookup –\u003e\n\u003c!– * Slugger –\u003e\nIt will operate on the data using the following (in-order) operations:\n\n\nconvert - Converts all data to CSV format and exposes as a stream\nnormalise - Normalise whitespace, strip null characters \u0026 blank lines\nline_conversion - Standardise CSV line endings as CRLF as defined in CSV specification\nmapping - Map field names to those of desired outputs\nAlso contains hard-coded hack for GeoX and GeoY some people get them the wrong way round (only co-constraint here)\nfiltering - Filter data based on pipeline-specific regex filter patterns\nharmonisation - Fix value types\nApply co-constraints\nApply patches to values\nProduces issue.csv\ntransform - migration of fields\nlookup - Looking up entity numbers from pipeline/lookup.csv\nslugger - Generate slug for row\n\nbuild-dataset make macro -\u003e\ndigital-land load-entries will load the artifacts and insert them into a local sqlite3 database\ndigital-land build-dataset is an interface to serialize data from a local sqlite3 database\n\n\nIt queries the database via the slugs table to discover which data sources it will attempt to update\nIt then rebuilds the Entity instances from Slug‘s added to the sqlite database from a snapshot.\nSome pipelines will have schema added from within specification/schema.csv.\n\u003c!– This doesn’t seem to do anything right now but might do something in the subclassed Entity instances? –\u003e\nThe Entity instances are then serialized to disk as a CSV file\n\n\n\nCommit harmonised files\nIf harmonised stage is run (currently only run against brownfield-land-collection) output files are commited to the collection repository\nPush dataset files to S3\nFiles generated by the pipeline run are pushed to:\n* collection S3 bucket:\n * CSV output: s3://{collection bucket name}/{collection repository}/{dataset}/{dataset}.csv\n * sqlite3 output: s3://{collection bucket name}/{collection repository}/{dataset}/{dataset}.sqlite3\n* hoisted S3 bucket\n * CSV output with json keys as top-level CSV fields: s3://{hoisted bucket name}/{dataset}-hoisted.csv\nAnatomy of a collection repository\nInputs\n\n\ncollection/source.csv — the list of data sources by organisation, see specification/source\ncollection/endpoint.csv — the list of endpoint URLs for the collection, see specification/endpoint\ncollection/resource/ — collected resources\ncollection/resource.csv — a list of collected resources, see specification/resource\n\nOutputs\n\n\ncollection/log/ — individual log JSON files, created by the collection process\ncollection/log.csv — a collection log assembled from the individual log files, see specification/log\ncollection/resource.csv — a list of collected resources, see specification/resource\nfixed/ — contains amended resources that previously could not be processed\nharmonised/ — The output of the harmonise stage of the pipeline\n/var/converted/ - contains CSV files (named by hash of resource) with outputs of intermediary steps to create transformed/ file\n\nExecution Environment\nCurrently most of the pipeline is triggered via Github Actions which are triggered on a daily basis.\nThe collection repositories each have a workflow defined in .github/workflows/run.yml that is triggered at 00:00 (UTC)\nThe builder repositories have a workflow defined in .github/workflows/run.yml that is triggered on the assumption that the collection repositories have finished. The entity-builder is triggered at 04:45 (UTC) and the digital-land-builder is triggered at 05.00 (UTC)\nSome of these more long-running jobs have been moved over to AWS Batch, but most of these have been migrated back to Github Actions\n\n\nMonitoring\n\n\nPipeline status dashboard: https://digital-land-dashboard.herokuapp.com/\ndigital-land.info service is also instrumented with Sentry\n\nServices\nUser-Facing Services\n\n\ndigital-land.info service repo\nperformance.digital-land.info service repo\ndata-manager.digital-land.info service repo\nfeedback.digital-land.info service repo\n\nUser-Facing Service Libraries\n\n\nhttps://github.com/digital-land/digital-land-frontend\n\nDatasettee\n\n\nSelf-hosted\nBuilt via https://github.com/digital-land/datasette-builder/\nIngests pipeline outputs as .sqlite3 database artifacts\n\nData model\nDomain Terminology\n\n\nEntity\nFact\n\nEntity\nAn Entity is the basic unit of data within the platform. It can take on one of many types defined by digital-land/specification/typology.csv. An entity has the following attributes:\n\n\nentity - incrementing numeric ID, manually assigned on ingest, different numeric ranges represent different datasets, primary key on entity table in SQLite and Postgis databases\nstart-date - optional, date at which entity comes into existence (not date at which entity is created within data platform)\nend-date - optional, date at which entity ceases to exists\nentry-date - optional, date at which entity was first collected\ndataset - optional, name of dataset (which should correspond to dataset field in digital-land/specification/dataset.csv to which entity belongs\ngeojson - optional, a JSON object conforming to RFC 7946 specification which specifies the geographical bounds of the entity\ntypology - optional, the type of the entity which should correspond to the typoology field in digital-land/specification/typology.csv\njson - optional, a JSON object containing metadata relating to the entity\n\nFact\nA Fact is a piece of information relating to an entity. Entities are generated from a list of facts relating to an entity, in the future these will be applied by an order of prescidence according to their source. A fact has the following attributes:\n\n\n\n\nfact - UUID, primary key on fact table in database\nentity - optional, numeric ID, entityto which fact applies\nstart-date - optional, date at which fact begins to apply (not date at which fact is created within data platform)\nend-date - optional, date at which fact ceases to apply\nentry-date - optional, date at which fact was first collected\n\nProcesses\nWKT Boundary Validation\nWhen normalising a WKT entity, it is validated by checking whether it lies within a boundary. The default boundary is a bounding box of England, but a custom boundary can be input into the normalise function to be used instead. The custom boundary is required to be a WKT of type Polygon or MultiPolygon. If there is no custom boundary, or if the custom boundary is of the wrong type, the default bounding box of England is used for validation.\nList of Datasets\nExternal Links\nLive Site\n\n\nDigital Land homepage\nDigital Land API Documentation\nDigital Land Guidance\n\nUseful Repositories\n\n\nDigital Land CLI Repository\nDigital Land Makerules Repository\nDigital Land Specification Repository\nDigital Land AWS batch Dockerfile and entrypoints\n\nOther Documentation\n\n\nLiving Document\n\n","url":"/documentation/"},"15":{"title":"Run Book","content":"Run Book\nThis document contains some basic instructions for fixing common issues encountered operating the service.\nOutage Procedure\nWhen an outage occurs the following process should be followed.\n\n\nPost a message into the team chat in slack\n\n\nReplace AFFECTED_APPLICATIONS with a list of services that are down\nReplace MEET_LINK with a google meet link create a new one here\nReplace INCIDENT_RESPONSE_DOCUMENT with a google doc link create a new one here\n\n\n@here *Service Outage*\n\nAFFECTED_APPLICATIONS\n\nMEET_LINK\n\nINCIDENT_RESPONSE_DOCUMENT\n\n\nAll team members must join the google meet link and begin documenting the outage.\n\nResolving an outage is an iterative process that should be improved with the lessons learnt from the previous outages.\nIt is suggested that the outage document contain the following headers to direct work appropriately. This is provided in Markdown to allow for easier updating of this Run Book.\n### Outage - APPLICATION - DATE (YYYY-MM-DD)\n\n#### In attendance\n\n* A list of people who have responded to the outage and the roles they have taken\n\n#### Description\n\nA brief description of the outage, including affected services\n\n#### Running log\n\nPut timestamped entries under here including actions, observations, etc.\n * Action **TIME We did x.**\n * Observation **TIME We observed that x happened.**\n\n#### Postmortem\n\nA few paragraphs explaining the root cause of the issue and what measures have been taken to mitigate\nfurther instances.\n\nOutage Roles:\n\n\nScribe The role of scribe is to maintain the incident report document during diagnosis and resolution of the outage.\n\n\nRequires edit access to the google document tracking the incident.\nRequires read-write access to the technical documentation repository.\n\nObserver The role of observer is to keep track of changes made to application and infrastructure code, approving\nany pull requests where needed.\n\n\nRequires read-only access to the AWS account hosting the applications that are experiencing an outage.\nRequires read-write access to any GitHub repositories hosting code for the applications that are experiencing an outage.\n\nActor The role of actor is to be the only person who makes changes to application code and deployed infrastructure.\n\n\nRequires read-write access to the AWS account hosting the applications that are experiencing an outage.\nRequires read-write access to any GitHub repositories hosting code for the applications that are experiencing an outage.\n\n\nIt is worth checking the incident response history\nOnce the outage has been resolved it is a good idea to take a break before reflecting on the outage and completing the\npostmortem section of the document. Once the document is complete, the contents must be copied under the section\nIncident Response History for future reference, taking care to remove any secret\ninformation from the document.\nCommon Issues\nTBA\nIncident Response History\nOutage - Datasette - 2024-08-23\nDescription\nOver night we had requests on the providers site which used datasette to access data. the url used is\ndatasette.planning.data.gov.uk. The datasette application was reporting 502 errors implying that the serve was down.\nRunning log\n* At around 03:00 AM and 07:00AM the requests were made and sentry reported the events to the notification channel\n* At 08:00AM the infrastructure team reacted to and investigates these errors. It was found that the application\nhad automatically reset itself and the site was back up and operational.\nPostmortem\nUnder further investigation it was identified that the traffic was mostly due to crawlers on the providers site. The providers team will\nbe adding a robots.txt file to the service to stop this traffic in the future.\nThe datasette outage was due to datasets being updated overnight. when data is added to the source it can cause the application to\nrestart especially when requests are being made at the same time. we will investigate further to identify if this can be solved\nin the current set up but there are already plans to replace datasette to support the providers service which will remove these errors.\nWe will continue to monitor the impact of these errors after the robots.txt is implemented.\nThe smoke tests did not trigger an alarm implying that the service was never down for ten minutes and had fixed itself.\nOutage - Check Service - 2024-07-17\nIn attendance\nAsync on Slack:\n\n\nOwen Eveleigh\nBen Hodgkiss\nErnest Man\nChris Cundill\nGeorge Goodall\n\nDescription\nThe Planning Data Check Service is not available - and is returning an error page.\nRunning log\nOn (2024-07-17)\n\n\nBen Hodgkiss noticed a canary alarm in Slack that the Check service canaries had failed twice at 9:17 and 9:27 am (BST).\nOnce noticing, Owen Eveleigh was informed. After an initial investigation, an incident was declared.\nErnest Man and Chris Cundill began to perform the full investigation of the issue, working alongside George Goodall for any identified application problems.\nThe issue was identified as an intermittent front-end application issue. As a short-term fix, the app was restarted.\nAt 11:46am, the Check service was back online.\nFurther investigations and fixes will be carried out to do a long-term fix to the identified issue.\n\nPostmortem\nTo be completed once incident completed.\nOutage - Title boundaries not displayed on Map\nIn attendance\nAsync on Slack:\n\n\nPaul Downey\nChris Cundill\n\nDescription\nPaul Downey reported that he couldn’t find any title boundaries on our map and observed from the browser console that it\nappears as though the titles requested are not found (return 404 errors).\n\nRunning log\nOn (2024-07-12)\n\n\nPaul Downey reported the issue on Slack, asking for it to be investigated after the weekend, on Monday.\n\nOn (2024-07-15)\n\n\nChris Cundill began investigating. Following discussion with Owen Eveleigh, it appears that the job to populate\ndatasette tiles with title boundaries may not be functioning normally and therefore has resulted in no map tile data\nfor title boundaries.\nAfter investigating the system containers responsible for populating datasette tiles, an ECS task was identified as\nthe system container responsible for building map tile data for datasette tiles. The ECS task is triggered by a\nCloudtrail event (originating from S3) via EventBridge.\n\n\nThe source code for the ECS task is at Tiles Builder GitHub repo\nThe EventBridge rule is named production-datasette-tile-builder-entity-uploaded-trigger\nThe ECS task definition is named production-datasette-tile-builder-task\n\nHaving not found any logging from the ECS task, the AWS S3 CLI was used to re-upload the .sqlite3 file for the\ntitle-boundary dataset to thus trigger an invocation of the ECS Task\n\n\nThe upload did not result in an invocation of the ECS Task so the Cloudtrail event log was consulted\nIt was observed that the requestParameters were truncated in the Cloudtrail event which means the event pattern in\nthe EventBridge rule would not have matched\nExamples of (CompleteMultipartUpload) events for other datasets were found from previous logs which did include\nthe full requestParameters and would therefore match the EventBridge rule pattern\n\n\nOn (2024-07-16)\n\n\nAfter reviewing these findings, the following change to the event pattern was proposed…\n\nCurrent\n {\n \"detail\": {\n \"eventName\": [\"PutObject\", \"CompleteMultipartUpload\"],\n \"eventSource\": [\"s3.amazonaws.com\"],\n \"requestParameters\": {\n \"bucketName\": [\"production-collection-data\"],\n \"key\": [{\n \"suffix\": \".sqlite3\"\n }]\n }\n },\n \"detail-type\": [\"AWS API Call via CloudTrail\"],\n \"source\": [\"aws.s3\"]\n }\nProposed:\n {\n \"detail\": {\n \"eventName\": [\"PutObject\", \"CompleteMultipartUpload\"],\n \"resources\": {\n \"type\": [\"AWS::S3::Object\"],\n \"ARN\": [{\"wildcard\": \"arn:aws:s3:::production-collection-data/*.sqlite3\"}]\n }\n },\n \"source\": [\"aws.s3\"]\n }\n\n\nWe agreed to go ahead with the proposed changes but also noted that the input parameters used by these jobs would\nneed to be changed since the bucket name and key are no longer available separately but only as part of the overall S3\nObject ARN. The knock-on effect is that the ECS tasks using these EventBridge triggers also need to be adapted to\nwork with an ARN instead of a separate bucket name and bucket key.\nThe following changes have been made:\n\n\ndigital-land/tiles-builder/pull/15\n\nThe EventBridge trigger for tiles-builder was changed manually in the development environment and tested by updating\none of the dataset sqlite files.\n\nOn (2024-07-17)\n\n\nNext, the Terraform changes for the EventBridge rule must be made. Since all EventBridge rules are managed as a collection by the same module, it became apparent that it would also be necessary to adapt the other ECS tasks for the ARN parameter:\n\n\ndigital-land/digital-land-postgres/pull/16\ndigital-land/digital-land-efs-sync/pull/4\n\nThe Terraform change was applied to the development environment and tested before proceeding to production.\n\n\nStaging environment was skipped since it was occupied with an ongoing development change which wasn’t quite ready for production yet\n\nThe Terraform change was applied to production, and the following ECS task images were published to ECR in production:\n\n\ntiles-builder\ndigital-land-postgres (ECS task named sqlite-ingestion)\ndigital-land-efs-sync (usually just referred to as efs-sync)\n\nThe S3 upload event was tested first on a smaller dataset: agricultural-land-classification-collection\n\n\nAll three ECS tasks were triggered normally and succeeded\n\nUnfortunately the first few attempts to upload the title-boundary dataset (15 GiB) (to trigger an S3 upload event) failed due to authentication session timeouts\n\nOn (2024-07-18)\n\n\n7:30 - First upload failed (about 75% the way through) due to authentication session timeouts again\n9:30 - Thankfully the second upload of the day succeeded (14.9 GiB)\nAll ECS tasks were fired after the S3 upload event, including the critical datasette-tiles-builder task. However, it seems hashing has prevented it from proceeding to write data…\n\n2024-07-18T09:56:21.658+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: running with settings: S3_BUCKET=production-collection-data, S3_KEY=title-boundary-collection/dataset/title-boundary.sqlite3, DATABASE=title-boundary.sqlite3, DATABASE_NAME=title-boundary\n2024-07-18T09:56:21.658+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: checking lock\n2024-07-18T09:56:21.661+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: no current lock-title-boundary\n2024-07-18T09:56:21.674+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: removing existing temporary tiles\n2024-07-18T09:56:21.679+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: attempting download from s3://production-collection-data/title-boundary-collection/dataset/title-boundary.sqlite3\n2024-07-18T09:59:02.788+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: finished downloading from s3://production-collection-data/title-boundary-collection/dataset/title-boundary.sqlite3\n2024-07-18T09:59:02.799+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: building tiles\n\n\nAdded a new flag parameter to the datasette-tiles-builder task to control whether a hash check should be performed.\n\n\nDisabling the check can be useful in the scenario where a rebuild of tile data is required even when SQLite data has not changed.\n\nAfter deploying the new version of datasette-tiles-builder task, it was triggered manually by creating an ECS task.\n\n\nThe manual trigger included the new flag to disable the hash check\n\nUnfortunately, despite skipping the hash check, a new problem materialised with generating a hash of the SQLite file\n\n\nThe root cause of this problem is not known. Low disk space might be one issue. No error materialised in logs.\nInstead of addressing the root cause, it was decided that an option would be introduced to disable hash generation.\n\nAnother new flag parameter was added to the datasette-tiles-builder task to control whether hash generation should be performed.\n\n\nDisabling the check can be useful in the scenario where a rebuild of tile data is required even when SQLite data has not changed.\n\nAfter deploying the new version of datasette-tiles-builder task, it was triggered manually by creating an ECS task.\n\n\nThankfully, this time the task succeeded.\nMap tile data for title boundaries was written to EFS for Datasette Tiles and, ultimately, the Map website to use\n\n\nPostmortem\nComing soon. Postmortem session to be arranged by Gordon Matchett.\nIn the meantime, here are few thoughts from Chris C relating to some questions received via Slack:\nHow long has this been happening?\nUnsure. The problem occurred because AWS truncated event data, which was actually a knock on effect from the size\nof the title boundary dataset.\nWhat was the impact on users?\nTitle boundary data was not displayed on the Map search feature of the Planning Data website.\nHow can we recognise this in the future?\nGet notified when an event-based ECS task fails to fire/execute.\nWhat steps are we taking to ensure it doesn’t happen again, or we can respond more quickly?\nWe could do the following:\n\n\nadd better error handling in the main shell scripts\nsetup an alarm and alert for when an event-based ECS task fails to fire/execute\nsetup another alarm and alert for when an event-based ECS task encounters an error\nhave smoke tests in production which check for the presence of expected datasets, e.g. ensure the map has some title boundaries\n\nOutage - Config data missing in datasette - 2024-07-08\nIn attendance\nAsync on Slack:\n\n\nPaul Downey\nOwen Eveleigh\nChris Johns\n\nDescription\nPaul Downey reported that the datasette column table only had three entries. There was a concern that this data may affect pipeline data, such as brownfield land.\nRunning log\nOn (2024-07-08)\n\n\nPaul Downey reported the issue on Slack.\nOwen Eveligh and Chris Johns began investigating. Owen began to look specifically at the brownfield land data to confirm the issue.\n\nPostmortem\nTo be completed once incident closed.\nOutage - digital-land tables down on Datasette - 2024-07-04\nIn attendance\nAsync on Slack:\n\n\nGreg Slater\nPaul Downey\nOwen Eveleigh\nErnest Man\n\nDescription\nGreg Slater noticed that some of the digital-land tables were showing an “Invalid SQL” error when attempting to load on datasette. In particular, digital-land.organisation was noted as being down. The error page shown notes a “disk I/O error”.\nRunning log\nOn (2024-07-04)\n\n\nGreg Slater reported the issue as a query on the Planning Data Slack channel.\nMultiple users confirmed that this was a widespread issue.\nErnest Man and Owen Eveleigh were deployed to fix the issue.\nFour containers hosting datasette were restarted. Upon restart, the webpages were available.\nOwen Eveleigh reported that this was due to a glitch found as digital_land.sqlite3 had caused very high CPU and memory usage on the containers, causing the SQL error to show\nAt this stage, the incident was closed, although there will be additional monitoring over the subsequent days to confirm no repeat of the issue.\n\nPostmortem\n\n\nThis incident was unexpected and deemed to be of a low risk of reoccurence.\nThe primary concern was that the incident was not known until anecdotally discovered by the team.\nA ticket has been raised in the backlog to introduce canaries and other alerts to some of the key digital-land database tables. Once completed, these should alert the relevant teams that they are returning an error.\n\nOrganisation-collection is not updating local authority data - 2024-06-24\nIn attendance\nAsync on slack:\n\n\nPaul Downey\nOwen Eveleigh\nChris Johns\n\nDescription\nPaul Downey made some changes to the local-authority.csv to update the regions of local authorities. After the pipeline process ran for two days, the data was not being updated on Datasette or planning.data.gov.uk.\nRunning log\nOn (2024-06-25)\n\n\nPaul Downey encountered the issue the previous day and reported it on the Slack channel.\nChris Johns investigate the issue and believed it was connected to a prior piece of work.\nOwen Eveleigh and Chris Johns identified the ikely cause of the issue was due to update to the data being incorrect. Entry-date field had been included previously where it should not have been.\nOwen Eveleigh made the decision that to fix this issue, we would remove entry-date from all organisation csv files (including local-authority.csv) and we will retire all the resources that contain the entry-date column, as these contain the error.\n\nOn (2024-06-26)\n\n\nChris Johns removed the entry-date from the files. \nA second issue was discovered relating to how the organisation.csv file is generated. The recent change downloads the files used to generate it from AWS. However caching of the files meant that this could download outdated copies rather than the ones just generated. \nThis step was then modified to get files directly from the S3 bucket.\n\nOn (2024-06-27)\n\n\nChris Johns reported that the overnight process had worked correctly and as expected. \nThe incident was closed at this time, however enhanced monitoring will continue for the next few days, especially when we are notified that a data change is being made.\nA RCA and postmortem will be led by Gordon Matchett, and updated below.\n\nPostmortem\n\n\nTo be completed by Gordon Matchett.\n\nPlanning.data.gov.uk 502 encountered when loading entity - 2024-06-07\nIn attendance\n\n\nPaul Downey\nSamriti Sadhu\n\nDescription\nAn issue was reported via Slack concerning a 502 error encountered when accessing specific entities on the platform. \nUpon investigation, it was observed that the error occurred due to the excessively large data size of certain entities, \nparticularly Flood Risk Zone entities.\nRunning log\n\n\nOn June 7, 2024, Paul Downey encountered the issue and reported it on the Slack channel, specifically for the \nentity: https://www.planning.data.gov.uk/entity/65135927.