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Step 1. Create Resource Group
Create the resource group where all the LHM dependent resources will reside.
1 Resource Group that contains the following:
1 Azure SQL Server:
Recommended Type: S3
1 Azure Key Vault:
Recommended Type: Standard
1 Azure Storage Account
1 Service Principal in Azure AD with “ID Token” enabled
resources description here: https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2532605979/Security+Requirements+for+VM+runtime#Phase-1)-Azure-Resources
Once all deployment steps are complete, the provided resource group will include the following resources:
Storage Account: used for storing all telemetry data from the Databricks workspaces and consumption/cost/usage detail data
KeyVault: used for storing the storage account access key (if enabled for the deployment), the Azure AD App Registration client secret (for Azure AD Single Sign On into the application and optionally for accessing the Azure Blob Storage account), and finally the SQL Server Login password.
SQL Server database: used for storing the output of the analyzer and consumption data processors, feeds all the data required by the reports and dashboards
Step 2. Create Storage Account
Inside that resource group create a storage account, with two file shares called
logs
keystore
Step 3. Create a KeyVault
more about secrets management here: https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2571567105/Azure+VM+Docker+with+Azure+Service+Management#%F0%9F%97%84%EF%B8%8FSecrets-Storage
Step 4. Create a Azure SQL Server with Azure SQL Database
Create a Azure SQL Server and inside it create a Azure SQL Database
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with SQL authentication
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enabled.
Step 5. Create Database secret
The password you will save as a secret in the
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Key Vault with the following secret name:mssql-password
more about secrets management here: https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2571567105/Azure+VM+Docker+with+Azure+Service+Management#%F0%9F%97%84%EF%B8%8FSecrets-Storage
Step 6. Create a Azure App Registration
Create a Azure App Registration and fill in the Redirect URI with the following value:
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https://<dns label used below>.<location>.azurecontainer.io/login/oauth2/code/azure |
see more details here: https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2571567105/Azure+VM+Docker+with+Azure+Service+Management#How-do-I-configure-the-Azure-Active-Directory-Service-Principal%3F
Step 7. Edit App Roles
On the App Roles section in the Azure App Registration configuration panel, you can create the
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LHM admin and
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user roles which you can later use to control users access to the Lakehouse
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Optimizer.
see more details here:https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2571567105/Azure+VM+Docker+with+Azure+Service+Management#%F0%9F%AA%AA-LHM-Roles
Step 8. Create Client Secret
Create a client secret for your Application and save the secret in the KeyVault you’ve created with the following secret name msft-provider-auth-secret
see more details here: https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2571567105/Azure+VM+Docker+with+Azure+Service+Management#How-do-I-configure-the-Azure-Active-Directory-Service-Principal%3F
Step 9. Create Managed Identity
Create a managed Identity that will be used by the Application to communicate to the keyvault and storage account.
LHM uses system-assigned managed identity
read more details here: https://blueprinttechnologies.atlassian.net/wiki/spaces/BLMPD/pages/2571567105/Azure+VM+Docker+with+Azure+Service+Management#Managed-Identities
Step 10. Provide storage access to the SP
In order for the app to use the Service Principal to access the storage account you’ll need to:
Add the Contributor role to the Managed Identity you’ve created
Open the Storage Account
Go to Access Control (IAM)
Click on Add and follow the instructions to add the Contributor role to the Managed Identity
Add a permission mask on the container you’re going to be using in order for the Managed Identity to be able to write on it
From the Storage Account view, open the Containers section
Go to the container that will be used by LHM (the name of it is reflected within the
STORAGE_AZURE_CONTAINER
environment variable)Go to Manage ACL
Click on Add principal and follow the steps to a mask for the Managed Identity
Make sure, once added, that you check all checkboxes for this new entry: Read, Write, Execute in order to give it access to use the container
Step 11. Edit Keyvault Access policies
Add the necessary access policy on the
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Key Vault so the managed identity is able to list and read secrets from it.
In the Azure Portal, go to your KeyVault created in step 3.
In the left hand sidebar click on Access Policies
Click on Create
From the Secrets section check
List
andGet
as the permissions to be addedSearch for the Managed Identity created on step 9 and select it. Click Next.
Skip the Application step as it’s optional
Click Create
Step 12. Configure SSL Communication
For SSL communication you need to create a keystore containing your server private key and certificate. The keystore will be named bplm.p12
and have no password.
Note: If this is not convenient you can
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https://learn.microsoft.com/en-gb/azure/api-management/api-management-key-concepts
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change it but you’ll need to change the environment variables below as well.