\nSamriti Sadhu investigated the issue and observed that it occurred specifically for Flood Risk Zone entities \nwhere the data volume was excessively large. This was confirmed by accessing the entity data in\nJSON format: https://www.planning.data.gov.uk/entity/65135927.json.\nA ticket is created in Trello to address and optimize the loading of large data sets.\nImplemented self-contained HTML error pages that will be served by CloudFront. This ensures the page fails graciously\nTo optimize the page, it was decided that the GeoJSON tab content will be loaded only when the GeoJSON tab is clicked\n\nPlanning.data.gov.uk Data Replaced With Empty Fields - 2024-05-03\nIn attendance\n\n\nKena Vyas\nOwen Eveleigh\n\nDescription\nReports in slack of data no longer being available on the platform. It became clear that a change to the python library\nhad resulted in all of the information except the entity number being removed from the entities.\nRunning log\n\n\nOwen and Kena investigated the issue identifying the cause.\nOwen and Kena reverted the change and reprocessed the data.\n2024-05-07 issue still present for the title boundary data. This was due to another underlying issue\ncaused by how events trigger in AWS. \nOwen manually triggered the re-processing of title boundary data in all three environments leading to the\ndata being present on the site.\n\nPostmortem\n\n\nReview of the changes made will take place including improving acceptance and unit tests which did not pick up on the fault.\nTicket to be made regarding improving the triggers in AWS for large files which do not contian the right meta data.\n\nPlanning.data.gov.uk Maps Down - 2024-04-12\nIn attendance\n\n\nGeorge Goodall\nErnest Man\nOwen Eveleigh\n\nDescription\nFailed canaries was first reported in the planning-data-platform slack channel on the morning of 12 April 2024. The maps were down and the alarms were triggered.\nRunning log\n\n\nErnest noticed the triggered alarms and found that the error was due to maplibre not being found in the client side javascript. he then contacted Owen and George. around 9.55 \nGeorge started investigating the issue at 10.00. shortly after he found the issue was to do with https://unpkg, where we were fetching the maplibre library from.\nGeorge then developed a hotfix involving obtaining maplibre via npm and using rollup.js to bundle the library into the client side javascript.\nThe hotfix was deployed around 11.30am and the maps were back online.\n\nPostmortem\n\n\nThis issue arose due to importing the javascript directly from the CDN, bundling the library into the client side javascript resolved the issue.\nGoing forward we need to address other imports from CDNs to prevent similar issues. both for javascript and css.\n\nDatasette Tiles outage - 2024-04-08\nIn attendance\n\n\nErnest Man\nOwen Eveleigh\n\nDescription\nFailed canaries was first reported in the planning-data-platform slack channel on 08 April 2024 around 9:20am. It then resolved and raise \nnew alarm again at 10:10am.\nRunning log\n\n\nErnest started investigation around 9:50am. RDS \u0026 EFS resources seems all fine. However, the ECS tasks keep failing in healthcheck\nwhich causes the task to restart.\n\nMain symptoms:\n\n\nSlowness and error 504 for datasette tiles \nECS tasks healthcheck keep failing which causes the tasks to restarts\n\nSummary of the issue: The datasette tile outage was caused by the Memory utilization reached close to 100%. And we can see the following sqlite3 error\nin logs.\nERROR: conn=\u003csqlite3.Connection object at 0x7f916c753120\u003e, sql = ‘\\n select\\n columns.database_name,\\n \ncolumns.table_name,\\n group_concat(columns.name) as columns\\n from\\n columns\\n where\\n \ncolumns.table_name = “tiles”\\n group by\\n columns.database_name,\\n columns.table_name\\n \norder by\\n columns.table_name\\n ’, params = None: database table is locked: columns\nsqlite3.OperationalError: database table is locked: columns\nPostmortem\n\n\nSeems something happened which cause the sqlite table locked\nECS task have now upgrade to additonal 3 instance of .098 vCPU \u0026 1GB. There should not be any additonal cost implications \nas we are using the cluster spare resources, but a long term plan should consider for vertical scaling. \nErnest will continous monitoring any issue.\n\nOn (2024-04-09)\n\n\nDatasette tiles are running fine in Production\n\nDatasette \u0026 Datasette Tiles outage - 2024-02-06\nIn attendance\n\n\nErnest Man\nChris Cundill\n\nDescription\nFailed canaries was first reported in the planning-data-platform slack channel on 06 Feb 2024 around 1am when the Collection ran. \nUsers also reported error 502 around 9am. in the morning.\nRunning log\n\n\nErnest started investigation around 9am. I think this is related to the EFS throguhtput mode changes on 05 Feb 2024 ticket as we have previously downgraded \nthe throguhtput mode from “Elastic” to “Bursting”.\n\nMain symptoms:\n\n\nSlowness and error 502 for datasette and datasette tiles \nEFS Throughput utilization reached 100%\n\nSummary of the issue: The datasette outage was caused by the EFS throughtput reached 100% threshold. We have roll back the throguhtput\nmode changes and both datasette servcies are back online at 9.20am.\nPostmortem\n\n\nDiscussion between Owen, Chris and Ernest already started last week on a long term solution for this EFS issue.\n\nOn (2024-02-07)\n\n\nBoth datasette services are running fine in Production. In additon, the EFS throughtput is now running about 20%.\n\nPlanning.data.gov.uk outage - 2023-10-05\nIn attendance\nAsync on slack:\n\n\nErnest Man\nOwen Eveleigh\n\nDescription\nDuring the Bug Party on the morning of 05th October 2023, the Development and Design teams (around 11 people) were carried out some testing for the planning data site \nwith different browser/device. Slowness of the site first reported around 15mins in and the first aws canary test failed at 11:27am. The outage was \naround 10-15 mins.\nRunning log\n\n\nErnest and Owen started investigation at around 11:30am. We getting time out error for the site. The issue seems related to the aws rds database.\nErnest and Owen have look at varies area in the production platform, inclued ECS, RDS postgres database etc.\n\nMain symptoms:\n\n\nSlowness of the planning data site\ntime out error on the site\nSearch doesn’t work\n\nSummary of the issue: The aws rds reader instance is running out of local storage. With the current DB instance class “db.t4g.large” which \nhas 16GB maximum temporary storage available. More info here\nERROR: could not write to file “base/pgsql_tmp/pgsql_tmp13706.0”: No space left on device\nPostmortem\n\n\nBug ticket have been created.\nAdditional reader instance have been temporary added to production cluster.\nDev team is looking at optimize the search query\nErnest will continous monitoring any databse issue.\n\nNational map url ‘dataset’ parameter key changed to ‘layer’ - 2023-10-02\nIn attendance\nAsync on slack:\n\n\nGeorge Goodall\nPaul Downey\n\nDescription\nAt 5.09 on Friday the 29th of September, Paul Downey posted in the main Slack channel that the url param key for the dataset has changed from dataset to layer. He advised that this needed reverting, and any urls pointing to the old key needed to be redirected.\nExample of original format:\nhttps://www.planning.data.gov.uk/map/?dataset=infrastructure-project\nExample of new, unexpected format:\nhttps://www.planning.data.gov.uk/map/?layer=infrastructure-project\nRunning log\n\n\nGeorge started investigations at 9.11am on the 2nd October, finding that the specified key for the dataset param had\nbeen overwritten as part of the refactor/map component update here: https://github.com/digital-land/digital-land.info/pull/133\nAn initial fix was deployed at 10.35am that reverted the key back to dataset, and added a function to change any urls with the old key to the new key.\nA second PR was deployed at 11.08am that added a test to check that the url param key was correct and that the old key was correctly changed to the new key.\nThese changes were reviewed, approved and merged by Mark at 11:08 and available on the live site a few minutes later.\n\nImpact\nLinks with the now non-functioning format had gone out as a part of the weeknote shared by senior management, including to a minister-level audience. Matt Lucht identified a quick workaround, to make a new URL that included both sets of data:\nhttps://www.planning.data.gov.uk/map/?dataset=infrastructure-project\u0026layer=infrastructure-project\nAnalysis\nWe did not appreciate that people were using and sharing the direct link off the browser to access the map.\nWhen applying updates to the map code, we overwrote the section that specified the dataset url param key and replaced it with layer. This change was not picked up in manual testing or code reviews. There were no automated tests covering this case, and as the change was inadvertent, we did not write any new ones.\nPost incident actions\nWe are implementing a better set of automated tests to reduce the likelihood of this happening again.\nLessons to be learned\nThe original change came in as part of a much largeer set of code changes. It was not noticed in code review. Code reviews are not as effective when dealing with extensive changes. Next time, let us find ways to not create large pull-requests with hundreds of lines of changes.\nmaptiler started returning 403 errors - 2023-08-16\nIn attendance\nAsync on slack:\n\n\nGeorge Goodall\nMartin Grey\n\nDescription\nEarly afternoon on 16th October 2023, Martin noted that the national map was not loading correctly. George then investigated further and found that the maptiler service was returning 403 errors.\nRunning log\non (2023-08-16)\n\n\nGeorge started investigations around 3pm. He found that the maptiler service was returning 403 errors. with attached body Invalid key - Get your FREE key at https://cloud.maptiler.com/account/keys/\nPaul Smith is the only person with access to the maptiler account. As he is on leave we can not investigate further to discover the cause of this issue.\nA temporary fix was merged by George that swapped out the paid map for an open one and replaced the key with his own personal one.\n\naws alarms raised for datasette and datasette-tiles canaries - 2023-08-14\nIn attendance\nAsync on slack:\n\n\nErnest Man\nOwen Eveleigh\n\nDescription\nOn the morning of 14th August 2023 when Ernest logged on around 9am in the morning and noticed the aws alarms was raised in our \nslcak channel for datasette and datasette-tiles. Getting 502 error for both endpoints and diagnostic procedures started at that point.\nRunning log\n\n\nErnest and Owen started investigation at around 9am. We getting 502 when we hit those endpoints directly. The issue seems only \naffecting Production environment as we cannot see the same in the lower environments (Dev and staging). So we suspect this is more of \na platform related issue.\nErnest and Owen have look at varies area in the production platform, inclued ECS, collection pipeline, RDS postgres database etc.\n\nMain symptoms:\n\n\nboth datasette and datasette-tiles applications crashed in prod leading to a 502 bad gateway\nECS task is unable to launch any new instances as they do not pass health checks\nNational map may not be able to access our tiles\nFact pages on the site will be unavailable\nReporting may be affected as cannot access production datasette\n\nSummary of the issue: The EFS throughput is too high during the nightly data update. This caused by the \npipeline dumped files and datasette applications restarting.\nPostmortem\n\n\nLive incident ticket have been created.\nEFS have now upgraded to use “Elastic” throughput mode.\nErnest will continous monitoring any cost implications in aws Cost Explorer\n\nOn (2023-08-14)\n\n\na temporary fix have been implemented by reducing the 2 ECS services which uses the EFS storage to 0, allow EFS to \nmove to a normal throughput, an then reinstate the applications. Both datasette and datasette-tiles seems to back online\nin the evening and canaries also reported positive test results.\n\nOn (2023-08-15)\n\n\nThe datasette alarms was also rasied around 1:05am and it seems the EFS throughput still very high in Production when the \ncollection pipleine run, so we start looking for a more permanant solution.\n\nThe current EFS file system is using “Bursting“ throughput mode. It means the application is throughput-constrained \n(i.e. if it uses more than 80% of the permitted throughput or we have used up all burst credits). \nThe burst credits was used up (near 0) when the collection pipeline runs.\nWe decided to upgrade the EFS to use “Elastic” throughput mode instead. In contrasts to the burst credits way of Bursting \nthroughput mode, Elastic throughput mode of EFS automatically scales throughput performance up or down to meet the needs \nof the workload activity. Elastic throughput can drive up to 3 GiBps for read operations and 1 GiBps for write operations \nper file system.\nWe upgraded the EFS to use “Elastic” throughput mode in the afternoon.\nOn (2023-08-16)\n\n\nNo alarms have been raised this morning and all canaries seems running fine.\nThe EFS throughput are healthy too\nECS tasks are all running fine\nWe will continous monitoring the platform and the additional cost implications if any.\n\nOn (2023-08-17)\n\n\nNo alarms have been raised and all canaries seems running fine.\nThe EFS throughput are healthy as yesterday\nWe noticed the EFS cost increased by around $8 per day, so decided to re-enable “Bursting“ mode \nfor (Dev and Staging) environments to save cost.\n\nDocumentation section on planning.data.gov.uk showing error - 2023-06-12\nIn attendance\nAsync on slack:\n\n\nSwati Dash\nOwen Eveleigh\nErnest Man\nMark Smith\n\nDescription\nOn the morning of 12th June 2023 at 09:55a.m. Swati reported the planning data site Documentation section is showing error.\nRunning log\n\n\nErnest and Mark started investigation at around 10am. We cannot see any issue from the infrastructure side and the error \nseems to have appear in the lower environments (Dev and staging) too. So we suspect this is a coding issue and Mark have started \nto investigate this matter further. \n\nSummary of the issue: The robots.txt server route did not explicitly tell Fast API to exclude it from application API schema.\nMark have rasied a PR to address the issue.\nPostmortem\n\n\nMark PR hotfix\nLive incident ticket have been created.\nErnest now included “/docs” in the canary test, ticket also created.\n\nOn (2023-06-14)\n\n\nThe Documentation section is showing without any error, we have also implemented canary test for checking the /doc endpoint.\n\nSlowness reported on planning.data.gov.uk - 2023-06-01\nIn attendance\nAsync on slack:\n\n\nWarren Hobden\nErnest Man\nMark Smith\nAdam Shimali\n\nDescription\nOn the morning of 1st June 2023 at 10:15a.m. User reported the planning data site slowness and the Entity \u0026 Dataset API endpoints are also affected \nby intermittent 500 error and diagnostic procedures started at that point. In addition, PlanX also seems impacted by the same issue and they reported\non Friday 2nd June 2023.\nRunning log\n\n\nErnest, Mark and Adam have done some detailed investigation as we are seeing this similiar issue second time. The first incident happened in April 2023\nwhen we initially thought it was due to an auto minor databse version upgrade by aws as it happen around the same time when we have the outage.\n\nThe postgres RDS database (Reader instance) was maxed-out on CPU due to the following error and query.\nERROR: could not write to file “base/pgsql_tmp/pgsql_tmp31290.8”: No space left on device\n2023-06-01 11:51:47 UTC:10.0.24.253(34156):root@planning:[31290]:ERROR: could not write to file \n“base/pgsql_tmp/pgsql_tmp31290.8\": No space left on device\n2023-06-01 11:51:47 UTC:10.0.24.253(34156):root@planning:[31290]:STATEMENT: \nSELECT ST_AsGeoJSON(entity.geometry) AS “ST_AsGeoJSON_1”, ST_AsGeoJSON(entity.point) AS “ST_AsGeoJSON_2\", \nentity.entity AS entity_entity, entity.name AS entity_name, entity.entry_date AS entity_entry_date, \nentity.start_date AS entity_start_date, entity.end_date AS entity_end_date, entity.dataset AS entity_dataset, \nentity.json AS entity_json, entity.organisation_entity AS entity_organisation_entity, entity.prefix AS entity_prefix, \nentity.reference AS entity_reference, entity.typology AS entity_typology, ST_AsEWKB(entity.geometry) AS entity_geometry, \nST_AsEWKB(entity.point) AS entity_point, count(entity.entity) OVER () AS count\nFROM entity ORDER BY entity.entity\nLIMIT 10 OFFSET 536990\nSummary of the issue: We use a limit/offset query to provide paginated access to the data. \nWe’re seeing very large offsets (greater than 500,000) which looks like a search engine or similar \nis crawling through the entity pages. Large offsets cause inefficiencies for the database, \nwhich is we believe the cause of the problem you are seeing with the site being down.\nPostmortem\n\n\nWe have temporary increased the number of database reader nodes in Production, which seems to have addressed the issue in the short term.\nAdam has re-write the entity query so it does not use limit/offset.\nMark has also added a robots.txt file which can be used to ask search engine crawlers to exclude certain parts of the web site.\nticket have been created to enabled database auto scaling in production.\nLive incident ticket also created.\n\nNEXT DAY (2023-06-02)\n\n\nAfter we have increased the number of reader nodes in the morning and it seems the site is running fine.\nThe team continuous monitoring the production database server/logs and the planning site.\nWe also deployed the robots.txt PR into Development for further testing.\n\nOn (2023-06-05)\n\n\nThe planning data site seems back to normal\nTesting database auto scaling in development environemt and ready for deploy into production.\nTesting robots.txt in development environment\nPaul Downey rasied a point about malicious usage, he mentioned datasette has similar restrictions on the size of a result set got returned. \nwe will look at this and put some restrictions around it.\n\nOn (2023-06-06)\n\n\nThe RDS database auto scaling is now deployed to production and the planning data site seems running fine.\nNew Synthetics Canaries ticket created to included the following backend API endpoints. https://www.planning.data.gov.uk/entity.json?limit=10 \nand https://www.planning.data.gov.uk/dataset.json\n\nOn (2023-06-08)\n\n\nThe planning site continous to run fine with averaging around 20% database CPU utilization and we have also included the robots.txt changes.\n\nGetting error 500 on planning.data.gov.uk - 2023-04-11\nDescription\nOn the morning of 11th April 2023 at 7:34a.m. Paul Downey noted that the site getting intermittent 500 error and diagnostic\nprocedures started at that point.\nRunning log\n\n\nErnest and Owen have done a number of checks across the platform and noticed the postgres RDS database (Reader instance) was \nmaxed-out on CPU due to the following query. This may caused by someone trying to download lots of data. \n\n2023-04-11 06:04:02 UTC:10.0.43.141(45314):root@planning:[22027]:STATEMENT: SELECT ST_AsGeoJSON(entity.geometry) AS “ST_AsGeoJSON_1\", \nST_AsGeoJSON(entity.point) AS “ST_AsGeoJSON_2”, entity.entity AS entity_entity, entity.name AS entity_name, \nentity.entry_date AS entity_entry_date, entity.start_date AS entity_start_date, entity.end_date AS entity_end_date, \nentity.dataset AS entity_dataset, entity.json AS entity_json, entity.organisation_entity AS entity_organisation_entity, \nentity.prefix AS entity_prefix, entity.reference AS entity_reference, entity.typology AS entity_typology, \nST_AsEWKB(entity.geometry) AS entity_geometry, ST_AsEWKB(entity.point) AS entity_point, count(entity.entity) OVER () AS count\nFROM entity ORDER BY entity.entity\nLIMIT 10 OFFSET 569100\nPostmortem\n\n\nErnest implemented an aws alarm for the postgres database’s CPU when it reached above 60% threshold.\nA new ticket have been created to look into this issue in more details. \n\nAll applications on planning.data.gov.uk - 2022-11-22\nIn attendance\nAsync on slack:\n\n\nPaul Downey\nLawrence Goldstien\nPaul Smith\n\nDescription\nOn the morning of the 22nd the decision was taken to switch over to the new infrastructure setup in the production\naccount. We made preparations by adding a service outage banner to the application as we were aware that some downtime\nwould be experienced while DNS updated globally. After the switchover Lawrence was able to access the new infrastructure\nso assumed everything was going to plan. At 2:45pm Paul Downey noted that the site was not accessible and diagnostic\nprocedures started at that point.\nRunning log\n\n\nGDS contact confirmed the DNS change had been actioned at 2:15pm\nLawrence observed that the datasette and datasette tiles applications were available on the new domain at 2:20pm\nLawrence observed that the main application was available at 2:35pm\nPaul Downey observed that the site was still not accessible for him and posted the results of a dig on the main\napplication domain at 2:50pm\nLawrence used the site https://www.whatsmydns.net/#NS/planning.data.gov.uk to check for propagation and noted that\nmost DNS servers had updated to the new environment at 3pm\nPaul Downey observed that the website worked for him at 4pm\nLawrence and Paul Downey observed that the site was working intermittently from 4pm to 6pm.\n\nNEXT DAY (2022-11-23)\n* Paul Downey observed that the site worked for him when tethered to his phone but saw that one in three runs of dig\n against the domain returned empty results at 9am\n* Paul Downey posted into the digital planning slack to advise that we thought the change went through and to let the\n team know of any issues at 9am\n* Lawrence observed that some DNS servers had longer TTLs for the domain compared to the current and old DNS records\n TTLs of 24 hours at 1pm\n* The decision was made to wait out the full 48 hours of TTL and continue work to solve the issues afterwards at 1:30pm\nNEXT DAY (2022-11-24)\n* Paul Downey noted that the DNS responses where still not returned consistently when running a dig command at 8:30am\n* Lawrence ran some diagnostics against a selection of public DNS servers and noted that the data.gov.uk domain has two\n sets of DNS servers: AWS and Google Cloud. Lawrence found that running a dig against AWS servers for the domain\n returned details for the new domain whereas running a dig against the Google Cloud returned no results at 10am\n* Lawrence drafted a message to be sent to GDS detailing the issues with the Google Cloud nameservers at 10am\n* GDS confirmed the issue and confirmed they had synced AWS and Google Cloud nameservers at 11:50am\n* Paul Downey observed that the site was up and running for him at 11:55am\n* Lawrence completed further checks and noted that most global DNS servers had updated to the new infrastructure at 12pm\nPostmortem\nWe felt the team reacted well to this outage and stakeholders were understanding of the downtime.\nPaul Smith developed a pattern for service status messages to users and added feedback to the\nGOV.UK Design system.\nIn reflection the team could have recognised the issues sooner and checked more details of the DNS configuration.\nWe could have offered the old address https://digital-land.info to OSL and other groups as a fallback while the system\nwas down.\n","url":"/runbook.html"},"19":{"title":"Working with LPA GIS Systems","content":"Working with LPA GIS Systems\nGenerally LPAs run one of a small number of GIS platforms. Most are compatible with some version of the OGC spec.\nYou need a small amount of info to work with these servers. This page is intended to give you some guidance.\nCore Concepts\nLPAs often provide data directly from a standards-compliant web server. You can query the server for data by building relatively simple query strings.\nTerminology\n\n\nOGC - Open Geospatial Consortium. They define the standards. \nWFS - Web Feature Service. Use this service to get data in eg csv or json formats\nWMS - Web Map Service. Use this service to get maps as images etc\nFeature - a thing on a map. You get them from making calls to WFS.\nFeature Type - information about the features above. \nQGIS - open-source mapping tools. Their desktop tool is great if you need to visualize your map data.\n\nThere’s broadly two kinds of query - one for maps - (wms) and one for data that comprises maps, (wfs). We are going to focus on wfs.\nYou might get a suggested endpoint like https://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0 from an LPA. This is a pointer to their GIS. See ‘WFS’ in there? We can also see that they’re providing version 2.0.0 of the OGC spec.\nWhat can you do with it?\nGet the servers cabilities\nIf you add \u0026request=GetCapabilities onto the query, you will get back some XML that describes what the server can do.\nTry it! - click https://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0\u0026request=GetCapabilities\nThis is important to us since it gives us some insight into what their server can provide. When you ran the query above you got some XML. As is typical for an XML document there’s a lot of stuff in there but there’s no need to understand all of it.\nInteresting / useful items in a servers capabilties\nLook for the strings below in the XML:\n\n\noutputFormat - lets us know what the server claimes to produicve if requested\nImplementsResultPaging - some servers hold massive amounts of data that we might want to download in chunks\nFeatureTypeList - super important. A FeatureType names the kind of data the server can offer. Eg \u003cName\u003ens:DVL_ARTICLE_4\u003c/Name\u003e is a clue we will be able to get Article 4 direction info.\n\nI scanned down the file looking for FeatureTypeList and found the Article 4 info - the first entry.\n\u003cFeatureType\u003e\n \u003cName\u003ens:DVL_ARTICLE_4\u003c/Name\u003e\n \u003cTitle\u003eDVL_ARTICLE_4\u003c/Title\u003e\n \u003cDefaultCRS\u003eurn:ogc:def:crs:EPSG::27700\u003c/DefaultCRS\u003e\n \u003cOtherCRS\u003eurn:ogc:def:crs:EPSG::3857\u003c/OtherCRS\u003e\n \u003cOtherCRS\u003eurn:ogc:def:crs:EPSG::4277\u003c/OtherCRS\u003e\n \u003cOtherCRS\u003eurn:ogc:def:crs:EPSG::4326\u003c/OtherCRS\u003e\n \u003cows:WGS84BoundingBox\u003e\n \u003cows:LowerCorner\u003e-180 -89.9999\u003c/ows:LowerCorner\u003e\n \u003cows:UpperCorner\u003e180 89.9999\u003c/ows:UpperCorner\u003e\n \u003c/ows:WGS84BoundingBox\u003e\n\u003c/FeatureType\u003e\nNot massively useful. The Name and Title and some stuff about coordinate systems and boundaries.\nYou can get more.\nGetting info about a Feature Type\nDescribeFeatureType gives you the definition of a given feature type. You just need to provide the name of the Feature Type you want, without the ns: prefix:\n\u0026request=DescribeFeatureType\u0026TypeNames=DVL_ARTICLE_4\nFor example\nhttps://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0\u0026request=DescribeFeatureType\u0026TypeNames=DVL_ARTICLE_4\nGives us a type definition. The best bit is that there is some info about the fields that Features of this FeatureType have:\n\u003cxsd:complexType name=\"DVL_ARTICLE_4_Type\"\u003e\n \u003cxsd:complexContent\u003e\n \u003cxsd:extension base=\"gml:AbstractFeatureType\"\u003e\n \u003cxsd:sequence\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"GML_Geometry\" nillable=\"false\" type=\"gml:GeometryPropertyType\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"ARTICLE\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"DATE122\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"NAME\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"REFERENCE\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003c/xsd:sequence\u003e\n \u003c/xsd:extension\u003e\n \u003c/xsd:complexContent\u003e\n \u003c/xsd:complexType\u003e\n\u003cxsd:element name=\"DVL_ARTICLE_4\" substitutionGroup=\"gml:AbstractFeature\" type=\"ns:DVL_ARTICLE_4_Type\"/\u003e\nThis gives you some guidance on what column mappings you need to set up. In the above, NAME and REFERENCE are going to get automatically mapped. DATE122 though? We do not know which Article 4 Date that maps onto. To determine what we’re going to do about that we can go and get the actual data.\nGetting some map data for a Feature Type\nGet the actual data - Click here! https://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0\u0026request=GetFeature\u0026TypeNames=DVL_ARTICLE_4\nThis gives you the data in full XML format. Here’s a single Feature - Upper Upnor(4):\n\u003cwfs:member\u003e\n \u003cns:DVL_ARTICLE_4 gml:id=\"DVL_ARTICLE_4.1.1\"\u003e\n \u003cgml:description\u003ePolygon\u003c/gml:description\u003e\n \u003cgml:name\u003ePolygon\u003c/gml:name\u003e\n \u003cgml:boundedBy\u003e\n \u003cgml:Envelope srsName=\"EPSG:27700\"\u003e\n \u003cgml:lowerCorner\u003e575760.15 170442.45\u003c/gml:lowerCorner\u003e\n \u003cgml:upperCorner\u003e575810.78 170477.32\u003c/gml:upperCorner\u003e\n \u003c/gml:Envelope\u003e\n \u003c/gml:boundedBy\u003e\n \u003cns:GML_Geometry\u003e\n \u003cgml:Polygon gml:id=\"DVL_ARTICLE_4.1.1.Geometry\" srsName=\"EPSG:27700\"\u003e\n \u003cgml:exterior\u003e\n \u003cgml:LinearRing\u003e\n \u003cgml:coordinates\u003e575777.46,170476.57 575781.07,170475.62 575781.74,170477.32\n ...\n 575776.35,170472.7 575777.46,170476.57\u003c/gml:coordinates\u003e\n \u003c/gml:LinearRing\u003e\n \u003c/gml:exterior\u003e\n \u003c/gml:Polygon\u003e\n \u003c/ns:GML_Geometry\u003e\n \u003cns:ARTICLE\u003eArticle 4(2)\u003c/ns:ARTICLE\u003e\n \u003cns:NAME\u003eUpper Upnor(4)\u003c/ns:NAME\u003e\n \u003cns:REFERENCE\u003eUPNOR04\u003c/ns:REFERENCE\u003e\n \u003c/ns:DVL_ARTICLE_4\u003e\n\u003c/wfs:member\u003e\nWe can see NAME and REFERENCE but DATA122 is missing! Scanning the file for ns:DATE122 leads to a number of occurrences. Not every Feature hasd a date, but where it is present the value is consitently associated with a particular NAME format. Examples below.\n\u003cns:DATE122\u003e05/09/05\u003c/ns:DATE122\u003e\n\u003cns:NAME\u003eUpper Upnor(1)\u003c/ns:NAME\u003e\n...\n\u003cns:DATE122\u003e05/09/05\u003c/ns:DATE122\u003e\n\u003cns:NAME\u003eUpper Upnor(2)\u003c/ns:NAME\u003e\nAnd so forth. At this point I might believe that this is the start data for the articl 4 direction item. We don’t have a documentation URL though so I cannot check. This is the end of the road for this particular dataset until we get some clarity from Medway about the meaning of DATE122!\nUseful links\nQGIS services reference\n","url":"/WorkingWithLPA_GIS.html"},"20":{"title":"Architecture Decision Records","content":"Architecture Decision Records (ADRs)\n1. Record architecture decisions\nDate: 2021-03-05\nStatus\nAccepted\nContext\nWe need to record the architectural decisions made on this project.\nDecision\nWe will use Architecture Decision Records, as\ndescribed by Michael Nygard, starting by\nrecording some of our existing technical decisions, which we’ll review as a team.\nWe’ve elected to keep the source markdown files in the content directory to be consistent with our other render\nrepositories.\nWe can later tag decisions, and render them as HTML in the doc directory so they can be more easily searched and\nnavigated on the digital land site.\nConsequences\nSee Michael Nygard’s article, linked above. For a lightweight ADR toolset, see Nat Pryce’s\nadr-tools.\n2. floating-package-dependencies\nDate: 2021-03-05\nStatus\nAccepted\nContext\nWe’ve experienced conflicting package versions when between those installed by the digital-land-python repository, and\nthose pinned in a requirements.txt\nfile.\nDecision\nList the smallest possible number of packages as dependencies, and don’t pin the version of packages, as in this example\nrequirements.txt file:\n-e git+https://github.com/digital-land/digital-land-python.git#egg=digital-land\nWe may move back to frozen, pinned packages in a setup.py once our core python code is more stable, or is packaged and\ninstalled via PyPi.\nConsequences\n\n\nMoving to unpinned versions reduces the risk of conflicting versions with those listed in other packages.\nReducing the number of dependencies makes it easier to undersand the packages directly required by a repository.\nIt’s possible to break repository if it depends on a package installed as a dependency to another package, and that\nimplicit dependency is removed.\n\n3. Use the repository-pattern to access a database\nDate: 2021-03-05\nStatus\nProposed\nContext\nAs we introduce a database into our architecture it will be useful to agree some access patterns so that we have a\nshared understanding of what “good” looks like when writing code and performing code reviews. The key considerations for\nchoosing an approach include:\n\n\ntestability; it should be easy to write unit tests without the need to connect to a real database\nreadability; it should be easy to write code that makes the database interactions easy to understand\nencapsulation; all of the specific code/queries required to implement the underlying persistence technologies, should\nbe contained in their own module(s)\n\nThe commonly used Repository Pattern provides access to the underlying persistence via an abstraction that is written\nin the language of the domain. It gives the developer a clear interface that can be used to create a test double (likely\nstoring data in-memory) and encapsulates all queries relating to a single “aggregate” in one place.\nNB An aggregate is a cluster of associated objects that we treat as a unit for the purpose of data changes\nExample\nBecause Provenance requires a Fact in order to be meaningful, Fact and Provenance may be grouped together into a Fact\n aggregate, served from a single FactRepository. Another way to think about this is to consider how the data will be\n accessed. It is unlikely we would have a page per Provenance entry; it’s just too fine grained to be useful. More\n likely is that at the lowest level there is a page per Fact, with the relevant Provenance listed as a form of\n “history”. We would also not expect external systems to reference individual entries of Provenance, but they may\n reference a specific Fact.\nWith that in mind, here is what an interface to FactRepository might look like:\nclass FactRepository:\n def add_entry_facts(self, entry)\n \"add all facts from the provided entry to the repository\"\n\n def find_by_resource(self, resource_hash)\n \"return all facts that were contained in the specified resource\"\n\n def find_by_entity(self, entity_ref)\n \"return all facts relating to the specified entity\"\nDecision\nUse the repository pattern\nConsequences\n\n\nThis facilitates unit testing where the repository can be replaced with an in memory store and easily populated with\ntest data.\nIt provides a readable interface to the underlying collections\nOnce in place, it is important that the repository is the only channel through which data is written or updated for a\ngiven aggregate\nIt enables easier transition to different storage technologies\n\n4. Implement plugins using pluggy\nDate: 2021-03-05\nStatus\nAccepted\nContext\nThe pipeline has the ability to name a plugin used to\nconfigure different behaviour and extend the core pipeline code.\nFor example:\n\n\na plugin value of wfs in the\ncollection/endpoint.csv\nfile indicates the endpoint-url is an\nOGC Web Feature Service endpoint, and the GML content, which is\n different each time we collect it, needs canonicalisation. Similar plugins are needed for APIs which are paginated,\n or require a SPARQL or other script.\na plugin value of fixed in the\npipeline/convert.csv\nfile indicates a fixed resouce file should be used instead of attempting to convert the collected resource file.\nthe brownfield-land pipeline\nhas plugin code to\nharmonise an OrganisationURI value into the\nCURIE needed by the organisation field.\n\nDecision\nWe use the Python pluggy framework these can either be run instead of or as well as the vanilla pipeline\nfunctions. Rather than confuse the general purpose pipeline code with conditional branches to handle one specific case.\nWe can inject our own version of certain functions at run time.\nThe Python code currently may be migrated to a package in the future, so it can be shared across pipelines.\nConsequences\n\n\nWe have a consitent framework for using code from third-parties.\nOur core code doesn’t have to depend on dependencies only used in a small number of pipelines.\nPlugins need to be written in Python, or have a Python wrapper.\nDevelopers will need documentation to understand how the pluggy framework works.\n\n5. Load external frontend assets first\nDate: 2021-03-07\nStatus\nAccepted\nContext\nThe order the frontend assets are loaded matters.\nWe use a number of 3rd party assets, as well as writing our own CSS and JS. For example, our CSS builds on the GOV.UK\nfrontend CSS. Likewise, our JS builds on the GOV.UK frontend JS. Therefore we need to include the 3rd party assets\nbefore our assets.\nDecision\n3rd party assets are loaded before Digital land frontend assets.\nAdd CSS link elements to the head, before dl-frontend.css. E.g.\n{%- block dlCss %}\n\u003c!-- link tags for 3rd party stylesheets go here --\u003e\n{{ super() }} # this includes all the digital land defined stylesheets\n{% endblock %}\nAdd Javascript to the end of the body, before dl-frontend.js. E.g.\n{%- block bodyEndScripts %}\n\u003c!-- script tags for 3rd party JS go here --\u003e\n{{ super() }} # this includes all the digital land defined JS\n{% endblock %}\nThere will be times when you choose to load JS in the head to help maintain the dependencies. For example, it makes\nsense to keep the CSS and JS required for leaflet maps together.\nWe load these in the head.\nConsequences\n\n\n3rd party assets won’t override our assets\nOur CSS and JS can build on code inherited from 3rd party assets\nDebugging is easier because we can trace the order CSS and JS is loaded\nUsing jinja blocks means we can maintain fine grain control on a specific page if we need to\nLoading stylesheets in the head means the user should see the page content as you intended\nLoading JS at the end of the page means failing JS will not block the page from loading. Important for our progressive\nenhancement approach to JS\n\n6. Use Github pages for our content\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n7. Provide unique IDs for dataset entries\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n8. Use files for repositories, databases as indexes\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n9. Use SQLite for data packages\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n10. Use the Entity-Value-Attribute pattern for our data model\nDate: 2021-03-08\nStatus\nProposed\nContext\nWe need a data model to represent the data we collect.\nThe model is likely to change frequently as we add new types of entity, each with potentially new attributes.\nThe model also needs to be be able to store the history of changes to an entity.\nThe same information may be found in multiple resources, we need to be able to cite the resources where each fact came\nfrom, its provenance.\nDecision\nLoad transformed resources into a Entity-attribute-model.\nThe model should provide a “fact” identifier for each entity-attribute-value triple.\n\n\nConsequences\n\n\nThe model may then be used to link a fact to the list of resources which provide the fact, and from the resources we\ncan show its provenance, when and from where the resource was collected.\nQuerying an EAV model is more complicated and expensive. We may need other models to render pages, these can be data\npacakges: see 9. Use SQLite for data packages.\nThe specification can still be used to document, check, and control how we process data in this schema-less model.\n\n11. Avoid git submodules wherever possible\nDate: 2021-03-08\nStatus\nProposed\nContext\nGit submodules allow you to keep a Git repository as a subdirectory of another Git repository.\nGit submodules are simply a reference to another repository at a particular snapshot in time.\nGit submodules enable a Git repository to incorporate and track version history of external code.\n(taken from https://www.atlassian.com/git/tutorials/git-submodule)\nUnfortunately, git submodules are a very rudimentary way to share code between projects and is\nvery clumsy and cumbersome to work with in practice. In reality, code sharing should be via\ndistributable packages rather than sharing whole source code repositories.\nDecision\nInstead of git submodules, make use of appropriate dependency management (i.e. Pip for Python, Bundler for Ruby,\nNPM for Javascript) in order to use external code in a controlled, versioned manner.\nConsequences\n\n\nNew projects should not use git submodules\nExisting or adopted projects using git submodules should be migrated where possible\n\n12. Collection names should be singular\nDate: 2021-03-08\nStatus\nProposed\nContext\n\n\nIs this referring to python collection names or database table entities?\n\nDecision\nTODO\nConsequences\nTODO\n13. Use Github LFS for large git files\nDate: 2021-03-08\nStatus\nProposed\nContext\nSome datasets involve the collection of large resources. These files cannot be easily stored in version control.\nHowever, they should be associated with the repository and it should be possible to retrieve them easily if necessary.\nThere are several options for hosting these files.\nDecision\nHosting these files on Github is the most straightforward option as it doesn’t require third-party/custom tooling (Git\nLFS requires a hosted server).\nConsequences\nThere is a cost associated with hosting on Github. Users will need to have Git LFS installed in order to be able to\nretrieve large files.\n14. Use kebab-case for names in data\nDate: 2021-03-08\nStatus\nProposed\nContext\nKebab case – or kebab-case – is a programming variable naming convention where a developer replaces the spaces\nbetween words with a dash.\nDecision\nTODO\nConsequences\nTODO\n15. Write new tests at the lowest possible levels\nDate: 2021-03-09\nStatus\nProposed\nContext\nSoftware testing can occur at different levels and different granularities. A well-developed CI pipeline will require a\ntest suite that finds the balance between speed and coverage. Low level tests, such as unit tests, are fast to run and\ntarget a specific ‘unit’ of code. High level tests, such as end-to-end tests, focus on behaviour and application\nworkflow. These tests have wider coverage but take longer to execute.\nDecision\nWe should aim to test a feature or development extensively at the lowest possible levels. This will allow the test suite\nto remain fast. It will also increase the chance of catching issues earlier and making them easier to debug. This should\nnot preclude us from adding high level tests where appropriate; often these will only need to cover a happy path\nscenario.\nSee here for more details.\nConsequences\n16. Missing entry-dates\nDate: 2021-04-20\nStatus\nProposed\nContext\nThe entry-date field is a very important part of all of our data schemas. It is this entry-date that allows us to\nsequence entries and ultimately provide an accurate snapshot of the data as it is or was at a given point in time. Due\nto the criticality of the entry-date, when this value is missing from an entry it presents us with a problem. The\npipeline contains some logic that will set missing entry-dates to a default value (currently the date on when we first\ncollected the resource containing the entry), but this is not reliable.\nThis problem becomes particularly acute when dealing with historic resources that are missing entry-dates. If we start\ncollecting a historic resource on 1st Jan 2021, that date will be used as the default for any missing entry-dates\ndespite the fact that this data may have been published decades earlier. Suddenly these historic entries would take\nprecedence over any other data collected prior to 1st Jan 2021.\nDecision\nIt’s impossible for us to guess the correct value for the entry-date, so we will instead accept that these dates are\nimperfect. In the case where we know for certain that an entry-date is incorrect and this is causing data accuracy\nissues (e.g. as described above), we will use the existing patching mechanism to correct it.\nConsequences\n\n\nWe should be explicit with data providers about the importance and usage of the entry-date field, so that they can\ntreat it with the care it deserves (where possible).\nThe existing mechanism to default missing entry-date values to the date of the first collection will remain in place.\nPatches should be added to set entry-date in cases where it is known to be wrong.\nData providers will have visibility of any changes that our processes make to entry-date values, so that they can\ncorrect the source data ahead of any future submissions (where possible).\n\n17. Use vector tiles to display geographic data on a map\nDate: 2021-07-22\nStatus\nAccepted\nContext\nWe need to be able to display multiple geography datasets on a map. These vary from large to small datasets, with\nvarying densities and scales. The geometry data is converted to GeoJSON and stored in the view model. Points for\nconsideration\n- the map should be performant\n- it should be quick to add/modify a dataset\n- it should be possible to style each dataset individually\n- the data should be provided in a widely supported format\n- retrieval of data should be fast, efficient and scalable\nDecision\nGeographic data should be served as vector tiles using Datasette and the MBTiles specification. This involves a\nconversion step from GeoJSON to vector tiles, where some processing is done to package data into tiles corresponding to\ndifferent grid cells and zoom levels. Each dataset will produce its own corresponding tileset. The vector tile server is\nhosted via Datasette on a dedicated instance. Access to this data is provided through Datasette’s API and through a\nsource url that is compatible with vector-based map libraries.\nConsequences\n\n\nThis approach allows the map to be performant as it will only request the tiles necessary for the viewport. This also\nreduces the load on the tile server.\nVector tiles are optimised for different scales \nVector tiles allow for styling individual layers (datasets)\nSince each dataset has its own tileset, a dataset toggle feature on the map will only retrieve the dataset(s)\nrequested by the user\nIt is possible for users to download the vector tilesets for their own use. It is packaged in MBTiles (sqlite), a\nwell-known format.\nThe tile server simply serves the tile requested - there is no expensive logic or spatial queries required.\nThe generation of the tilesets is an added time cost to our CI/CD pipeline. \nWe should be careful not to use conversion options that change the underlying data (e.g. removing polygons/points)\n\n18. Use NodeJS to serve the frontend of the new data validation tool and interact with other APIs\nDate: 2023-10-24\nStatus\nPending\nContext\nWe need some way to serve our frontend to users, and handle forwarding requests onto our other APIs needed for validation. at the moment the requirements on this are fairly limited, but we want the room to grow if needed.\nDecision\nWe will start with a simple nodeJS application and will review if this was the right call a couple of weeks from now.\nAll the buisness logic should be delegated to other APIs, and exception to this will be documented.\nConsequences\n\n\nThis approach would have slight performance improvements over fastAPI.\nPrototypes produced by our designer Adam Silver can be easily used as a starting point as they are built with nunjucks and the gds.\nFrontend developers may find it easier to onboard as they will be familiar with the tech stack. and wont need to upskill in python.\nWe should be careful not to include too much business logic within the nodeJS application, or risk needing our developers to upskill in nodejs and fastapi.\nWe will be able to use the official GDS frontend toolkit, which will make it easier to build a consistent UI. as opposed to using the unofficial python port / nunjucks implementation of the GDS frontend toolkit.\n\n19. Use PyTest and JSONSchema as the Contract validation and testing solution\nDate: 2023-10-24\nStatus\nPending\nContext\nIdeally, we would like to:\n- test messages flowing in and out of our API endpoints - Requests \u0026 Responses\n- establish message schemas for the service-oriented elements of the Products we create\nDecision\nWe will develop a suite of tests (over time) that will typically\nbe run by the CI/CD pipeline.\nThe tests will be based on the PyTest framework as it has proven to\nbe an effective testing framework, and is already used extensively in our code base.\nThe tests will focus on:\n- validating that correct messages produce valid,\nand expected responses.\n- validating that incorrect messages produce a suitable error response\nConsequences\n\n\nThe approach assumes that the API front end is capable of injecting the validation service as a dependency.\nThe approach may prove too simplistic and need replacing with something better suited to the purpose.\nThe first tests will be based on the FastAPI framework. If we later decide to use another framework,\nthe tests will extensive re-factoring to continue working\n\n","url":"/architecture/decision-records/"},"22":{"title":"Solution design - Planning Data Platform","content":"Solution design - Planning Data Platform\nContainers\nStructure\n\n","url":"/architecture/design/latest/planning-data-platform/"},"27":{"title":"Solution design - Data Pipelines","content":"Solution design - Data Pipelines\nContainers\nStructure\n\nInteraction\n\nCode\nClasses (WIP)\n\n","url":"/architecture/design/latest/data-pipelines/"},"28":{"title":"Solution design","content":"Solution design\nThe solution architecture for the Planning Data Service has been modelled using the C4 approach.\nSystem Context\n\nContainers\n\n\nData Pipelines\nPlanning Data Platform\nCheck service\n\n","url":"/architecture/design/latest/"},"31":{"title":"Solution design - Check Service","content":"Solution design - Check Service\nContainers\nStructure\n\nInteraction\n\n","url":"/architecture/design/latest/check-service/"},"32":{"title":"Open Design Proposal Template","content":"Open Design Proposal - 00X - Title (Template)\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\nAuthor(s) - Ray Hannity (include Authors here with mailto: links)\nIntroduction\nIntroduction to design change, including context of decision. State briefly the user need being met.