Command you can use to generate the keystore:
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openssl pkcs12 -export -out bplm.p12 -inkey ssl.key -in ssl.crt |
Step 13. Create YAML definitions
Create YAML definition for the containers
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apiVersion: '2019-12-01'
location: <location>
name: <name of your container instance>
properties:
containers:
- name: lakehouse-monitor
properties:
environmentVariables:
- name: APPLICATION_LOG_HTTPHEADER
value: false
- name: APPSERVICE_URL
value: <FQDN>
- name: AZURE_KEYVAULT_ENABLED
value: true
- name: AZURE_KEYVAULT_TENANTID
value: <KV tenantID>
- name: AZURE_KEYVAULT_URI
value: <KV URL>
- name: AZURE_MANAGED_IDENTITY_ID
value: <managed identity objectID>
- name: AZURE_MANAGED_IDENTITY_APP_ID
value: <managed identity clientID>
- name: LOG_LEVEL
value: info
- name: LOG_LEVEL_APP
value: info
- name: LOG_LEVEL_HTTP_HEADERS
value: error
- name: USE_SP_FOR_BACKGROUND_PROCESSORS
value: true
- name: USE_SP_FOR_STORAGE_ACCOUNT
value: true
- name: MICROSOFT_PROVIDER_AUTHENTICATION_SECRET
value: ${msft-provider-auth-secret}
- name: SERVICE_PRINCIPAL_CLIENT_SECRET
value: ${msft-provider-auth-secret}
- name: SERVICE_PRINCIPAL_CLIENTID
value: <sp clientID>
- name: SERVICE_PRINCIPAL_OBJECTID
value: <sp objectID>
- name: SERVICE_PRINCIPAL_TENANTID
value: <sp tenantID>
- name: SQL_DATABASE
value: <sql database name>
- name: SQL_SERVER_HOST
value: <sql server host>
- name: SQL_USER
value: <sql username>
- name: SQL_PASSWORD
value: ${mssql-password}
- name: STORAGE_AZURE_ACCOUNT
value: <storage account name>
- name: STORAGE_AZURE_CONTAINER
value: lakehouse-monitor
- name: CLOUD_PROVIDER
value: azure
- name: AUTHENTICATION_PROVIDER
value: active-directory
- name: SERVER_SERVLET_SESSION_PERSISTENT
value: true
- name: SERVER_SSL_ENABLED
value: |
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true - name: |
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SERVER_SSL_ |
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KEY_ |
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STORE value: |
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/keystore/bplm.p12 # - name: |
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SERVER_ |
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SSL_ |
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KEY_ |
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STORE_ |
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PASSWORD # value: |
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bplm # - name: |
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SERVER_SSL_ |
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KEY_ |
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ALIAS # value: |
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bplm # - name: |
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SERVER_SSL_ |
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KEY_ |
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PASSWORD # value: |
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bplm - name: |
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SERVER_SSL_KEY_STORE_TYPE value: |
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PKCS12 |
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- name: |
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METRIC_ |
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PROCESSOR_ |
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ENABLED value: |
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true - name: |
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METRIC_PROCESSOR_DOCTOR_INITIAL_DELAY value: |
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PT1M |
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- name: CONSUMPTION_USE_PREFILTER |
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value: false |
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- name: ADMIN_APP_ROLE |
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value: <admin role |
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value> - name: EXECUTIVE_APP_ROLE |
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value: <executive role value> |
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- name: AUTHORIZATION_CACHE_TIMEOUT |
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value: |
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1800 - |
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name: |
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SERVER_PORT |
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value: |
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443 image: |
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blueprint. |
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azurecr. |
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io/ |
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bpcs/lakehouse-optimizer:2.3 |
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ports: - port: 443 - |
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port: |
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80 resources: requests: cpu: |
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4 memoryInGB: |
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8 volumeMounts: - mountPath: /var/log name: |
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logs - mountPath: /keystore |
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name: |
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keystore imageRegistryCredentials: - server: blueprint.azurecr.io username: <ACR Username> password: <ACR Password> osType: Linux restartPolicy: Always ipAddress: type: Public ports: - port: 443 - port: 80 dnsNameLabel: <dns label> volumes: - name: |
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logs |
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azureFile: |
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sharename: |
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<name of share for the logs> |
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storageAccountName: |
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<storage account name where the share is created> |
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storageAccountKey: |
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<storage |
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account |
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key> - name: |
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keystore azureFile: sharename: <name of share for the logs> storageAccountName: <storage account name where the share is created> storageAccountKey: <storage account key> tags: {} type: Microsoft.ContainerInstance/containerGroups |
Step 14. Create Containers
Create the containers:
recommended minimum 8 cores
Code Block |
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az container create --resource-group <resource group name created in step 6> --assign-identity <managed identity to be used> --name <aci name> --file deploy.yaml |