\nStatus\nDraft | Open | Closed | On Hold\n\n\nDraft: proposal is still being authored and is not officially open for comment yet\nOpen: proposal is open for comment\nClosed: proposal is closed for comment with implementation expected\nOn Hold: proposal is on hold due to concerns raised/project changes with implementation not expected\n\nDetail\nSection\nDetail of design section. You might want to think about including:\n:+1: A picture of the components affected by the design. Extra marks for nicely drawn cartoon pictures.\n:+1: A description of how you are going to deploy and test the design.\n\n\nIf you’re about to include any of the following in your design, think again, then once more to be sure:\n:-1: Code. You haven’t written any code yet :)\n:-1: Pseudocode. If you find yourself writing a complex algorithm then there’s a slim chance you might need this. If in doubt, don’t.\n:-1: Specification. This is about how it works (design), not about what is is (specification).\n\nSub Section\nSub section of design\n\n\nInclude Supporting Files, e.g. json/xml/whatever in sub folder\nInclude links to relevant repos or external resources\nInclude supporting images in sub-folder\n\nHow much detail should I put in?\nHow much of the system does your change affect? For application changes, familiarise yourself with Simon Brown’s useful 4Cs diagram style. If the design of this functionality changes the Context diagram you [should] have of the system then provide an updated Context diagram. If the design changes the Containers diagram you have then provide an updated Containers diagram. Any change sufficient in size or complexity to demand an ODP should imply a Component level diagram for the design.\nA Class diagram should be unnecessary at this stage unless the design deals specifically with some complex low level details. Bear in mind that supplying a Class diagram before the team have started implementation may prescribe the decisions that should be delegated to the people implementing the change.\nA diagram doesn’t have to be a perfect keynote-worthy Visio artefact, it just needs to be clear enough and consistent enough to convey the information required. Phone camera and whiteboard \u0026 marker or paper \u0026 sharpie are usually good, especially if you are capturing a diagram that has changed frequently under discussion.\n\nAn example diagram, by rory80hz\n\n\nSome Useful Tools\n\n\nThis Markdown cheatsheet\nFor sequence diagrams https://www.websequencediagrams.com/\nIf you really want fancy boxes Draw.io\nIf you want to edit markdown try http://dillinger.io/ or Light Paper\n\n\nQuestions to consider\nFor new components:\n\n\ndo we need a new code repository?\nwhat is the project structure (e.g. subprojects, client/API/service split)?\nwhat are the recommended techs?\n\n\nsummarise techs and purpose, e.g. “JerseyClient, for HTTP API client calls”\ninclude brief justification for different techs for same behaviours we already have\nflag up any commercial or GPL licenses for new techs\n\nhow will the project be built as part of CI, and where does it fit in the pipeline?\n\nFor downstream interface points:\n\n\ndoes this need new endpoints or updates to existing ones?\ndo we need new request/response objects?\nare we following project convention with paths, params and HTTP verbs?\nhow can we handle failure, or unacceptably slow responses of the downstream endpoint?\nhas this actually been agreed with the team/organisation responsible for the downstream client/service?\n\nAlso ask yourself these questions about your design:\n\n\nhas everyone been involved in the discussion (dev, ops, qa, sec, ba etc.)?\nhow does this meet the user need?\ndoes this design change the physical architecture?\nhow will this change be deployed and configured?\nhow will this be performance tested against realistic demand/live data?\nhow can this be scaled to handle double the demand? (Up? Out?)\nhow do the components involved react to individual or wholesale failure?\nhow will errors and exceptions be handled and logged?\nhow will this part of the service be maintained, debugged or operated while live?\nhave you tied in to centralised logging and monitoring?\ndo we need new firewall rules or other changes to existing infrastructure?\nwill there be DB updates or data migrations?\n\nDesign Comments\n1 - Track questions and issues including person asking question, and responses.\nRH: Should we include tags for task tracker stories / journeys? Worth thinking about…\nHC: Where do we track options/technologies which were considered and rejected and why they were rejected? Useful to have a history.\nIn comments, or by creating an ODP with a status of ‘on hold’\n","url":"/architecture/design/proposals/template.html"},"33":{"title":"Open Design Proposals","content":"Open Design Proposals\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\n","url":"/architecture/design/proposals/"},"36":{"title":"Open Design Proposal Template","content":"Open Design Proposal 001 - Publish service - Async\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\n","url":"/architecture/design/proposals/001-publish-async/"},"41":{"title":"Open Design Proposal Template","content":"Open Design Proposal 002 - Data Pipelines Migration\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\n","url":"/architecture/design/proposals/002-data-pipelines-migration/"},"44":{"title":"Solution design - Publish Service","content":"Solution design - Publish Service\nContainers\nStructure\n\nInteraction\n\n","url":"/architecture/design/archive/2024-06/publish-service/"},"46":{"title":"Solution design - June 2024","content":"Solution design - June 2024\nA solution architecture supporting the Publish service (with asynchronous processing) was published in February 2024.\nThis design was archived in June 2024 when the service was renamed to the Check Service.\nSystem Context\n\nPublish service\n\n\nArchived design for Publish service service\n\n","url":"/architecture/design/archive/2024-06/"},"49":{"title":"Solution design - November 2022","content":"Solution design - November 2022\nThe solution architecture was modelled using the C4 approach.\nSystem Context\n","url":"/architecture/design/archive/2022-11/"},"50":{"title":"Solution design archive","content":"Solution design archive\n\n\n2022 - November\n2024 - June\n\n","url":"/architecture/design/archive/"},"51":{"title":"Solution design index","content":"Solution design index\nLatest\nThe latest solution designs are available here:\n\n\nLatest Solution Design\n\nProposals\nProposed solution designs are available here:\n\n\nOpen Design Proposals\n\nArchive\nPrevious solution designs are available via this index:\n\n\nArchived Solution Designs index\n\n","url":"/architecture/design/"},"52":{"title":"Architecture","content":"Architecture\n\n\nSolution Design\nArchitecture Decision Records (ADRs)\n\n","url":"/architecture/"},"53":{"title":"Planning Data Service","content":"Planning Data Service\n\n\n !\n \n Warning\n Documentation is in the process of being migrated.\n \n\nThe planning data service consists of several applications and adjoining pipelines and data storage systems. The main\ngoal is to collect data from external organisations published in accordance with data specifications published by\ndigital land and make it available as part of a national dataset.\n\nDocumentation Links\nGeneral\n\n\nDocumentation\n\nArchitecture\n\n\nArchitecture Designs\nArchitecture Open Design Proposals\nArchitecture Decision Records\nOpen Design Proposals\n\nInfrastructure\n\n\nInfrastructure\n\nOperations\n\n\nOps Runbook\n\nDevelopment\n\n\nHow To Guide\nWorking with LPA GIS Systems\n\n","url":"/"}}}
\ No newline at end of file
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This guide does not cover the correct configuration of aws-vault.\nOnce configured correctly all the following commands can be executed as follows.\naws-vault exec \u003cprofile\u003e -- \u003ccommand\u003e\nAn Existing Environment\nTo deploy updates to an existing environment first, clone the\ninfrastructure repository\ngit clone git@github.com:digital-land/digital-land-infrastructure.git.\nOnce cloned, run make apply STAGE=\u003cenvironment\u003e to deploy the updated infrastructure configuration.\nA New Environment\nTo deploy a new environment the following details are needed:\n\n\nEnvironment name\nRoot domain name\n\nFirst, clone the infrastructure repository\ngit clone git@github.com:digital-land/digital-land-infrastructure.git.\nOnce cloned, run make new-environment STAGE=\u003cenvironment\u003e DOMAIN=\u003croot domain\u003e to create the needed configuration\nfiles. Commit the created files to the repository.\nRun make apply STAGE=\u003cenvironment\u003e to deploy the new environment, do not worry about errors, this will fail the first\ntime you deploy a new environment. There should be roughly 500 new resources created to action the deployment.\nOn completion of the first deployment run you will see errors regarding the verification of SSL certificates created for\nthe environment.\nFirst terraform apply output\n│ Error: error creating CloudFront Distribution: InvalidViewerCertificate: The specified SSL certificate doesn't exist, isn't in us-east-1 region, isn't valid, or doesn't include a valid certificate chain.\n│ status code: 400, request id: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx\n│\n│ with module.application_main.aws_cloudfront_distribution.cdn,\n│ on modules/application/application_traffic.tf line 28, in resource \"aws_cloudfront_distribution\" \"cdn\":\n│ 28: resource \"aws_cloudfront_distribution\" \"cdn\" {\n│\nTo resolve this error we must configure the DNS provider for the root domain to use these nameservers, and then run the\ndeployment for the environment a second time. To obtain the DNS nameservers, first log into the AWS console\n(aws-vault login \u003cprofile\u003e), then access Route53 \u003e Hosted Zones \u003e [domain] and get the four values for the NS record,\nconfiguring these servers with the domain’s DNS provider.\nThis can be done by using the global digital land infrastructure to create the required record.\nOnce DNS delegation is complete, you may check that the SSL certificate has been generated by logging into AWS for the\nappropriate account and checking the ACM service in the us-east-1 region. The relevant certificate will show as verified\nonce delegation is complete.\nYou can now run make apply STAGE=\u003cenvironment\u003e for the second time and should see changes to the CDN and Route53\nresources. The new infrastructure is now set up, and all that remains is to deploy applications into the new\nenvironment. At this point all applications will serve a page stating that the service will shortly be resumed.\nNote: The following slack bot token parameters required to be update manaully in the aws Parameter Store (SSM). \nThe slack bot token (dl-github-actions) values are the same across all envirnments and can be obtains from other environment notification slack token or from Slack direct.\n\n\n/\u003cenvironment\u003e-datasette-tiles/notifications/slack-token\n/\u003cenvironment\u003e-datasette/notifications/slack-token\n/\u003cenvironment\u003e-main/notifications/slack-token\n/\u003cenvironment\u003e-status/notifications/slack-token\n\nDeploying data\nIn order for the applications to start and run we must have data in the platform. Firstly we need both background tasks\ndeployed to the environment prior to uploading data for processing.\nDeploy the following applications using the dispatch workflow\n\n\ndatasette-tiles (task)\nA background task that builds MBTiles files for use in the datasette-tiles\napplication.\npostgres-importer\nA background task that imports the digital-land.sqlite3 in a postgres database.\n\nOnce both applications are deployed we can now copy data into the environment. Data generally enters the environment via\nupload as part of a collection job or via the\nentity-builder and\ndigital-land-builder jobs.\nWhile these data pipelines run on a regular basis you may need to start with a set of data from another environment in\norder to successfully deploy the various applications needed to run the system. The AWS command line application has a\ncommand to make this easier. Run with --dryrun to preview the files to be synced (though the output is not useful).\naws s3 sync s3://[source]-collection-data s3://[destination]-collection-data\nNote: It may be worth deployed the main application once before deploying data and once after as the database schema is applied when the application is\nDeploying applications\nNow the new environment is up and running you should deploy the following applications:\n\n\nmain\nThe main digital land web application.\ndatasette\nA web service and API allowing SQL queries against sqlite databases.\ndatasette-tiles (application)\nA web service that allows the main application’s frontend to draw vector tiles on the map feature from our datasets.\ndigital-land-status\nA simple web page which show the digital land dependencies status.\n\nNote: data may need to be re-deployed to the postgres db once the application has been deployed due to the build failing if no data is found but the database schema only being deployed when the app is\nLambda functions\n\n\nEFS Sync collection\nSlack Notification \n\nThe creation of the actual aws lambda functions are still in the infrastructure repo, but the function code are now located in this repo https://github.com/digital-land/digital-land-lambda.\nGitHub deployment workflow (Lambda functions)\nname: Deploy\n\non:\n push:\n branches: [main]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to.\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} = \n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name)\n\n deploy:\n runs-on: ubuntu-latest\n needs: [detect-environments]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n\n - name: Install aws cli\n run: |\n curl \"https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\"\n unzip -q awscliv2.zip\n sudo ./aws/install --update\n sudo apt-get update\n sudo apt-get install -y rsync\n\n - name: Build efs sync collection\n run: |\n rm -rf node_modules/\n docker build -t efs-sync-collection-lambda-builder ./efs-sync-collection\n docker run -i -v ${GITHUB_WORKSPACE}/efs-sync-collection:/var/task efs-sync-collection-lambda-builder\n\n - name: Build Notification functions\n run: |\n rm -rf node_modules/\n docker build -t ${{ matrix.environment }}-notification-builder ./notification-code\n docker run -i -v ${GITHUB_WORKSPACE}/notification-code:/var/task ${{ matrix.environment }}-notification-builder\n\n - name: Set File Permissions\n run: |\n chmod 0666 ./efs-sync-collection\n chmod 0666 ./notification-code\n\n - name: Create efs sync Archive\n run: |\n sudo -s sh -c 'cd efs-sync-collection \u0026\u0026 zip -r ../efs-sync-collection.zip ./*'\n sudo -s sh -c 'pwd'\n\n - name: Upload efs sync artifact for deployment job\n uses: actions/upload-artifact@v3\n with:\n name: efs-sync-collection\n path: efs-sync-collection.zip\n\n - name: Create Notification Archive\n run: |\n sudo -s sh -c 'cd notification-code \u0026\u0026 zip -r ../notification-code.zip ./*'\n sudo -s sh -c 'pwd'\n\n - name: Upload Notification artifact for deployment job\n uses: actions/upload-artifact@v3\n with:\n name: notification-code\n path: notification-code.zip\n\n - name: Set up AWS credentials\n uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n\n - name: Deploy aws Lambda functions\n run: |\n aws lambda update-function-code --function-name ${{ matrix.environment }}-efs-sync-collection --zip-file fileb://./efs-sync-collection.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-main-slack-notifier --zip-file fileb://./notification-code.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-status-slack-notifier --zip-file fileb://./notification-code.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-datasette-tiles-slack-notifier --zip-file fileb://./notification-code.zip\n aws lambda update-function-code --function-name ${{ matrix.environment }}-datasette-slack-notifier --zip-file fileb://./notification-code.zip\nConfiguration Changes\nAdd a new application\nTo create a new application in the terraform configuration, you will need to know the following:\n\n\nThe GitHub repository (under the digital-land organisation) hosting the application code.\nThe subdomain of planning.data.gov.uk that the application will run under.\nAn estimate of the memory usage of the application.\nA list of the application environment variables.\nIf the application needs access to the SQLite or MBTiles files generated by background tasks.\n\nAdd a new section to variables.tf under locals.application_defaults, replacing attributes as required.\n\u003cname\u003e = {\n // The subdomain to serve the application from\n access = {\n domain = \"\u003csubdomain\u003e\"\n }\n\n // Any static environment variables\n environment = {\n PORT = 5000 // Defaults to 80\n }\n\n // The GitHub repository that hosts the application code\n github_repository = \"\u003corganisation\u003e/\u003crepository\u003e\"\n\n // Set to true if the GitHub repository contains both an\n // application and a background task.\n github_repository_dual = false\n\n // The application healthcheck path and timeout\n healthcheck = {\n endpoint = \"/\"\n timeout = \"30\"\n }\n\n // Minimum and maximum number of application instances\n // The auto-scaling configuration scales the initial\n // number on 60% CPU Utilisation\n instances = {\n minimum = 1\n maximum = 2\n initial = 1\n }\n\n // The resources needed per application instance\n resources = {\n memory = 1024\n cpu_credits = 20\n }\n}\n\n\nAdd a new application block in main_apps.tf, replacing attributes as required.\n\nmodule \"application_\u003cname\u003e\" {\n source = \"./modules/application\"\n\n // Application name\n name = \"\u003cname\u003e\"\n\n // The environment this application is deployed to (do not change)\n stage = var.stage\n\n // All resources created by this module with have their names\n // prefixed with the string here.\n resource_prefix = \"${var.stage}-\u003cname\u003e\"\n\n // The ECS cluster this application is deployed to\n cluster = module.cluster.cluster\n // Tags associated with\n tags = module.tags.computed\n // The environment variables to expose to the application\n environment = merge(\n module.storage.environment,\n local.applications[\"\u003cname\u003e\"].environment,\n )\n // The stored secrets to inject into the application environment\n secrets = module.storage.secrets\n // var.deployment_approval set to a list of users will enforce approvals\n // to deploy to this environment\n deployment_approval = var.deployment_approval\n\n // These are set via the `locals.application_defaults` section in `variables.tf`\n github_repository = local.applications[\"\u003cname\u003e\"].github_repository\n github_repository_dual = local.applications[\"\u003cname\u003e\"].github_repository_dual\n healthcheck = local.applications[\"\u003cname\u003e\"].healthcheck\n instances = local.applications[\"\u003cname\u003e\"].instances\n resources = local.applications[\"\u003cname\u003e\"].resources\n access = merge(\n local.applications[\"\u003cname\u003e\"].access,\n {\n certificate_arn = module.domain.certificate_arn\n zone_id = module.domain.zone_id\n }\n )\n\n // EFS volumes to mount for this application\n // (must set network mode to awsvpc)\n volumes = {\n datasets = merge(\n module.storage.files.datasets,\n // Add this if you wish the volume to be mounted read-only\n {\n readonly = true\n }\n )\n }\n\n // Additional IAM permissions, see `outputs.tf` in `modules/storage`\n // for a list of permissions\n additional_permissions = merge(module.storage.permissions.efs_read)\n\n network = {\n // Set to awsvpc if you need to mount a volume, bridge otherwise\n mode = \"awsvpc\"\n vpc_id = module.network.vpc_id\n subnets = module.network.subnet_public_ids\n security_groups = [module.network.security_group_public_id]\n }\n}\n\n\nRun terraform apply\nCheck that the service is running on the appropriate domain name, if it is you will see a holding page.\nUpdate the slackbot token at /\u003cenvironment\u003e-\u003capplication\u003e/notifications/slack-token in AWS SSM\nIf configured with a GitHub repository add a deployment workflow to the repo,\notherwise you need only authenticate using the details under /\u003cenvironment\u003e-\u003cname\u003e/deployer/access_*\nand push a built docker image to the\n\nGitHub deployment workflow (Application Only)\nname: Deploy\non:\n push:\n branches: [main]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to.\n\njobs:\n # Include any tests or audits in jobs prior to detect-environments.\n detect-environments:\n runs-on: ubuntu-latest\n needs: [] # Add any previous jobs here\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [detect-environments]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n - run: |\n sudo apt-get update\n sudo apt-get install -y rsync\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n - uses: aws-actions/amazon-ecr-login@v1\n - run: docker pull $DOCKER_REPO:latest\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n - run: docker push $DOCKER_REPO:latest\nAdd a new background task\nTo create a new background task in the terraform configuration, you will need to know the following:\n\n\nThe GitHub repository (under the digital-land organisation) hosting the task code.\nA list of events that should trigger a background task run (currently only s3 events are supported).\nAn estimate of the memory usage of the task.\nA list of the task environment variables.\nIf the task needs access to the SQLite or MBTiles files.\n\nAdd a new section to variables.tf under locals.task_defaults, replacing attributes as required.\n\u003cname\u003e = {\n // The GitHub repository that hosts the background task code\n github_repository = \"\u003corganisation\u003e/\u003crepository\u003e\"\n\n // Set to true if the GitHub repository contains both a\n // background task and an application.\n github_repository_dual = false\n\n // The resources needed per background task invocation\n resources = {\n memory = 8192\n cpu_credits = 1024\n }\n\n // A map of the events that should trigger this task\n triggers = {\n entity-uploaded = {\n // The events that trigger the task\n events = [\"PutObject\", \"CompleteMultipartUpload\"]\n // The S3 bucket to watch for events\n bucket = \"${var.stage}-collection-data\"\n // The keys of S3 objects to watch for\n watch = [\"/entity-builder/dataset/entity.sqlite3\"]\n }\n }\n}\n\n\nAdd a new task block in main_tasks.tf, replacing attributes as required.\n\nmodule \"task_\u003cname\u003e\" {\n source = \"./modules/application-task\"\n\n // Application name\n name = \"\u003cname\u003e\"\n\n // The environment this task is deployed to (do not change)\n stage = var.stage\n\n // All resources created by this module with have their names\n // prefixed with the string here.\n resource_prefix = \"${var.stage}-\u003cname\u003e\"\n\n // The ECS cluster this task is deployed to\n cluster = module.cluster.cluster\n // Tags associated with\n tags = module.tags.computed\n // The environment variables to expose to the task\n environment = merge(\n module.storage.environment,\n local.tasks[\"\u003cname\u003e\"].environment,\n )\n // The stored secrets to inject into the task environment\n secrets = module.storage.secrets\n // var.deployment_approval set to a list of users will enforce approvals\n // to deploy to this environment\n deployment_approval = var.deployment_approval\n\n // These are set via the `locals.task_defaults` section in `variables.tf`\n github_repository = local.tasks[\"\u003cname\u003e\"].github_repository\n github_repository_dual = local.tasks[\"\u003cname\u003e\"].github_repository_dual\n triggers = local.tasks[\"\u003cname\u003e\"].triggers\n instances = local.tasks[\"\u003cname\u003e\"].instances\n resources = local.tasks[\"\u003cname\u003e\"].resources\n\n // EFS volumes to mount for this task\n volumes = {\n datasets = merge(\n module.storage.files.datasets,\n // Add this if you wish the volume to be mounted read-only\n {\n readonly = true\n }\n )\n }\n\n // Additional IAM permissions, see `outputs.tf` in `modules/storage`\n // for a list of permissions\n additional_permissions = merge(module.storage.permissions.efs_read)\n\n network = {\n vpc_id = module.network.vpc_id\n subnets = module.network.subnet_public_ids\n security_groups = [module.network.security_group_public_id]\n }\n}\n\n\nRun terraform apply\nIf configured with a GitHub repository add a deployment workflow to the repo,\notherwise you need only authenticate using the details under /\u003cenvironment\u003e-\u003cname\u003e/deployer/access_*\nand push a built docker image to the\n\nGitHub deployment workflow (Task Only)\nname: Deploy\non:\n push:\n branches: [main]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to.\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [detect-environments]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n - run: |\n sudo apt-get update\n sudo apt-get install -y rsync\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n - uses: aws-actions/amazon-ecr-login@v1\n - run: docker pull $DOCKER_REPO:latest\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n - run: docker push $DOCKER_REPO:latest\nDeploy a Task and Application\nTo deploy both a task and application from the same repository, use the following two github actions workflows.\n.github/workflows/deploy-application.yml\nname: Deploy Application\n\non:\n push:\n branches: [main]\n # Put a path here for the folder to watch for changes\n paths: [application/]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to (select an -application environment).\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name).filter(e =\u003e e.indexOf('-application') != -1)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [ detect-environments ]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n\n - run: |\n curl \"https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\"\n unzip -q awscliv2.zip\n sudo ./aws/install --update\n sudo apt-get update\n sudo apt-get install -y rsync\n\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n\n - uses: aws-actions/amazon-ecr-login@v1\n\n - run: docker pull $DOCKER_REPO:latest || echo \"no current latest image\"\n\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n working-directory: ./application\n\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n\n - run: docker push $DOCKER_REPO:latest\n.github/workflows/deploy-task.yml\nname: Deploy Task\n\non:\n push:\n branches: [main]\n # Put a path here for the folder to watch for changes\n paths: [task/]\n workflow_dispatch:\n inputs:\n environment:\n type: environment\n description: The environment to deploy to (select an -application environment).\n\njobs:\n detect-environments:\n runs-on: ubuntu-latest\n outputs:\n environments: ${{ steps.environments.outputs.result }}\n steps:\n - uses: actions/github-script@v6\n id: environments\n with:\n github-token: ${{ secrets.GITHUB_TOKEN }}\n result-encoding: json\n script: |\n if (context.payload?.inputs?.environment) return [context.payload?.inputs?.environment];\n const {data: {environments}} =\n await github.request(`GET /repos/${process.env.GITHUB_REPOSITORY}/environments`);\n return environments.map(e =\u003e e.name).filter(e =\u003e e.indexOf('-application') != -1)\n\n deploy:\n runs-on: ubuntu-latest\n env:\n DOCKER_REPO: ${{ secrets.DEPLOY_DOCKER_REPOSITORY }}\n needs: [ detect-environments ]\n strategy:\n matrix:\n environment: ${{ fromJSON(needs.detect-environments.outputs.environments) }}\n environment: ${{ matrix.environment }}\n steps:\n - uses: actions/checkout@v3\n\n - id: vars\n run: echo \"sha_short=$(git rev-parse --short HEAD)\" \u003e\u003e $GITHUB_OUTPUT\n\n - run: |\n curl \"https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\"\n unzip -q awscliv2.zip\n sudo ./aws/install --update\n sudo apt-get update\n sudo apt-get install -y rsync\n\n - uses: aws-actions/configure-aws-credentials@v1-node16\n with:\n aws-access-key-id: ${{ secrets.DEPLOY_AWS_ACCESS_KEY_ID }}\n aws-secret-access-key: ${{ secrets.DEPLOY_AWS_SECRET_ACCESS_KEY }}\n aws-region: eu-west-2\n\n - uses: aws-actions/amazon-ecr-login@v1\n\n - run: docker pull $DOCKER_REPO:latest || echo \"no current latest image\"\n\n - run: docker build -t $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} .\n working-directory: ./task\n\n - run: docker tag $DOCKER_REPO:${{ steps.vars.outputs.sha_short }} $DOCKER_REPO:latest\n\n - run: docker push $DOCKER_REPO:${{ steps.vars.outputs.sha_short }}\n\n - run: docker push $DOCKER_REPO:latest\nRDS autoscaling\nRDS database autoscaling is now enabled in all aws environments. The autoscaling_min_capacity \u0026 autoscaling_max_capacity are \nconfigure in the .config.\u003cenv\u003e.tfvars terraform config file.\nThe below config will create at least one writer and one reader node instance. A maximum of 3 additional reader node will be created \nbased on the autoscaling policy which default set to 70% CPUUtilization.\nresources = {\n database = {\n count = 2\n class = \"db.t4g.large\"\n autoscaling_enabled = true\n autoscaling_min = 0\n autoscaling_max = 3\n performance_insights_enabled = true\n }\nSynthetics Canaries\nThere are 4 canaries created in each aws environment. datasette , datasette-tiles, status, www\nThese are healthchecks to ensure the defined endpoints are returning status code within the range of 200 - 299, otherwise it will raised an aws alarm.\nThe canary template is written in node.js\nconst { URL } = require('url');\nconst synthetics = require('Synthetics');\nconst log = require('SyntheticsLogger');\nconst syntheticsConfiguration = synthetics.getConfiguration();\nconst syntheticsLogHelper = require('SyntheticsLogHelper');\nconst { hostname } = require('os');\n\nconst loadBlueprint = async function () {\n\n // Set screenshot option\n let takeScreenshot = ('${enablescreenshot}' === 'true')\n /* Disabling default step screen shots taken during Synthetics.executeStep() calls\n * Step will be used to publish metrics on time taken to load dom content but\n * Screenshots will be taken outside the executeStep to allow for page to completely load with domcontentloaded\n * You can change it to load, networkidle0, networkidle2 depending on what works best for you.\n */\n syntheticsConfiguration.disableStepScreenshots();\n syntheticsConfiguration.setConfig({\n continueOnStepFailure: true,\n includeRequestHeaders: true, // Enable if headers should be displayed in HAR\n includeResponseHeaders: true, // Enable if headers should be displayed in HAR\n restrictedHeaders: [], // Value of these headers will be redacted from logs and reports\n restrictedUrlParameters: [] // Values of these url parameters will be redacted from logs and reports\n\n });\n\n let page = await synthetics.getPage();\n\n let hostnames = [];\n if ('${appname}' == \"www\") {\n hostnames = ['https://${hostname}','https://${hostname}/dataset','https://${hostname}/entity','https://${hostname}/map','https://${hostname}/docs','https://${hostname}/entity.json?limit=10','https://${hostname}/dataset.json'];\n takeScreenshot = false;\n } else {\n hostnames = ['https://${hostname}'];\n }\n\n for (const url of hostnames) {\n await loadUrl(page, url, takeScreenshot);\n }\n};\n\n// Reset the page in-between\nconst resetPage = async function(page) {\n try {\n await page.goto('about:blank',{waitUntil: ['load', 'networkidle0'], timeout: 30000} );\n } catch (e) {\n synthetics.addExecutionError('Unable to open a blank page. ', e);\n }\n}\n\nconst loadUrl = async function (page, url, takeScreenshot) {\n let stepName = null;\n let domcontentloaded = false;\n\n try {\n if (url.includes(\"/entity.json?limit=10\")) {\n stepName = \"Entity API Check\";\n }\n else if (url.includes(\"/dataset.json\")){\n stepName = \"Dataset API Check\";\n }\n else {\n stepName = url;\n }\n } catch (e) {\n const errorString = 'Error parsing url:' + url + e;\n log.error(errorString);\n /* If we fail to parse the URL, don't emit a metric with a stepName based on it.\n It may not be a legal CloudWatch metric dimension name and we may not have an alarms\n setup on the malformed URL stepName. Instead, fail this step which will\n show up in the logs and will fail the overall canary and alarm on the overall canary\n success rate.\n */\n throw e;\n }\n\n await synthetics.executeStep(stepName, async function () {\n const sanitizedUrl = syntheticsLogHelper.getSanitizedUrl(url);\n\n /* You can customize the wait condition here. For instance, using 'networkidle2' or 'networkidle0' to load page completely.\n networkidle0: Navigation is successful when the page has had no network requests for half a second. This might never happen if page is constantly loading multiple resources.\n networkidle2: Navigation is successful when the page has no more then 2 network requests for half a second.\n domcontentloaded: It's fired as soon as the page DOM has been loaded, without waiting for resources to finish loading. Can be used and then add explicit await page.waitFor(timeInMs)\n */\n const response = await page.goto(url, { waitUntil: ['domcontentloaded'], timeout: 30000});\n if (response) {\n domcontentloaded = true;\n const status = response.status();\n const statusText = response.statusText();\n\n logResponseString = 'Response from url:' + sanitizedUrl + 'Status:' + status + 'Status Text:' + statusText;\n\n //If the response status code is not a 2xx success code\n if (response.status() \u003c 200 || response.status() \u003e 299) {\n throw new Error('Failed to load url: ' + sanitizedUrl);\n }\n } else {\n const logNoResponseString = 'No response returned for url: ' + sanitizedUrl;\n log.error(logNoResponseString);\n throw new Error(logNoResponseString);\n }\n });\n\n // Wait for 15 seconds to let page load fully before taking screenshot.\n if (domcontentloaded \u0026\u0026 takeScreenshot) {\n await page.waitFor(15000);\n await synthetics.takeScreenshot(stepName, 'loaded');\n await resetPage(page);\n }\n};\n\nlet hostnames = [];\n\nexports.handler = async () =\u003e {\n return await loadBlueprint();\n};\naws alarm status\n\n\nOK - The metric or expression is within the defined threshold.\nALARM - The metric or expression is outside of the defined threshold.\n\nThe canary alarm condition is currently set to SuccessPercent \u003c 100 for 2 datapoints within 10 minutes\n","url":"/infrastructure.html"},"12":{"title":"How-to Guides","content":"How-to Guides\nThis document contains some useful how-to guides.\nPython versions on WSL2\nWhile these notes are mainly aimed at WSL2 users, these notes equally apply to any recent Ubuntu installation.\nThe pipeline currently runs on Python 3.8, so this is the version developers should run. Ubuntu 22.04\n(Jammy Jellyfish) - which is the latest version used by WSL2 at the time of writing (January 2024) does not include\na package for python 3.8.\nUsing Python 3.8\nThe easiest way to install python 3.8 is from the deadsnakes repository.\n$ sudo add-apt-repository ppa:deadsnakes/ppa\n$ sudo apt install python3.8\n$ sudo apt install python3.8-venv\nThen create virtual environment for Python 3.8 with\npython3.8 -m venv such as\n$ python3.8 -m venv .venv --clear --prompt $(basename $(pwd))\nTo check that the virtual environment is indeed using Python 3.8 run\n$ source .venv/bin/activate\n$ python -V\nWhich should display Python 3.8.18\nUsing a later version too\nEven with python3.8 installed, the later (system) version of python will still be installed. In fact, this\nwill be the default version of python (unless someone has tinkered with the system). From ouside of any\nvirtual environment python -V should report the later version (currently Python 3.10.12).\nVirtual environments can be created for this version with python -m venv as usual.\nIt’s worth noting that the system version of python can change with a Ubuntu update. If a specific version is required,\nit would be best to install it from deadsnakes in a similar way to installing 3.8.\n","url":"/HowTos.html"},"14":{"title":"Documentation","content":"Documentation\n\n\n !\n \n Warning\n Documentation needs review and may contain inaccuracies \n \n\nOverview\nThe core value proposition of Digital Land is to present Geographical Information System (GIS) data, in the form of static artifacts and API endpoints, to relevant consumers. The data served will primarily be focused around that which would impact UK planning applications in the short or long term.\nThis data is ingested from various third parties, including central government, local government and third party sources (e.g. ordinance survey). This data is ingested via HTTP/S polling and transformed into a data set artifacts which are then served through the digital land website and digital land API. The frequency of this polling is currently once per day, and is triggered via Github Actions run against the Github repository for a specific collection\nArchitecture\nView the latest architecture page for system architecture models.\nInfrastructure\n\n\nHeroku (dashboard, design system, performance dashboard, data manager)\nAWS (digital-land.info, datasettee, image repositories, S3, databases)\n\nView the infrastructure page for more details.\nData Collection\n\nPipeline run process\nFor a collection that executes via Github Actions, the execution flow is defined within ./.github/workflows/run.yml\nThe typical execution flow for a pipeline might look like:\n1. Update makerules\n2. Commit updated makerules\n3. Install dependencies\n4. Fetch dataset files from S3\n5. Run the collector\n6. Commit collection\n7. Update the collection dataset\n8. Commit updated collection\n9. Push collection files to S3\n10. Run the pipeline to make the dataset\n11. Commit harmonised files\n12. Push dataset files to S3\nUpdate and commit makerules\n\n\nMakefile rules are version controlled within https://github.com/digital-land/makerules/\nFor the collection repos these definitions are refreshed as the first stage of the pipeline run, and committed to the collection repository\n\nInstall dependencies\n\n\nInstall the collector and associated python dependencies defined within the collector repository (typically within requirements.txt or setup.py)\nIf specification files are defined for this collector, they are also refreshed from the specification repo on Github.\n\nFetch dataset files from S3\n\n\nExisting dataset files are fetched from S3 via aws s3 sync\nThese represent the output of previous pipeline runs\n\nRun the collector\n\n\nEntrypoint for collector is typically in makerules/collection.mk\n\n\nThis will call through to the collect entrypoint contained within the digital-land cli\n\nPassed into this command will be the path to the CSV file containing endpoints to be polled for this collection.\nFor each poll, if the poll doesn’t terminate in an error condition, the raw payloads fetched will be saved in collection/log/\u003ciso-date\u003e/\u003chash\u003e.\u003cextension\u003e\n\n\nwhere \u003ciso-date\u003e is the ISO 8601 Calendar date with day of month and \u003chash\u003e is the SHA256 hash of the content returned from the poll.\n\n\nCommit collection\n\n\nThe collection folder, containing the raw payloads fetched in the previous step are committed to the collection repository, and pushed to the upstream remote in Github\n\nUpdate the collection dataset\n\n\nThis step updates the collection/log.csv and collection/resource.csv files\n\n\ncollection/resource.csv contains a record of the latest attempt to update a collection, with the hash and size of the result, along with organization type, endpoints polled and start and end date\ncollection/log.csv contains records corresponding to every attempt made to poll and endpoint, the content type, status code, start date, end date and time taken\n\nA new make entrypoint is added to the local collection/pipeline.mk which serves this dataset\n\nCommit updated collection\n\n\nThe collection folder, containing the files modified in the previous step are committed to the collection repository, and pushed to the upstream remote in Github\n\nPush collection files to S3\n\n\nThe collection folder, containing the files modified in the previous steps are pushed up to the collection S3 bucket\n\nRun the pipeline to make the dataset\n\n\nThe make dataset target is defined in collection/pipeline.mk in the collection, and dynamically generated by digital-land collection-pipeline-makerules in the digital-land CLI\n\n\nIf the pipeline runs in AWS Batch then the Makefile will probably invoke make dataset via this script\n\nmake dataset invokes the build-dataset and run-pipeline make macros (defined in makerules/pipeline.mk) on each resource existing for that collection\nEach makefile target invokes a particular digital-land CLI entrypoint\n\n\nrun-pipeline make macro -\u003e digital-land pipeline: orchestrates the transformation pipeline that runs on the data\n\u003c!– * It will instantiate pipeline-specific instances of: –\u003e\n\u003c!– * Organisation –\u003e\n\u003c!– * Issues –\u003e\n\u003c!– * Collection –\u003e\n\u003c!– * patches –\u003e\n\u003c!– * Converter –\u003e\n\u003c!– * Normaliser –\u003e\n\u003c!– * Mapper –\u003e\n\u003c!– * Filterer –\u003e\n\u003c!– * Harmoniser –\u003e\n\u003c!– * Transformer –\u003e\n\u003c!– * Lookup –\u003e\n\u003c!– * Slugger –\u003e\nIt will operate on the data using the following (in-order) operations:\n\n\nconvert - Converts all data to CSV format and exposes as a stream\nnormalise - Normalise whitespace, strip null characters \u0026 blank lines\nline_conversion - Standardise CSV line endings as CRLF as defined in CSV specification\nmapping - Map field names to those of desired outputs\nAlso contains hard-coded hack for GeoX and GeoY some people get them the wrong way round (only co-constraint here)\nfiltering - Filter data based on pipeline-specific regex filter patterns\nharmonisation - Fix value types\nApply co-constraints\nApply patches to values\nProduces issue.csv\ntransform - migration of fields\nlookup - Looking up entity numbers from pipeline/lookup.csv\nslugger - Generate slug for row\n\nbuild-dataset make macro -\u003e\ndigital-land load-entries will load the artifacts and insert them into a local sqlite3 database\ndigital-land build-dataset is an interface to serialize data from a local sqlite3 database\n\n\nIt queries the database via the slugs table to discover which data sources it will attempt to update\nIt then rebuilds the Entity instances from Slug‘s added to the sqlite database from a snapshot.\nSome pipelines will have schema added from within specification/schema.csv.\n\u003c!– This doesn’t seem to do anything right now but might do something in the subclassed Entity instances? –\u003e\nThe Entity instances are then serialized to disk as a CSV file\n\n\n\nCommit harmonised files\nIf harmonised stage is run (currently only run against brownfield-land-collection) output files are commited to the collection repository\nPush dataset files to S3\nFiles generated by the pipeline run are pushed to:\n* collection S3 bucket:\n * CSV output: s3://{collection bucket name}/{collection repository}/{dataset}/{dataset}.csv\n * sqlite3 output: s3://{collection bucket name}/{collection repository}/{dataset}/{dataset}.sqlite3\n* hoisted S3 bucket\n * CSV output with json keys as top-level CSV fields: s3://{hoisted bucket name}/{dataset}-hoisted.csv\nAnatomy of a collection repository\nInputs\n\n\ncollection/source.csv — the list of data sources by organisation, see specification/source\ncollection/endpoint.csv — the list of endpoint URLs for the collection, see specification/endpoint\ncollection/resource/ — collected resources\ncollection/resource.csv — a list of collected resources, see specification/resource\n\nOutputs\n\n\ncollection/log/ — individual log JSON files, created by the collection process\ncollection/log.csv — a collection log assembled from the individual log files, see specification/log\ncollection/resource.csv — a list of collected resources, see specification/resource\nfixed/ — contains amended resources that previously could not be processed\nharmonised/ — The output of the harmonise stage of the pipeline\n/var/converted/ - contains CSV files (named by hash of resource) with outputs of intermediary steps to create transformed/ file\n\nExecution Environment\nCurrently most of the pipeline is triggered via Github Actions which are triggered on a daily basis.\nThe collection repositories each have a workflow defined in .github/workflows/run.yml that is triggered at 00:00 (UTC)\nThe builder repositories have a workflow defined in .github/workflows/run.yml that is triggered on the assumption that the collection repositories have finished. The entity-builder is triggered at 04:45 (UTC) and the digital-land-builder is triggered at 05.00 (UTC)\nSome of these more long-running jobs have been moved over to AWS Batch, but most of these have been migrated back to Github Actions\n\n\nMonitoring\n\n\nPipeline status dashboard: https://digital-land-dashboard.herokuapp.com/\ndigital-land.info service is also instrumented with Sentry\n\nServices\nUser-Facing Services\n\n\ndigital-land.info service repo\nperformance.digital-land.info service repo\ndata-manager.digital-land.info service repo\nfeedback.digital-land.info service repo\n\nUser-Facing Service Libraries\n\n\nhttps://github.com/digital-land/digital-land-frontend\n\nDatasettee\n\n\nSelf-hosted\nBuilt via https://github.com/digital-land/datasette-builder/\nIngests pipeline outputs as .sqlite3 database artifacts\n\nData model\nDomain Terminology\n\n\nEntity\nFact\n\nEntity\nAn Entity is the basic unit of data within the platform. It can take on one of many types defined by digital-land/specification/typology.csv. An entity has the following attributes:\n\n\nentity - incrementing numeric ID, manually assigned on ingest, different numeric ranges represent different datasets, primary key on entity table in SQLite and Postgis databases\nstart-date - optional, date at which entity comes into existence (not date at which entity is created within data platform)\nend-date - optional, date at which entity ceases to exists\nentry-date - optional, date at which entity was first collected\ndataset - optional, name of dataset (which should correspond to dataset field in digital-land/specification/dataset.csv to which entity belongs\ngeojson - optional, a JSON object conforming to RFC 7946 specification which specifies the geographical bounds of the entity\ntypology - optional, the type of the entity which should correspond to the typoology field in digital-land/specification/typology.csv\njson - optional, a JSON object containing metadata relating to the entity\n\nFact\nA Fact is a piece of information relating to an entity. Entities are generated from a list of facts relating to an entity, in the future these will be applied by an order of prescidence according to their source. A fact has the following attributes:\n\n\n\n\nfact - UUID, primary key on fact table in database\nentity - optional, numeric ID, entityto which fact applies\nstart-date - optional, date at which fact begins to apply (not date at which fact is created within data platform)\nend-date - optional, date at which fact ceases to apply\nentry-date - optional, date at which fact was first collected\n\nProcesses\nWKT Boundary Validation\nWhen normalising a WKT entity, it is validated by checking whether it lies within a boundary. The default boundary is a bounding box of England, but a custom boundary can be input into the normalise function to be used instead. The custom boundary is required to be a WKT of type Polygon or MultiPolygon. If there is no custom boundary, or if the custom boundary is of the wrong type, the default bounding box of England is used for validation.\nList of Datasets\nExternal Links\nLive Site\n\n\nDigital Land homepage\nDigital Land API Documentation\nDigital Land Guidance\n\nUseful Repositories\n\n\nDigital Land CLI Repository\nDigital Land Makerules Repository\nDigital Land Specification Repository\nDigital Land AWS batch Dockerfile and entrypoints\n\nOther Documentation\n\n\nLiving Document\n\n","url":"/documentation/"},"15":{"title":"Run Book","content":"Run Book\nThis document contains some basic instructions for fixing common issues encountered operating the service.\nOutage Procedure\nWhen an outage occurs the following process should be followed.\n\n\nPost a message into the team chat in slack\n\n\nReplace AFFECTED_APPLICATIONS with a list of services that are down\nReplace MEET_LINK with a google meet link create a new one here\nReplace INCIDENT_RESPONSE_DOCUMENT with a google doc link create a new one here\n\n\n@here *Service Outage*\n\nAFFECTED_APPLICATIONS\n\nMEET_LINK\n\nINCIDENT_RESPONSE_DOCUMENT\n\n\nAll team members must join the google meet link and begin documenting the outage.\n\nResolving an outage is an iterative process that should be improved with the lessons learnt from the previous outages.\nIt is suggested that the outage document contain the following headers to direct work appropriately. This is provided in Markdown to allow for easier updating of this Run Book.\n### Outage - APPLICATION - DATE (YYYY-MM-DD)\n\n#### In attendance\n\n* A list of people who have responded to the outage and the roles they have taken\n\n#### Description\n\nA brief description of the outage, including affected services\n\n#### Running log\n\nPut timestamped entries under here including actions, observations, etc.\n * Action **TIME We did x.**\n * Observation **TIME We observed that x happened.**\n\n#### Postmortem\n\nA few paragraphs explaining the root cause of the issue and what measures have been taken to mitigate\nfurther instances.\n\nOutage Roles:\n\n\nScribe The role of scribe is to maintain the incident report document during diagnosis and resolution of the outage.\n\n\nRequires edit access to the google document tracking the incident.\nRequires read-write access to the technical documentation repository.\n\nObserver The role of observer is to keep track of changes made to application and infrastructure code, approving\nany pull requests where needed.\n\n\nRequires read-only access to the AWS account hosting the applications that are experiencing an outage.\nRequires read-write access to any GitHub repositories hosting code for the applications that are experiencing an outage.\n\nActor The role of actor is to be the only person who makes changes to application code and deployed infrastructure.\n\n\nRequires read-write access to the AWS account hosting the applications that are experiencing an outage.\nRequires read-write access to any GitHub repositories hosting code for the applications that are experiencing an outage.\n\n\nIt is worth checking the incident response history\nOnce the outage has been resolved it is a good idea to take a break before reflecting on the outage and completing the\npostmortem section of the document. Once the document is complete, the contents must be copied under the section\nIncident Response History for future reference, taking care to remove any secret\ninformation from the document.\nCommon Issues\nTBA\nIncident Response History\nOutage - Datasette - 2024-08-23\nIn attendance\nAsync on Slack:\n\n\nInfrastructure Team\nProviders Team\n\nDescription\nOver night we had requests on the providers site which used datasette to access data. the url used is\ndatasette.planning.data.gov.uk. The datasette application was reporting 502 errors implying that the serve was down.\nRunning log\nOn (2024-08-23)\n\n\nAt around 03:00 AM and 07:00AM the requests were made and sentry reported the events to the notification channel\nAt 08:00AM the infrastructure team reacted to and investigates these errors. It was found that the application had automatically reset itself and the site was back up and operational.\n\nPostmortem\nUnder further investigation it was identified that the traffic was mostly due to crawlers on the providers site. The providers team will\nbe adding a robots.txt file to the service to stop this traffic in the future.\nThe datasette outage was due to datasets being updated overnight. when data is added to the source it can cause the application to\nrestart especially when requests are being made at the same time. we will investigate further to identify if this can be solved\nin the current set up but there are already plans to replace datasette to support the providers service which will remove these errors.\nWe will continue to monitor the impact of these errors after the robots.txt is implemented.\nThe smoke tests did not trigger an alarm implying that the service was never down for ten minutes and had fixed itself.\nOutage - Check Service - 2024-07-17\nIn attendance\nAsync on Slack:\n\n\nOwen Eveleigh\nBen Hodgkiss\nErnest Man\nChris Cundill\nGeorge Goodall\n\nDescription\nThe Planning Data Check Service is not available - and is returning an error page.\nRunning log\nOn (2024-07-17)\n\n\nBen Hodgkiss noticed a canary alarm in Slack that the Check service canaries had failed twice at 9:17 and 9:27 am (BST).\nOnce noticing, Owen Eveleigh was informed. After an initial investigation, an incident was declared.\nErnest Man and Chris Cundill began to perform the full investigation of the issue, working alongside George Goodall for any identified application problems.\nThe issue was identified as an intermittent front-end application issue. As a short-term fix, the app was restarted.\nAt 11:46am, the Check service was back online.\nFurther investigations and fixes will be carried out to do a long-term fix to the identified issue.\n\nPostmortem\nTo be completed once incident completed.\nOutage - Title boundaries not displayed on Map\nIn attendance\nAsync on Slack:\n\n\nPaul Downey\nChris Cundill\n\nDescription\nPaul Downey reported that he couldn’t find any title boundaries on our map and observed from the browser console that it\nappears as though the titles requested are not found (return 404 errors).\n\nRunning log\nOn (2024-07-12)\n\n\nPaul Downey reported the issue on Slack, asking for it to be investigated after the weekend, on Monday.\n\nOn (2024-07-15)\n\n\nChris Cundill began investigating. Following discussion with Owen Eveleigh, it appears that the job to populate\ndatasette tiles with title boundaries may not be functioning normally and therefore has resulted in no map tile data\nfor title boundaries.\nAfter investigating the system containers responsible for populating datasette tiles, an ECS task was identified as\nthe system container responsible for building map tile data for datasette tiles. The ECS task is triggered by a\nCloudtrail event (originating from S3) via EventBridge.\n\n\nThe source code for the ECS task is at Tiles Builder GitHub repo\nThe EventBridge rule is named production-datasette-tile-builder-entity-uploaded-trigger\nThe ECS task definition is named production-datasette-tile-builder-task\n\nHaving not found any logging from the ECS task, the AWS S3 CLI was used to re-upload the .sqlite3 file for the\ntitle-boundary dataset to thus trigger an invocation of the ECS Task\n\n\nThe upload did not result in an invocation of the ECS Task so the Cloudtrail event log was consulted\nIt was observed that the requestParameters were truncated in the Cloudtrail event which means the event pattern in\nthe EventBridge rule would not have matched\nExamples of (CompleteMultipartUpload) events for other datasets were found from previous logs which did include\nthe full requestParameters and would therefore match the EventBridge rule pattern\n\n\nOn (2024-07-16)\n\n\nAfter reviewing these findings, the following change to the event pattern was proposed…\n\nCurrent\n {\n \"detail\": {\n \"eventName\": [\"PutObject\", \"CompleteMultipartUpload\"],\n \"eventSource\": [\"s3.amazonaws.com\"],\n \"requestParameters\": {\n \"bucketName\": [\"production-collection-data\"],\n \"key\": [{\n \"suffix\": \".sqlite3\"\n }]\n }\n },\n \"detail-type\": [\"AWS API Call via CloudTrail\"],\n \"source\": [\"aws.s3\"]\n }\nProposed:\n {\n \"detail\": {\n \"eventName\": [\"PutObject\", \"CompleteMultipartUpload\"],\n \"resources\": {\n \"type\": [\"AWS::S3::Object\"],\n \"ARN\": [{\"wildcard\": \"arn:aws:s3:::production-collection-data/*.sqlite3\"}]\n }\n },\n \"source\": [\"aws.s3\"]\n }\n\n\nWe agreed to go ahead with the proposed changes but also noted that the input parameters used by these jobs would\nneed to be changed since the bucket name and key are no longer available separately but only as part of the overall S3\nObject ARN. The knock-on effect is that the ECS tasks using these EventBridge triggers also need to be adapted to\nwork with an ARN instead of a separate bucket name and bucket key.\nThe following changes have been made:\n\n\ndigital-land/tiles-builder/pull/15\n\nThe EventBridge trigger for tiles-builder was changed manually in the development environment and tested by updating\none of the dataset sqlite files.\n\nOn (2024-07-17)\n\n\nNext, the Terraform changes for the EventBridge rule must be made. Since all EventBridge rules are managed as a collection by the same module, it became apparent that it would also be necessary to adapt the other ECS tasks for the ARN parameter:\n\n\ndigital-land/digital-land-postgres/pull/16\ndigital-land/digital-land-efs-sync/pull/4\n\nThe Terraform change was applied to the development environment and tested before proceeding to production.\n\n\nStaging environment was skipped since it was occupied with an ongoing development change which wasn’t quite ready for production yet\n\nThe Terraform change was applied to production, and the following ECS task images were published to ECR in production:\n\n\ntiles-builder\ndigital-land-postgres (ECS task named sqlite-ingestion)\ndigital-land-efs-sync (usually just referred to as efs-sync)\n\nThe S3 upload event was tested first on a smaller dataset: agricultural-land-classification-collection\n\n\nAll three ECS tasks were triggered normally and succeeded\n\nUnfortunately the first few attempts to upload the title-boundary dataset (15 GiB) (to trigger an S3 upload event) failed due to authentication session timeouts\n\nOn (2024-07-18)\n\n\n7:30 - First upload failed (about 75% the way through) due to authentication session timeouts again\n9:30 - Thankfully the second upload of the day succeeded (14.9 GiB)\nAll ECS tasks were fired after the S3 upload event, including the critical datasette-tiles-builder task. However, it seems hashing has prevented it from proceeding to write data…\n\n2024-07-18T09:56:21.658+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: running with settings: S3_BUCKET=production-collection-data, S3_KEY=title-boundary-collection/dataset/title-boundary.sqlite3, DATABASE=title-boundary.sqlite3, DATABASE_NAME=title-boundary\n2024-07-18T09:56:21.658+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: checking lock\n2024-07-18T09:56:21.661+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: no current lock-title-boundary\n2024-07-18T09:56:21.674+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: removing existing temporary tiles\n2024-07-18T09:56:21.679+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: attempting download from s3://production-collection-data/title-boundary-collection/dataset/title-boundary.sqlite3\n2024-07-18T09:59:02.788+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: finished downloading from s3://production-collection-data/title-boundary-collection/dataset/title-boundary.sqlite3\n2024-07-18T09:59:02.799+01:00 890a0155-8d5e-4d64-a4ba-9b1b70b68dbb: building tiles\n\n\nAdded a new flag parameter to the datasette-tiles-builder task to control whether a hash check should be performed.\n\n\nDisabling the check can be useful in the scenario where a rebuild of tile data is required even when SQLite data has not changed.\n\nAfter deploying the new version of datasette-tiles-builder task, it was triggered manually by creating an ECS task.\n\n\nThe manual trigger included the new flag to disable the hash check\n\nUnfortunately, despite skipping the hash check, a new problem materialised with generating a hash of the SQLite file\n\n\nThe root cause of this problem is not known. Low disk space might be one issue. No error materialised in logs.\nInstead of addressing the root cause, it was decided that an option would be introduced to disable hash generation.\n\nAnother new flag parameter was added to the datasette-tiles-builder task to control whether hash generation should be performed.\n\n\nDisabling the check can be useful in the scenario where a rebuild of tile data is required even when SQLite data has not changed.\n\nAfter deploying the new version of datasette-tiles-builder task, it was triggered manually by creating an ECS task.\n\n\nThankfully, this time the task succeeded.\nMap tile data for title boundaries was written to EFS for Datasette Tiles and, ultimately, the Map website to use\n\n\nPostmortem\nComing soon. Postmortem session to be arranged by Gordon Matchett.\nIn the meantime, here are few thoughts from Chris C relating to some questions received via Slack:\nHow long has this been happening?\nUnsure. The problem occurred because AWS truncated event data, which was actually a knock on effect from the size\nof the title boundary dataset.\nWhat was the impact on users?\nTitle boundary data was not displayed on the Map search feature of the Planning Data website.\nHow can we recognise this in the future?\nGet notified when an event-based ECS task fails to fire/execute.\nWhat steps are we taking to ensure it doesn’t happen again, or we can respond more quickly?\nWe could do the following:\n\n\nadd better error handling in the main shell scripts\nsetup an alarm and alert for when an event-based ECS task fails to fire/execute\nsetup another alarm and alert for when an event-based ECS task encounters an error\nhave smoke tests in production which check for the presence of expected datasets, e.g. ensure the map has some title boundaries\n\nOutage - Config data missing in datasette - 2024-07-08\nIn attendance\nAsync on Slack:\n\n\nPaul Downey\nOwen Eveleigh\nChris Johns\n\nDescription\nPaul Downey reported that the datasette column table only had three entries. There was a concern that this data may affect pipeline data, such as brownfield land.\nRunning log\nOn (2024-07-08)\n\n\nPaul Downey reported the issue on Slack.\nOwen Eveligh and Chris Johns began investigating. Owen began to look specifically at the brownfield land data to confirm the issue.\n\nPostmortem\nTo be completed once incident closed.\nOutage - digital-land tables down on Datasette - 2024-07-04\nIn attendance\nAsync on Slack:\n\n\nGreg Slater\nPaul Downey\nOwen Eveleigh\nErnest Man\n\nDescription\nGreg Slater noticed that some of the digital-land tables were showing an “Invalid SQL” error when attempting to load on datasette. In particular, digital-land.organisation was noted as being down. The error page shown notes a “disk I/O error”.\nRunning log\nOn (2024-07-04)\n\n\nGreg Slater reported the issue as a query on the Planning Data Slack channel.\nMultiple users confirmed that this was a widespread issue.\nErnest Man and Owen Eveleigh were deployed to fix the issue.\nFour containers hosting datasette were restarted. Upon restart, the webpages were available.\nOwen Eveleigh reported that this was due to a glitch found as digital_land.sqlite3 had caused very high CPU and memory usage on the containers, causing the SQL error to show\nAt this stage, the incident was closed, although there will be additional monitoring over the subsequent days to confirm no repeat of the issue.\n\nPostmortem\n\n\nThis incident was unexpected and deemed to be of a low risk of reoccurence.\nThe primary concern was that the incident was not known until anecdotally discovered by the team.\nA ticket has been raised in the backlog to introduce canaries and other alerts to some of the key digital-land database tables. Once completed, these should alert the relevant teams that they are returning an error.\n\nOrganisation-collection is not updating local authority data - 2024-06-24\nIn attendance\nAsync on slack:\n\n\nPaul Downey\nOwen Eveleigh\nChris Johns\n\nDescription\nPaul Downey made some changes to the local-authority.csv to update the regions of local authorities. After the pipeline process ran for two days, the data was not being updated on Datasette or planning.data.gov.uk.\nRunning log\nOn (2024-06-25)\n\n\nPaul Downey encountered the issue the previous day and reported it on the Slack channel.\nChris Johns investigate the issue and believed it was connected to a prior piece of work.\nOwen Eveleigh and Chris Johns identified the ikely cause of the issue was due to update to the data being incorrect. Entry-date field had been included previously where it should not have been.\nOwen Eveleigh made the decision that to fix this issue, we would remove entry-date from all organisation csv files (including local-authority.csv) and we will retire all the resources that contain the entry-date column, as these contain the error.\n\nOn (2024-06-26)\n\n\nChris Johns removed the entry-date from the files. \nA second issue was discovered relating to how the organisation.csv file is generated. The recent change downloads the files used to generate it from AWS. However caching of the files meant that this could download outdated copies rather than the ones just generated. \nThis step was then modified to get files directly from the S3 bucket.\n\nOn (2024-06-27)\n\n\nChris Johns reported that the overnight process had worked correctly and as expected. \nThe incident was closed at this time, however enhanced monitoring will continue for the next few days, especially when we are notified that a data change is being made.\nA RCA and postmortem will be led by Gordon Matchett, and updated below.\n\nPostmortem\n\n\nTo be completed by Gordon Matchett.\n\nPlanning.data.gov.uk 502 encountered when loading entity - 2024-06-07\nIn attendance\n\n\nPaul Downey\nSamriti Sadhu\n\nDescription\nAn issue was reported via Slack concerning a 502 error encountered when accessing specific entities on the platform. \nUpon investigation, it was observed that the error occurred due to the excessively large data size of certain entities, \nparticularly Flood Risk Zone entities.\nRunning log\n\n\nOn June 7, 2024, Paul Downey encountered the issue and reported it on the Slack channel, specifically for the \nentity: https://www.planning.data.gov.uk/entity/65135927.\nSamriti Sadhu investigated the issue and observed that it occurred specifically for Flood Risk Zone entities \nwhere the data volume was excessively large. This was confirmed by accessing the entity data in\nJSON format: https://www.planning.data.gov.uk/entity/65135927.json.\nA ticket is created in Trello to address and optimize the loading of large data sets.\nImplemented self-contained HTML error pages that will be served by CloudFront. This ensures the page fails graciously\nTo optimize the page, it was decided that the GeoJSON tab content will be loaded only when the GeoJSON tab is clicked\n\nPlanning.data.gov.uk Data Replaced With Empty Fields - 2024-05-03\nIn attendance\n\n\nKena Vyas\nOwen Eveleigh\n\nDescription\nReports in slack of data no longer being available on the platform. It became clear that a change to the python library\nhad resulted in all of the information except the entity number being removed from the entities.\nRunning log\n\n\nOwen and Kena investigated the issue identifying the cause.\nOwen and Kena reverted the change and reprocessed the data.\n2024-05-07 issue still present for the title boundary data. This was due to another underlying issue\ncaused by how events trigger in AWS. \nOwen manually triggered the re-processing of title boundary data in all three environments leading to the\ndata being present on the site.\n\nPostmortem\n\n\nReview of the changes made will take place including improving acceptance and unit tests which did not pick up on the fault.\nTicket to be made regarding improving the triggers in AWS for large files which do not contian the right meta data.\n\nPlanning.data.gov.uk Maps Down - 2024-04-12\nIn attendance\n\n\nGeorge Goodall\nErnest Man\nOwen Eveleigh\n\nDescription\nFailed canaries was first reported in the planning-data-platform slack channel on the morning of 12 April 2024. The maps were down and the alarms were triggered.\nRunning log\n\n\nErnest noticed the triggered alarms and found that the error was due to maplibre not being found in the client side javascript. he then contacted Owen and George. around 9.55 \nGeorge started investigating the issue at 10.00. shortly after he found the issue was to do with https://unpkg, where we were fetching the maplibre library from.\nGeorge then developed a hotfix involving obtaining maplibre via npm and using rollup.js to bundle the library into the client side javascript.\nThe hotfix was deployed around 11.30am and the maps were back online.\n\nPostmortem\n\n\nThis issue arose due to importing the javascript directly from the CDN, bundling the library into the client side javascript resolved the issue.\nGoing forward we need to address other imports from CDNs to prevent similar issues. both for javascript and css.\n\nDatasette Tiles outage - 2024-04-08\nIn attendance\n\n\nErnest Man\nOwen Eveleigh\n\nDescription\nFailed canaries was first reported in the planning-data-platform slack channel on 08 April 2024 around 9:20am. It then resolved and raise \nnew alarm again at 10:10am.\nRunning log\n\n\nErnest started investigation around 9:50am. RDS \u0026 EFS resources seems all fine. However, the ECS tasks keep failing in healthcheck\nwhich causes the task to restart.\n\nMain symptoms:\n\n\nSlowness and error 504 for datasette tiles \nECS tasks healthcheck keep failing which causes the tasks to restarts\n\nSummary of the issue: The datasette tile outage was caused by the Memory utilization reached close to 100%. And we can see the following sqlite3 error\nin logs.\nERROR: conn=\u003csqlite3.Connection object at 0x7f916c753120\u003e, sql = ‘\\n select\\n columns.database_name,\\n \ncolumns.table_name,\\n group_concat(columns.name) as columns\\n from\\n columns\\n where\\n \ncolumns.table_name = “tiles”\\n group by\\n columns.database_name,\\n columns.table_name\\n \norder by\\n columns.table_name\\n ’, params = None: database table is locked: columns\nsqlite3.OperationalError: database table is locked: columns\nPostmortem\n\n\nSeems something happened which cause the sqlite table locked\nECS task have now upgrade to additonal 3 instance of .098 vCPU \u0026 1GB. There should not be any additonal cost implications \nas we are using the cluster spare resources, but a long term plan should consider for vertical scaling. \nErnest will continous monitoring any issue.\n\nOn (2024-04-09)\n\n\nDatasette tiles are running fine in Production\n\nDatasette \u0026 Datasette Tiles outage - 2024-02-06\nIn attendance\n\n\nErnest Man\nChris Cundill\n\nDescription\nFailed canaries was first reported in the planning-data-platform slack channel on 06 Feb 2024 around 1am when the Collection ran. \nUsers also reported error 502 around 9am. in the morning.\nRunning log\n\n\nErnest started investigation around 9am. I think this is related to the EFS throguhtput mode changes on 05 Feb 2024 ticket as we have previously downgraded \nthe throguhtput mode from “Elastic” to “Bursting”.\n\nMain symptoms:\n\n\nSlowness and error 502 for datasette and datasette tiles \nEFS Throughput utilization reached 100%\n\nSummary of the issue: The datasette outage was caused by the EFS throughtput reached 100% threshold. We have roll back the throguhtput\nmode changes and both datasette servcies are back online at 9.20am.\nPostmortem\n\n\nDiscussion between Owen, Chris and Ernest already started last week on a long term solution for this EFS issue.\n\nOn (2024-02-07)\n\n\nBoth datasette services are running fine in Production. In additon, the EFS throughtput is now running about 20%.\n\nPlanning.data.gov.uk outage - 2023-10-05\nIn attendance\nAsync on slack:\n\n\nErnest Man\nOwen Eveleigh\n\nDescription\nDuring the Bug Party on the morning of 05th October 2023, the Development and Design teams (around 11 people) were carried out some testing for the planning data site \nwith different browser/device. Slowness of the site first reported around 15mins in and the first aws canary test failed at 11:27am. The outage was \naround 10-15 mins.\nRunning log\n\n\nErnest and Owen started investigation at around 11:30am. We getting time out error for the site. The issue seems related to the aws rds database.\nErnest and Owen have look at varies area in the production platform, inclued ECS, RDS postgres database etc.\n\nMain symptoms:\n\n\nSlowness of the planning data site\ntime out error on the site\nSearch doesn’t work\n\nSummary of the issue: The aws rds reader instance is running out of local storage. With the current DB instance class “db.t4g.large” which \nhas 16GB maximum temporary storage available. More info here\nERROR: could not write to file “base/pgsql_tmp/pgsql_tmp13706.0”: No space left on device\nPostmortem\n\n\nBug ticket have been created.\nAdditional reader instance have been temporary added to production cluster.\nDev team is looking at optimize the search query\nErnest will continous monitoring any databse issue.\n\nNational map url ‘dataset’ parameter key changed to ‘layer’ - 2023-10-02\nIn attendance\nAsync on slack:\n\n\nGeorge Goodall\nPaul Downey\n\nDescription\nAt 5.09 on Friday the 29th of September, Paul Downey posted in the main Slack channel that the url param key for the dataset has changed from dataset to layer. He advised that this needed reverting, and any urls pointing to the old key needed to be redirected.\nExample of original format:\nhttps://www.planning.data.gov.uk/map/?dataset=infrastructure-project\nExample of new, unexpected format:\nhttps://www.planning.data.gov.uk/map/?layer=infrastructure-project\nRunning log\n\n\nGeorge started investigations at 9.11am on the 2nd October, finding that the specified key for the dataset param had\nbeen overwritten as part of the refactor/map component update here: https://github.com/digital-land/digital-land.info/pull/133\nAn initial fix was deployed at 10.35am that reverted the key back to dataset, and added a function to change any urls with the old key to the new key.\nA second PR was deployed at 11.08am that added a test to check that the url param key was correct and that the old key was correctly changed to the new key.\nThese changes were reviewed, approved and merged by Mark at 11:08 and available on the live site a few minutes later.\n\nImpact\nLinks with the now non-functioning format had gone out as a part of the weeknote shared by senior management, including to a minister-level audience. Matt Lucht identified a quick workaround, to make a new URL that included both sets of data:\nhttps://www.planning.data.gov.uk/map/?dataset=infrastructure-project\u0026layer=infrastructure-project\nAnalysis\nWe did not appreciate that people were using and sharing the direct link off the browser to access the map.\nWhen applying updates to the map code, we overwrote the section that specified the dataset url param key and replaced it with layer. This change was not picked up in manual testing or code reviews. There were no automated tests covering this case, and as the change was inadvertent, we did not write any new ones.\nPost incident actions\nWe are implementing a better set of automated tests to reduce the likelihood of this happening again.\nLessons to be learned\nThe original change came in as part of a much largeer set of code changes. It was not noticed in code review. Code reviews are not as effective when dealing with extensive changes. Next time, let us find ways to not create large pull-requests with hundreds of lines of changes.\nmaptiler started returning 403 errors - 2023-08-16\nIn attendance\nAsync on slack:\n\n\nGeorge Goodall\nMartin Grey\n\nDescription\nEarly afternoon on 16th October 2023, Martin noted that the national map was not loading correctly. George then investigated further and found that the maptiler service was returning 403 errors.\nRunning log\non (2023-08-16)\n\n\nGeorge started investigations around 3pm. He found that the maptiler service was returning 403 errors. with attached body Invalid key - Get your FREE key at https://cloud.maptiler.com/account/keys/\nPaul Smith is the only person with access to the maptiler account. As he is on leave we can not investigate further to discover the cause of this issue.\nA temporary fix was merged by George that swapped out the paid map for an open one and replaced the key with his own personal one.\n\naws alarms raised for datasette and datasette-tiles canaries - 2023-08-14\nIn attendance\nAsync on slack:\n\n\nErnest Man\nOwen Eveleigh\n\nDescription\nOn the morning of 14th August 2023 when Ernest logged on around 9am in the morning and noticed the aws alarms was raised in our \nslcak channel for datasette and datasette-tiles. Getting 502 error for both endpoints and diagnostic procedures started at that point.\nRunning log\n\n\nErnest and Owen started investigation at around 9am. We getting 502 when we hit those endpoints directly. The issue seems only \naffecting Production environment as we cannot see the same in the lower environments (Dev and staging). So we suspect this is more of \na platform related issue.\nErnest and Owen have look at varies area in the production platform, inclued ECS, collection pipeline, RDS postgres database etc.\n\nMain symptoms:\n\n\nboth datasette and datasette-tiles applications crashed in prod leading to a 502 bad gateway\nECS task is unable to launch any new instances as they do not pass health checks\nNational map may not be able to access our tiles\nFact pages on the site will be unavailable\nReporting may be affected as cannot access production datasette\n\nSummary of the issue: The EFS throughput is too high during the nightly data update. This caused by the \npipeline dumped files and datasette applications restarting.\nPostmortem\n\n\nLive incident ticket have been created.\nEFS have now upgraded to use “Elastic” throughput mode.\nErnest will continous monitoring any cost implications in aws Cost Explorer\n\nOn (2023-08-14)\n\n\na temporary fix have been implemented by reducing the 2 ECS services which uses the EFS storage to 0, allow EFS to \nmove to a normal throughput, an then reinstate the applications. Both datasette and datasette-tiles seems to back online\nin the evening and canaries also reported positive test results.\n\nOn (2023-08-15)\n\n\nThe datasette alarms was also rasied around 1:05am and it seems the EFS throughput still very high in Production when the \ncollection pipleine run, so we start looking for a more permanant solution.\n\nThe current EFS file system is using “Bursting“ throughput mode. It means the application is throughput-constrained \n(i.e. if it uses more than 80% of the permitted throughput or we have used up all burst credits). \nThe burst credits was used up (near 0) when the collection pipeline runs.\nWe decided to upgrade the EFS to use “Elastic” throughput mode instead. In contrasts to the burst credits way of Bursting \nthroughput mode, Elastic throughput mode of EFS automatically scales throughput performance up or down to meet the needs \nof the workload activity. Elastic throughput can drive up to 3 GiBps for read operations and 1 GiBps for write operations \nper file system.\nWe upgraded the EFS to use “Elastic” throughput mode in the afternoon.\nOn (2023-08-16)\n\n\nNo alarms have been raised this morning and all canaries seems running fine.\nThe EFS throughput are healthy too\nECS tasks are all running fine\nWe will continous monitoring the platform and the additional cost implications if any.\n\nOn (2023-08-17)\n\n\nNo alarms have been raised and all canaries seems running fine.\nThe EFS throughput are healthy as yesterday\nWe noticed the EFS cost increased by around $8 per day, so decided to re-enable “Bursting“ mode \nfor (Dev and Staging) environments to save cost.\n\nDocumentation section on planning.data.gov.uk showing error - 2023-06-12\nIn attendance\nAsync on slack:\n\n\nSwati Dash\nOwen Eveleigh\nErnest Man\nMark Smith\n\nDescription\nOn the morning of 12th June 2023 at 09:55a.m. Swati reported the planning data site Documentation section is showing error.\nRunning log\n\n\nErnest and Mark started investigation at around 10am. We cannot see any issue from the infrastructure side and the error \nseems to have appear in the lower environments (Dev and staging) too. So we suspect this is a coding issue and Mark have started \nto investigate this matter further. \n\nSummary of the issue: The robots.txt server route did not explicitly tell Fast API to exclude it from application API schema.\nMark have rasied a PR to address the issue.\nPostmortem\n\n\nMark PR hotfix\nLive incident ticket have been created.\nErnest now included “/docs” in the canary test, ticket also created.\n\nOn (2023-06-14)\n\n\nThe Documentation section is showing without any error, we have also implemented canary test for checking the /doc endpoint.\n\nSlowness reported on planning.data.gov.uk - 2023-06-01\nIn attendance\nAsync on slack:\n\n\nWarren Hobden\nErnest Man\nMark Smith\nAdam Shimali\n\nDescription\nOn the morning of 1st June 2023 at 10:15a.m. User reported the planning data site slowness and the Entity \u0026 Dataset API endpoints are also affected \nby intermittent 500 error and diagnostic procedures started at that point. In addition, PlanX also seems impacted by the same issue and they reported\non Friday 2nd June 2023.\nRunning log\n\n\nErnest, Mark and Adam have done some detailed investigation as we are seeing this similiar issue second time. The first incident happened in April 2023\nwhen we initially thought it was due to an auto minor databse version upgrade by aws as it happen around the same time when we have the outage.\n\nThe postgres RDS database (Reader instance) was maxed-out on CPU due to the following error and query.\nERROR: could not write to file “base/pgsql_tmp/pgsql_tmp31290.8”: No space left on device\n2023-06-01 11:51:47 UTC:10.0.24.253(34156):root@planning:[31290]:ERROR: could not write to file \n“base/pgsql_tmp/pgsql_tmp31290.8\": No space left on device\n2023-06-01 11:51:47 UTC:10.0.24.253(34156):root@planning:[31290]:STATEMENT: \nSELECT ST_AsGeoJSON(entity.geometry) AS “ST_AsGeoJSON_1”, ST_AsGeoJSON(entity.point) AS “ST_AsGeoJSON_2\", \nentity.entity AS entity_entity, entity.name AS entity_name, entity.entry_date AS entity_entry_date, \nentity.start_date AS entity_start_date, entity.end_date AS entity_end_date, entity.dataset AS entity_dataset, \nentity.json AS entity_json, entity.organisation_entity AS entity_organisation_entity, entity.prefix AS entity_prefix, \nentity.reference AS entity_reference, entity.typology AS entity_typology, ST_AsEWKB(entity.geometry) AS entity_geometry, \nST_AsEWKB(entity.point) AS entity_point, count(entity.entity) OVER () AS count\nFROM entity ORDER BY entity.entity\nLIMIT 10 OFFSET 536990\nSummary of the issue: We use a limit/offset query to provide paginated access to the data. \nWe’re seeing very large offsets (greater than 500,000) which looks like a search engine or similar \nis crawling through the entity pages. Large offsets cause inefficiencies for the database, \nwhich is we believe the cause of the problem you are seeing with the site being down.\nPostmortem\n\n\nWe have temporary increased the number of database reader nodes in Production, which seems to have addressed the issue in the short term.\nAdam has re-write the entity query so it does not use limit/offset.\nMark has also added a robots.txt file which can be used to ask search engine crawlers to exclude certain parts of the web site.\nticket have been created to enabled database auto scaling in production.\nLive incident ticket also created.\n\nNEXT DAY (2023-06-02)\n\n\nAfter we have increased the number of reader nodes in the morning and it seems the site is running fine.\nThe team continuous monitoring the production database server/logs and the planning site.\nWe also deployed the robots.txt PR into Development for further testing.\n\nOn (2023-06-05)\n\n\nThe planning data site seems back to normal\nTesting database auto scaling in development environemt and ready for deploy into production.\nTesting robots.txt in development environment\nPaul Downey rasied a point about malicious usage, he mentioned datasette has similar restrictions on the size of a result set got returned. \nwe will look at this and put some restrictions around it.\n\nOn (2023-06-06)\n\n\nThe RDS database auto scaling is now deployed to production and the planning data site seems running fine.\nNew Synthetics Canaries ticket created to included the following backend API endpoints. https://www.planning.data.gov.uk/entity.json?limit=10 \nand https://www.planning.data.gov.uk/dataset.json\n\nOn (2023-06-08)\n\n\nThe planning site continous to run fine with averaging around 20% database CPU utilization and we have also included the robots.txt changes.\n\nGetting error 500 on planning.data.gov.uk - 2023-04-11\nDescription\nOn the morning of 11th April 2023 at 7:34a.m. Paul Downey noted that the site getting intermittent 500 error and diagnostic\nprocedures started at that point.\nRunning log\n\n\nErnest and Owen have done a number of checks across the platform and noticed the postgres RDS database (Reader instance) was \nmaxed-out on CPU due to the following query. This may caused by someone trying to download lots of data. \n\n2023-04-11 06:04:02 UTC:10.0.43.141(45314):root@planning:[22027]:STATEMENT: SELECT ST_AsGeoJSON(entity.geometry) AS “ST_AsGeoJSON_1\", \nST_AsGeoJSON(entity.point) AS “ST_AsGeoJSON_2”, entity.entity AS entity_entity, entity.name AS entity_name, \nentity.entry_date AS entity_entry_date, entity.start_date AS entity_start_date, entity.end_date AS entity_end_date, \nentity.dataset AS entity_dataset, entity.json AS entity_json, entity.organisation_entity AS entity_organisation_entity, \nentity.prefix AS entity_prefix, entity.reference AS entity_reference, entity.typology AS entity_typology, \nST_AsEWKB(entity.geometry) AS entity_geometry, ST_AsEWKB(entity.point) AS entity_point, count(entity.entity) OVER () AS count\nFROM entity ORDER BY entity.entity\nLIMIT 10 OFFSET 569100\nPostmortem\n\n\nErnest implemented an aws alarm for the postgres database’s CPU when it reached above 60% threshold.\nA new ticket have been created to look into this issue in more details. \n\nAll applications on planning.data.gov.uk - 2022-11-22\nIn attendance\nAsync on slack:\n\n\nPaul Downey\nLawrence Goldstien\nPaul Smith\n\nDescription\nOn the morning of the 22nd the decision was taken to switch over to the new infrastructure setup in the production\naccount. We made preparations by adding a service outage banner to the application as we were aware that some downtime\nwould be experienced while DNS updated globally. After the switchover Lawrence was able to access the new infrastructure\nso assumed everything was going to plan. At 2:45pm Paul Downey noted that the site was not accessible and diagnostic\nprocedures started at that point.\nRunning log\n\n\nGDS contact confirmed the DNS change had been actioned at 2:15pm\nLawrence observed that the datasette and datasette tiles applications were available on the new domain at 2:20pm\nLawrence observed that the main application was available at 2:35pm\nPaul Downey observed that the site was still not accessible for him and posted the results of a dig on the main\napplication domain at 2:50pm\nLawrence used the site https://www.whatsmydns.net/#NS/planning.data.gov.uk to check for propagation and noted that\nmost DNS servers had updated to the new environment at 3pm\nPaul Downey observed that the website worked for him at 4pm\nLawrence and Paul Downey observed that the site was working intermittently from 4pm to 6pm.\n\nNEXT DAY (2022-11-23)\n* Paul Downey observed that the site worked for him when tethered to his phone but saw that one in three runs of dig\n against the domain returned empty results at 9am\n* Paul Downey posted into the digital planning slack to advise that we thought the change went through and to let the\n team know of any issues at 9am\n* Lawrence observed that some DNS servers had longer TTLs for the domain compared to the current and old DNS records\n TTLs of 24 hours at 1pm\n* The decision was made to wait out the full 48 hours of TTL and continue work to solve the issues afterwards at 1:30pm\nNEXT DAY (2022-11-24)\n* Paul Downey noted that the DNS responses where still not returned consistently when running a dig command at 8:30am\n* Lawrence ran some diagnostics against a selection of public DNS servers and noted that the data.gov.uk domain has two\n sets of DNS servers: AWS and Google Cloud. Lawrence found that running a dig against AWS servers for the domain\n returned details for the new domain whereas running a dig against the Google Cloud returned no results at 10am\n* Lawrence drafted a message to be sent to GDS detailing the issues with the Google Cloud nameservers at 10am\n* GDS confirmed the issue and confirmed they had synced AWS and Google Cloud nameservers at 11:50am\n* Paul Downey observed that the site was up and running for him at 11:55am\n* Lawrence completed further checks and noted that most global DNS servers had updated to the new infrastructure at 12pm\nPostmortem\nWe felt the team reacted well to this outage and stakeholders were understanding of the downtime.\nPaul Smith developed a pattern for service status messages to users and added feedback to the\nGOV.UK Design system.\nIn reflection the team could have recognised the issues sooner and checked more details of the DNS configuration.\nWe could have offered the old address https://digital-land.info to OSL and other groups as a fallback while the system\nwas down.\n","url":"/runbook.html"},"19":{"title":"Working with LPA GIS Systems","content":"Working with LPA GIS Systems\nGenerally LPAs run one of a small number of GIS platforms. Most are compatible with some version of the OGC spec.\nYou need a small amount of info to work with these servers. This page is intended to give you some guidance.\nCore Concepts\nLPAs often provide data directly from a standards-compliant web server. You can query the server for data by building relatively simple query strings.\nTerminology\n\n\nOGC - Open Geospatial Consortium. They define the standards. \nWFS - Web Feature Service. Use this service to get data in eg csv or json formats\nWMS - Web Map Service. Use this service to get maps as images etc\nFeature - a thing on a map. You get them from making calls to WFS.\nFeature Type - information about the features above. \nQGIS - open-source mapping tools. Their desktop tool is great if you need to visualize your map data.\n\nThere’s broadly two kinds of query - one for maps - (wms) and one for data that comprises maps, (wfs). We are going to focus on wfs.\nYou might get a suggested endpoint like https://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0 from an LPA. This is a pointer to their GIS. See ‘WFS’ in there? We can also see that they’re providing version 2.0.0 of the OGC spec.\nWhat can you do with it?\nGet the servers cabilities\nIf you add \u0026request=GetCapabilities onto the query, you will get back some XML that describes what the server can do.\nTry it! - click https://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0\u0026request=GetCapabilities\nThis is important to us since it gives us some insight into what their server can provide. When you ran the query above you got some XML. As is typical for an XML document there’s a lot of stuff in there but there’s no need to understand all of it.\nInteresting / useful items in a servers capabilties\nLook for the strings below in the XML:\n\n\noutputFormat - lets us know what the server claimes to produicve if requested\nImplementsResultPaging - some servers hold massive amounts of data that we might want to download in chunks\nFeatureTypeList - super important. A FeatureType names the kind of data the server can offer. Eg \u003cName\u003ens:DVL_ARTICLE_4\u003c/Name\u003e is a clue we will be able to get Article 4 direction info.\n\nI scanned down the file looking for FeatureTypeList and found the Article 4 info - the first entry.\n\u003cFeatureType\u003e\n \u003cName\u003ens:DVL_ARTICLE_4\u003c/Name\u003e\n \u003cTitle\u003eDVL_ARTICLE_4\u003c/Title\u003e\n \u003cDefaultCRS\u003eurn:ogc:def:crs:EPSG::27700\u003c/DefaultCRS\u003e\n \u003cOtherCRS\u003eurn:ogc:def:crs:EPSG::3857\u003c/OtherCRS\u003e\n \u003cOtherCRS\u003eurn:ogc:def:crs:EPSG::4277\u003c/OtherCRS\u003e\n \u003cOtherCRS\u003eurn:ogc:def:crs:EPSG::4326\u003c/OtherCRS\u003e\n \u003cows:WGS84BoundingBox\u003e\n \u003cows:LowerCorner\u003e-180 -89.9999\u003c/ows:LowerCorner\u003e\n \u003cows:UpperCorner\u003e180 89.9999\u003c/ows:UpperCorner\u003e\n \u003c/ows:WGS84BoundingBox\u003e\n\u003c/FeatureType\u003e\nNot massively useful. The Name and Title and some stuff about coordinate systems and boundaries.\nYou can get more.\nGetting info about a Feature Type\nDescribeFeatureType gives you the definition of a given feature type. You just need to provide the name of the Feature Type you want, without the ns: prefix:\n\u0026request=DescribeFeatureType\u0026TypeNames=DVL_ARTICLE_4\nFor example\nhttps://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0\u0026request=DescribeFeatureType\u0026TypeNames=DVL_ARTICLE_4\nGives us a type definition. The best bit is that there is some info about the fields that Features of this FeatureType have:\n\u003cxsd:complexType name=\"DVL_ARTICLE_4_Type\"\u003e\n \u003cxsd:complexContent\u003e\n \u003cxsd:extension base=\"gml:AbstractFeatureType\"\u003e\n \u003cxsd:sequence\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"GML_Geometry\" nillable=\"false\" type=\"gml:GeometryPropertyType\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"ARTICLE\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"DATE122\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"NAME\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003cxsd:element maxOccurs=\"1\" minOccurs=\"0\" name=\"REFERENCE\" nillable=\"false\" type=\"xsd:string\"/\u003e\n \u003c/xsd:sequence\u003e\n \u003c/xsd:extension\u003e\n \u003c/xsd:complexContent\u003e\n \u003c/xsd:complexType\u003e\n\u003cxsd:element name=\"DVL_ARTICLE_4\" substitutionGroup=\"gml:AbstractFeature\" type=\"ns:DVL_ARTICLE_4_Type\"/\u003e\nThis gives you some guidance on what column mappings you need to set up. In the above, NAME and REFERENCE are going to get automatically mapped. DATE122 though? We do not know which Article 4 Date that maps onto. To determine what we’re going to do about that we can go and get the actual data.\nGetting some map data for a Feature Type\nGet the actual data - Click here! https://medwaymaps.medway.gov.uk/WFS/wfs.exe?service=WFS\u0026version=2.0.0\u0026request=GetFeature\u0026TypeNames=DVL_ARTICLE_4\nThis gives you the data in full XML format. Here’s a single Feature - Upper Upnor(4):\n\u003cwfs:member\u003e\n \u003cns:DVL_ARTICLE_4 gml:id=\"DVL_ARTICLE_4.1.1\"\u003e\n \u003cgml:description\u003ePolygon\u003c/gml:description\u003e\n \u003cgml:name\u003ePolygon\u003c/gml:name\u003e\n \u003cgml:boundedBy\u003e\n \u003cgml:Envelope srsName=\"EPSG:27700\"\u003e\n \u003cgml:lowerCorner\u003e575760.15 170442.45\u003c/gml:lowerCorner\u003e\n \u003cgml:upperCorner\u003e575810.78 170477.32\u003c/gml:upperCorner\u003e\n \u003c/gml:Envelope\u003e\n \u003c/gml:boundedBy\u003e\n \u003cns:GML_Geometry\u003e\n \u003cgml:Polygon gml:id=\"DVL_ARTICLE_4.1.1.Geometry\" srsName=\"EPSG:27700\"\u003e\n \u003cgml:exterior\u003e\n \u003cgml:LinearRing\u003e\n \u003cgml:coordinates\u003e575777.46,170476.57 575781.07,170475.62 575781.74,170477.32\n ...\n 575776.35,170472.7 575777.46,170476.57\u003c/gml:coordinates\u003e\n \u003c/gml:LinearRing\u003e\n \u003c/gml:exterior\u003e\n \u003c/gml:Polygon\u003e\n \u003c/ns:GML_Geometry\u003e\n \u003cns:ARTICLE\u003eArticle 4(2)\u003c/ns:ARTICLE\u003e\n \u003cns:NAME\u003eUpper Upnor(4)\u003c/ns:NAME\u003e\n \u003cns:REFERENCE\u003eUPNOR04\u003c/ns:REFERENCE\u003e\n \u003c/ns:DVL_ARTICLE_4\u003e\n\u003c/wfs:member\u003e\nWe can see NAME and REFERENCE but DATA122 is missing! Scanning the file for ns:DATE122 leads to a number of occurrences. Not every Feature hasd a date, but where it is present the value is consitently associated with a particular NAME format. Examples below.\n\u003cns:DATE122\u003e05/09/05\u003c/ns:DATE122\u003e\n\u003cns:NAME\u003eUpper Upnor(1)\u003c/ns:NAME\u003e\n...\n\u003cns:DATE122\u003e05/09/05\u003c/ns:DATE122\u003e\n\u003cns:NAME\u003eUpper Upnor(2)\u003c/ns:NAME\u003e\nAnd so forth. At this point I might believe that this is the start data for the articl 4 direction item. We don’t have a documentation URL though so I cannot check. This is the end of the road for this particular dataset until we get some clarity from Medway about the meaning of DATE122!\nUseful links\nQGIS services reference\n","url":"/WorkingWithLPA_GIS.html"},"20":{"title":"Architecture Decision Records","content":"Architecture Decision Records (ADRs)\n1. Record architecture decisions\nDate: 2021-03-05\nStatus\nAccepted\nContext\nWe need to record the architectural decisions made on this project.\nDecision\nWe will use Architecture Decision Records, as\ndescribed by Michael Nygard, starting by\nrecording some of our existing technical decisions, which we’ll review as a team.\nWe’ve elected to keep the source markdown files in the content directory to be consistent with our other render\nrepositories.\nWe can later tag decisions, and render them as HTML in the doc directory so they can be more easily searched and\nnavigated on the digital land site.\nConsequences\nSee Michael Nygard’s article, linked above. For a lightweight ADR toolset, see Nat Pryce’s\nadr-tools.\n2. floating-package-dependencies\nDate: 2021-03-05\nStatus\nAccepted\nContext\nWe’ve experienced conflicting package versions when between those installed by the digital-land-python repository, and\nthose pinned in a requirements.txt\nfile.\nDecision\nList the smallest possible number of packages as dependencies, and don’t pin the version of packages, as in this example\nrequirements.txt file:\n-e git+https://github.com/digital-land/digital-land-python.git#egg=digital-land\nWe may move back to frozen, pinned packages in a setup.py once our core python code is more stable, or is packaged and\ninstalled via PyPi.\nConsequences\n\n\nMoving to unpinned versions reduces the risk of conflicting versions with those listed in other packages.\nReducing the number of dependencies makes it easier to undersand the packages directly required by a repository.\nIt’s possible to break repository if it depends on a package installed as a dependency to another package, and that\nimplicit dependency is removed.\n\n3. Use the repository-pattern to access a database\nDate: 2021-03-05\nStatus\nProposed\nContext\nAs we introduce a database into our architecture it will be useful to agree some access patterns so that we have a\nshared understanding of what “good” looks like when writing code and performing code reviews. The key considerations for\nchoosing an approach include:\n\n\ntestability; it should be easy to write unit tests without the need to connect to a real database\nreadability; it should be easy to write code that makes the database interactions easy to understand\nencapsulation; all of the specific code/queries required to implement the underlying persistence technologies, should\nbe contained in their own module(s)\n\nThe commonly used Repository Pattern provides access to the underlying persistence via an abstraction that is written\nin the language of the domain. It gives the developer a clear interface that can be used to create a test double (likely\nstoring data in-memory) and encapsulates all queries relating to a single “aggregate” in one place.\nNB An aggregate is a cluster of associated objects that we treat as a unit for the purpose of data changes\nExample\nBecause Provenance requires a Fact in order to be meaningful, Fact and Provenance may be grouped together into a Fact\n aggregate, served from a single FactRepository. Another way to think about this is to consider how the data will be\n accessed. It is unlikely we would have a page per Provenance entry; it’s just too fine grained to be useful. More\n likely is that at the lowest level there is a page per Fact, with the relevant Provenance listed as a form of\n “history”. We would also not expect external systems to reference individual entries of Provenance, but they may\n reference a specific Fact.\nWith that in mind, here is what an interface to FactRepository might look like:\nclass FactRepository:\n def add_entry_facts(self, entry)\n \"add all facts from the provided entry to the repository\"\n\n def find_by_resource(self, resource_hash)\n \"return all facts that were contained in the specified resource\"\n\n def find_by_entity(self, entity_ref)\n \"return all facts relating to the specified entity\"\nDecision\nUse the repository pattern\nConsequences\n\n\nThis facilitates unit testing where the repository can be replaced with an in memory store and easily populated with\ntest data.\nIt provides a readable interface to the underlying collections\nOnce in place, it is important that the repository is the only channel through which data is written or updated for a\ngiven aggregate\nIt enables easier transition to different storage technologies\n\n4. Implement plugins using pluggy\nDate: 2021-03-05\nStatus\nAccepted\nContext\nThe pipeline has the ability to name a plugin used to\nconfigure different behaviour and extend the core pipeline code.\nFor example:\n\n\na plugin value of wfs in the\ncollection/endpoint.csv\nfile indicates the endpoint-url is an\nOGC Web Feature Service endpoint, and the GML content, which is\n different each time we collect it, needs canonicalisation. Similar plugins are needed for APIs which are paginated,\n or require a SPARQL or other script.\na plugin value of fixed in the\npipeline/convert.csv\nfile indicates a fixed resouce file should be used instead of attempting to convert the collected resource file.\nthe brownfield-land pipeline\nhas plugin code to\nharmonise an OrganisationURI value into the\nCURIE needed by the organisation field.\n\nDecision\nWe use the Python pluggy framework these can either be run instead of or as well as the vanilla pipeline\nfunctions. Rather than confuse the general purpose pipeline code with conditional branches to handle one specific case.\nWe can inject our own version of certain functions at run time.\nThe Python code currently may be migrated to a package in the future, so it can be shared across pipelines.\nConsequences\n\n\nWe have a consitent framework for using code from third-parties.\nOur core code doesn’t have to depend on dependencies only used in a small number of pipelines.\nPlugins need to be written in Python, or have a Python wrapper.\nDevelopers will need documentation to understand how the pluggy framework works.\n\n5. Load external frontend assets first\nDate: 2021-03-07\nStatus\nAccepted\nContext\nThe order the frontend assets are loaded matters.\nWe use a number of 3rd party assets, as well as writing our own CSS and JS. For example, our CSS builds on the GOV.UK\nfrontend CSS. Likewise, our JS builds on the GOV.UK frontend JS. Therefore we need to include the 3rd party assets\nbefore our assets.\nDecision\n3rd party assets are loaded before Digital land frontend assets.\nAdd CSS link elements to the head, before dl-frontend.css. E.g.\n{%- block dlCss %}\n\u003c!-- link tags for 3rd party stylesheets go here --\u003e\n{{ super() }} # this includes all the digital land defined stylesheets\n{% endblock %}\nAdd Javascript to the end of the body, before dl-frontend.js. E.g.\n{%- block bodyEndScripts %}\n\u003c!-- script tags for 3rd party JS go here --\u003e\n{{ super() }} # this includes all the digital land defined JS\n{% endblock %}\nThere will be times when you choose to load JS in the head to help maintain the dependencies. For example, it makes\nsense to keep the CSS and JS required for leaflet maps together.\nWe load these in the head.\nConsequences\n\n\n3rd party assets won’t override our assets\nOur CSS and JS can build on code inherited from 3rd party assets\nDebugging is easier because we can trace the order CSS and JS is loaded\nUsing jinja blocks means we can maintain fine grain control on a specific page if we need to\nLoading stylesheets in the head means the user should see the page content as you intended\nLoading JS at the end of the page means failing JS will not block the page from loading. Important for our progressive\nenhancement approach to JS\n\n6. Use Github pages for our content\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n7. Provide unique IDs for dataset entries\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n8. Use files for repositories, databases as indexes\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n9. Use SQLite for data packages\nDate: 2021-03-08\nStatus\nProposed\nContext\nTODO\nDecision\nTODO\nConsequences\nTODO\n10. Use the Entity-Value-Attribute pattern for our data model\nDate: 2021-03-08\nStatus\nProposed\nContext\nWe need a data model to represent the data we collect.\nThe model is likely to change frequently as we add new types of entity, each with potentially new attributes.\nThe model also needs to be be able to store the history of changes to an entity.\nThe same information may be found in multiple resources, we need to be able to cite the resources where each fact came\nfrom, its provenance.\nDecision\nLoad transformed resources into a Entity-attribute-model.\nThe model should provide a “fact” identifier for each entity-attribute-value triple.\n\n\nConsequences\n\n\nThe model may then be used to link a fact to the list of resources which provide the fact, and from the resources we\ncan show its provenance, when and from where the resource was collected.\nQuerying an EAV model is more complicated and expensive. We may need other models to render pages, these can be data\npacakges: see 9. Use SQLite for data packages.\nThe specification can still be used to document, check, and control how we process data in this schema-less model.\n\n11. Avoid git submodules wherever possible\nDate: 2021-03-08\nStatus\nProposed\nContext\nGit submodules allow you to keep a Git repository as a subdirectory of another Git repository.\nGit submodules are simply a reference to another repository at a particular snapshot in time.\nGit submodules enable a Git repository to incorporate and track version history of external code.\n(taken from https://www.atlassian.com/git/tutorials/git-submodule)\nUnfortunately, git submodules are a very rudimentary way to share code between projects and is\nvery clumsy and cumbersome to work with in practice. In reality, code sharing should be via\ndistributable packages rather than sharing whole source code repositories.\nDecision\nInstead of git submodules, make use of appropriate dependency management (i.e. Pip for Python, Bundler for Ruby,\nNPM for Javascript) in order to use external code in a controlled, versioned manner.\nConsequences\n\n\nNew projects should not use git submodules\nExisting or adopted projects using git submodules should be migrated where possible\n\n12. Collection names should be singular\nDate: 2021-03-08\nStatus\nProposed\nContext\n\n\nIs this referring to python collection names or database table entities?\n\nDecision\nTODO\nConsequences\nTODO\n13. Use Github LFS for large git files\nDate: 2021-03-08\nStatus\nProposed\nContext\nSome datasets involve the collection of large resources. These files cannot be easily stored in version control.\nHowever, they should be associated with the repository and it should be possible to retrieve them easily if necessary.\nThere are several options for hosting these files.\nDecision\nHosting these files on Github is the most straightforward option as it doesn’t require third-party/custom tooling (Git\nLFS requires a hosted server).\nConsequences\nThere is a cost associated with hosting on Github. Users will need to have Git LFS installed in order to be able to\nretrieve large files.\n14. Use kebab-case for names in data\nDate: 2021-03-08\nStatus\nProposed\nContext\nKebab case – or kebab-case – is a programming variable naming convention where a developer replaces the spaces\nbetween words with a dash.\nDecision\nTODO\nConsequences\nTODO\n15. Write new tests at the lowest possible levels\nDate: 2021-03-09\nStatus\nProposed\nContext\nSoftware testing can occur at different levels and different granularities. A well-developed CI pipeline will require a\ntest suite that finds the balance between speed and coverage. Low level tests, such as unit tests, are fast to run and\ntarget a specific ‘unit’ of code. High level tests, such as end-to-end tests, focus on behaviour and application\nworkflow. These tests have wider coverage but take longer to execute.\nDecision\nWe should aim to test a feature or development extensively at the lowest possible levels. This will allow the test suite\nto remain fast. It will also increase the chance of catching issues earlier and making them easier to debug. This should\nnot preclude us from adding high level tests where appropriate; often these will only need to cover a happy path\nscenario.\nSee here for more details.\nConsequences\n16. Missing entry-dates\nDate: 2021-04-20\nStatus\nProposed\nContext\nThe entry-date field is a very important part of all of our data schemas. It is this entry-date that allows us to\nsequence entries and ultimately provide an accurate snapshot of the data as it is or was at a given point in time. Due\nto the criticality of the entry-date, when this value is missing from an entry it presents us with a problem. The\npipeline contains some logic that will set missing entry-dates to a default value (currently the date on when we first\ncollected the resource containing the entry), but this is not reliable.\nThis problem becomes particularly acute when dealing with historic resources that are missing entry-dates. If we start\ncollecting a historic resource on 1st Jan 2021, that date will be used as the default for any missing entry-dates\ndespite the fact that this data may have been published decades earlier. Suddenly these historic entries would take\nprecedence over any other data collected prior to 1st Jan 2021.\nDecision\nIt’s impossible for us to guess the correct value for the entry-date, so we will instead accept that these dates are\nimperfect. In the case where we know for certain that an entry-date is incorrect and this is causing data accuracy\nissues (e.g. as described above), we will use the existing patching mechanism to correct it.\nConsequences\n\n\nWe should be explicit with data providers about the importance and usage of the entry-date field, so that they can\ntreat it with the care it deserves (where possible).\nThe existing mechanism to default missing entry-date values to the date of the first collection will remain in place.\nPatches should be added to set entry-date in cases where it is known to be wrong.\nData providers will have visibility of any changes that our processes make to entry-date values, so that they can\ncorrect the source data ahead of any future submissions (where possible).\n\n17. Use vector tiles to display geographic data on a map\nDate: 2021-07-22\nStatus\nAccepted\nContext\nWe need to be able to display multiple geography datasets on a map. These vary from large to small datasets, with\nvarying densities and scales. The geometry data is converted to GeoJSON and stored in the view model. Points for\nconsideration\n- the map should be performant\n- it should be quick to add/modify a dataset\n- it should be possible to style each dataset individually\n- the data should be provided in a widely supported format\n- retrieval of data should be fast, efficient and scalable\nDecision\nGeographic data should be served as vector tiles using Datasette and the MBTiles specification. This involves a\nconversion step from GeoJSON to vector tiles, where some processing is done to package data into tiles corresponding to\ndifferent grid cells and zoom levels. Each dataset will produce its own corresponding tileset. The vector tile server is\nhosted via Datasette on a dedicated instance. Access to this data is provided through Datasette’s API and through a\nsource url that is compatible with vector-based map libraries.\nConsequences\n\n\nThis approach allows the map to be performant as it will only request the tiles necessary for the viewport. This also\nreduces the load on the tile server.\nVector tiles are optimised for different scales \nVector tiles allow for styling individual layers (datasets)\nSince each dataset has its own tileset, a dataset toggle feature on the map will only retrieve the dataset(s)\nrequested by the user\nIt is possible for users to download the vector tilesets for their own use. It is packaged in MBTiles (sqlite), a\nwell-known format.\nThe tile server simply serves the tile requested - there is no expensive logic or spatial queries required.\nThe generation of the tilesets is an added time cost to our CI/CD pipeline. \nWe should be careful not to use conversion options that change the underlying data (e.g. removing polygons/points)\n\n18. Use NodeJS to serve the frontend of the new data validation tool and interact with other APIs\nDate: 2023-10-24\nStatus\nPending\nContext\nWe need some way to serve our frontend to users, and handle forwarding requests onto our other APIs needed for validation. at the moment the requirements on this are fairly limited, but we want the room to grow if needed.\nDecision\nWe will start with a simple nodeJS application and will review if this was the right call a couple of weeks from now.\nAll the buisness logic should be delegated to other APIs, and exception to this will be documented.\nConsequences\n\n\nThis approach would have slight performance improvements over fastAPI.\nPrototypes produced by our designer Adam Silver can be easily used as a starting point as they are built with nunjucks and the gds.\nFrontend developers may find it easier to onboard as they will be familiar with the tech stack. and wont need to upskill in python.\nWe should be careful not to include too much business logic within the nodeJS application, or risk needing our developers to upskill in nodejs and fastapi.\nWe will be able to use the official GDS frontend toolkit, which will make it easier to build a consistent UI. as opposed to using the unofficial python port / nunjucks implementation of the GDS frontend toolkit.\n\n19. Use PyTest and JSONSchema as the Contract validation and testing solution\nDate: 2023-10-24\nStatus\nPending\nContext\nIdeally, we would like to:\n- test messages flowing in and out of our API endpoints - Requests \u0026 Responses\n- establish message schemas for the service-oriented elements of the Products we create\nDecision\nWe will develop a suite of tests (over time) that will typically\nbe run by the CI/CD pipeline.\nThe tests will be based on the PyTest framework as it has proven to\nbe an effective testing framework, and is already used extensively in our code base.\nThe tests will focus on:\n- validating that correct messages produce valid,\nand expected responses.\n- validating that incorrect messages produce a suitable error response\nConsequences\n\n\nThe approach assumes that the API front end is capable of injecting the validation service as a dependency.\nThe approach may prove too simplistic and need replacing with something better suited to the purpose.\nThe first tests will be based on the FastAPI framework. If we later decide to use another framework,\nthe tests will extensive re-factoring to continue working\n\n","url":"/architecture/decision-records/"},"22":{"title":"Solution design - Planning Data Platform","content":"Solution design - Planning Data Platform\nContainers\nStructure\n\n","url":"/architecture/design/latest/planning-data-platform/"},"27":{"title":"Solution design - Data Pipelines","content":"Solution design - Data Pipelines\nContainers\nStructure\n\nInteraction\n\nCode\nClasses (WIP)\n\n","url":"/architecture/design/latest/data-pipelines/"},"28":{"title":"Solution design","content":"Solution design\nThe solution architecture for the Planning Data Service has been modelled using the C4 approach.\nSystem Context\n\nContainers\n\n\nData Pipelines\nPlanning Data Platform\nCheck service\n\n","url":"/architecture/design/latest/"},"31":{"title":"Solution design - Check Service","content":"Solution design - Check Service\nContainers\nStructure\n\nInteraction\n\n","url":"/architecture/design/latest/check-service/"},"32":{"title":"Open Design Proposal Template","content":"Open Design Proposal - 00X - Title (Template)\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\nAuthor(s) - Ray Hannity (include Authors here with mailto: links)\nIntroduction\nIntroduction to design change, including context of decision. State briefly the user need being met.\nStatus\nDraft | Open | Closed | On Hold\n\n\nDraft: proposal is still being authored and is not officially open for comment yet\nOpen: proposal is open for comment\nClosed: proposal is closed for comment with implementation expected\nOn Hold: proposal is on hold due to concerns raised/project changes with implementation not expected\n\nDetail\nSection\nDetail of design section. You might want to think about including:\n:+1: A picture of the components affected by the design. Extra marks for nicely drawn cartoon pictures.\n:+1: A description of how you are going to deploy and test the design.\n\n\nIf you’re about to include any of the following in your design, think again, then once more to be sure:\n:-1: Code. You haven’t written any code yet :)\n:-1: Pseudocode. If you find yourself writing a complex algorithm then there’s a slim chance you might need this. If in doubt, don’t.\n:-1: Specification. This is about how it works (design), not about what is is (specification).\n\nSub Section\nSub section of design\n\n\nInclude Supporting Files, e.g. json/xml/whatever in sub folder\nInclude links to relevant repos or external resources\nInclude supporting images in sub-folder\n\nHow much detail should I put in?\nHow much of the system does your change affect? For application changes, familiarise yourself with Simon Brown’s useful 4Cs diagram style. If the design of this functionality changes the Context diagram you [should] have of the system then provide an updated Context diagram. If the design changes the Containers diagram you have then provide an updated Containers diagram. Any change sufficient in size or complexity to demand an ODP should imply a Component level diagram for the design.\nA Class diagram should be unnecessary at this stage unless the design deals specifically with some complex low level details. Bear in mind that supplying a Class diagram before the team have started implementation may prescribe the decisions that should be delegated to the people implementing the change.\nA diagram doesn’t have to be a perfect keynote-worthy Visio artefact, it just needs to be clear enough and consistent enough to convey the information required. Phone camera and whiteboard \u0026 marker or paper \u0026 sharpie are usually good, especially if you are capturing a diagram that has changed frequently under discussion.\n\nAn example diagram, by rory80hz\n\n\nSome Useful Tools\n\n\nThis Markdown cheatsheet\nFor sequence diagrams https://www.websequencediagrams.com/\nIf you really want fancy boxes Draw.io\nIf you want to edit markdown try http://dillinger.io/ or Light Paper\n\n\nQuestions to consider\nFor new components:\n\n\ndo we need a new code repository?\nwhat is the project structure (e.g. subprojects, client/API/service split)?\nwhat are the recommended techs?\n\n\nsummarise techs and purpose, e.g. “JerseyClient, for HTTP API client calls”\ninclude brief justification for different techs for same behaviours we already have\nflag up any commercial or GPL licenses for new techs\n\nhow will the project be built as part of CI, and where does it fit in the pipeline?\n\nFor downstream interface points:\n\n\ndoes this need new endpoints or updates to existing ones?\ndo we need new request/response objects?\nare we following project convention with paths, params and HTTP verbs?\nhow can we handle failure, or unacceptably slow responses of the downstream endpoint?\nhas this actually been agreed with the team/organisation responsible for the downstream client/service?\n\nAlso ask yourself these questions about your design:\n\n\nhas everyone been involved in the discussion (dev, ops, qa, sec, ba etc.)?\nhow does this meet the user need?\ndoes this design change the physical architecture?\nhow will this change be deployed and configured?\nhow will this be performance tested against realistic demand/live data?\nhow can this be scaled to handle double the demand? (Up? Out?)\nhow do the components involved react to individual or wholesale failure?\nhow will errors and exceptions be handled and logged?\nhow will this part of the service be maintained, debugged or operated while live?\nhave you tied in to centralised logging and monitoring?\ndo we need new firewall rules or other changes to existing infrastructure?\nwill there be DB updates or data migrations?\n\nDesign Comments\n1 - Track questions and issues including person asking question, and responses.\nRH: Should we include tags for task tracker stories / journeys? Worth thinking about…\nHC: Where do we track options/technologies which were considered and rejected and why they were rejected? Useful to have a history.\nIn comments, or by creating an ODP with a status of ‘on hold’\n","url":"/architecture/design/proposals/template.html"},"33":{"title":"Open Design Proposals","content":"Open Design Proposals\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\n","url":"/architecture/design/proposals/"},"36":{"title":"Open Design Proposal Template","content":"Open Design Proposal 001 - Publish service - Async\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\n","url":"/architecture/design/proposals/001-publish-async/"},"41":{"title":"Open Design Proposal Template","content":"Open Design Proposal 002 - Data Pipelines Migration\n\n\n !\n \n Warning\n Open Design Proposals have been migrated to https://github.com/digital-land/digital-land/wiki/Open-Design-Proposals\n \n\n","url":"/architecture/design/proposals/002-data-pipelines-migration/"},"44":{"title":"Solution design - Publish Service","content":"Solution design - Publish Service\nContainers\nStructure\n\nInteraction\n\n","url":"/architecture/design/archive/2024-06/publish-service/"},"46":{"title":"Solution design - June 2024","content":"Solution design - June 2024\nA solution architecture supporting the Publish service (with asynchronous processing) was published in February 2024.\nThis design was archived in June 2024 when the service was renamed to the Check Service.\nSystem Context\n\nPublish service\n\n\nArchived design for Publish service service\n\n","url":"/architecture/design/archive/2024-06/"},"49":{"title":"Solution design - November 2022","content":"Solution design - November 2022\nThe solution architecture was modelled using the C4 approach.\nSystem Context\nData Provider Prepares and publishesdata.Planner Browses the availabledatasets.Data Host Hosts data providerdatasetsCollection Pipeline Collects data frompublishers, checking forerrors and merging databefore storing.Application Main application presentingdata to users in multipleformats.Map Tile API Map tile server, servingvectors for use the mainapplication user interface.Data API Data server, responding toSQL queries from the mainapplication.Archive Storage Stores data from publishersmaking it available for syncwith other applications.Publishes DataRetrieves Data[HTTPS]Stores data[HTTPS]Sync SQLite files[Lambda]Sync map tile files[ECS Task]Sync live data[ECS Task]Requests data[HTTPS]Browses Data[HTTPS]Views Map Tiles[HTTPS]\n","url":"/architecture/design/archive/2022-11/"},"50":{"title":"Solution design archive","content":"Solution design archive\n\n\n2022 - November\n2024 - June\n\n","url":"/architecture/design/archive/"},"51":{"title":"Solution design index","content":"Solution design index\nLatest\nThe latest solution designs are available here:\n\n\nLatest Solution Design\n\nProposals\nProposed solution designs are available here:\n\n\nOpen Design Proposals\n\nArchive\nPrevious solution designs are available via this index:\n\n\nArchived Solution Designs index\n\n","url":"/architecture/design/"},"52":{"title":"Architecture","content":"Architecture\n\n\nSolution Design\nArchitecture Decision Records (ADRs)\n\n","url":"/architecture/"},"53":{"title":"Planning Data Service","content":"Planning Data Service\n\n\n !\n \n Warning\n Documentation is in the process of being migrated.\n \n\nThe planning data service consists of several applications and adjoining pipelines and data storage systems. The main\ngoal is to collect data from external organisations published in accordance with data specifications published by\ndigital land and make it available as part of a national dataset.\n\nDocumentation Links\nGeneral\n\n\nDocumentation\n\nArchitecture\n\n\nArchitecture Designs\nArchitecture Open Design Proposals\nArchitecture Decision Records\nOpen Design Proposals\n\nInfrastructure\n\n\nInfrastructure\n\nOperations\n\n\nOps Runbook\n\nDevelopment\n\n\nHow To Guide\nWorking with LPA GIS Systems\n\n","url":"/"}}}
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