DevOps, Continuous Integration & Automated Testing: Rule...
Transcript of DevOps, Continuous Integration & Automated Testing: Rule...
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DevOps, Continuous Integration & Automated Testing: Rule Them All
SAMIR BEHARASolution ArchitectEBSCO, Birmingham, AL
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DATABASE RELEASE?
EMAIL THE SCRIPTS & I WILL EXECUTE IT
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Database Lifecycle Management Overview
SHIFT LEFT – Catch issues as early as possible
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Automated CI/CD Pipelines
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Azure DevOps
An end-to-end solution for organizations looking for an enterprise-grade toolchain
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Azure Pipelines and GitHub Integration
Cloud-hosted pipelines for Linux, Windows and macOS, with unlimited minutes for open source
Any language, any platform, any cloud
Extensible
Containers and Kubernetes
Best-in-class for open source
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Microservices CI/CD Ecosystem
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Test Driven Development
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Testing your Microservices Applications
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Continuous Inspection of Code Quality
Identify Code Smells, Bugs and Vulnerabilities
Analyzers for 20+ Programming Languages
DevOps Integration
Reject Check-in when Quality Gate not met
Static Code Analysis - SonarQube
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Release Pipeline
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Continuous Integration
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Continuous Delivery
Continuous Deployment
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Potential alternative to maintaining multiple feature branches.
Reduces the need for constant branching and merging.
Enables releases with unfinished features at no risk.
Feature Flags
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Scenario: Incremental feature deployment
PRODMOCKQADEV
Feature A
Feature B.1
Feature B.2
Feature A
Feature B
FEATURE FLAGS – DEPLOYMENT SCENARIO 1
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Scenario: One passes QA and one fails QA
PRODMOCKQADEV
Feature A
Feature B
Feature A
Feature B
Bug Created
Feature A Bug Fix
Feature A Bug Fix
Even though feature A did not receive QA approval, we can still deliver feature B to the customer. We simply switch off the offending feature and create a new task to fix the bug.
FEATURE FLAGS – DEPLOYMENT SCENARIO 2
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Scenario: Comparative Performance Enhancement Testing
PRODMOCKQADEV
Feature A
Feature A
Gather Performance Data: OriginalGather Performance Data: New Feature
< Compare >
FEATURE FLAGS – DEPLOYMENT SCENARIO 3
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Scenario: Selectively flipping a feature on need basis in Production
PRODMOCKQADEV
Processing Override
Processing Override
We keep this feature flag in production to act as a toggle switch.
During busy season we turn it for alternative processing.
After busy season, we turn it off and resume normal order processing.
FEATURE FLAGS – DEPLOYMENT SCENARIO 4
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Blue-Green Deployment
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Canary Release
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Dark Release
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Source Control is the system of truth
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Database is the system of truth
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• System of Truth is the Source Code
• Suited for frequent database changes
• Suited for large sized teams
• Source Code contains the current state of the database
• Less control on the migration script
• Complex refactoring might take multiple steps
• System of Truth is the Database
• Suited for infrequent database changes
• Suited for small sized teams
• Have to maintain a long list of migration scripts within the source control
• More fine grain control on the migration script
• Complex refactoring can be handled by a single script
• STATE BASED APPROACH
State Based Approach Migration Based Approach
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Any change to the database schema or
reference data
that was made directly in the database
environment,
outside of the normal automated delivery
pipeline.Ensure that all migrations are idempotent – meaning that running a script more than once has no additional impact.
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✓ Adding a Column/Table/Stored Procedure/ View/ Function
Non-Breaking Database Change
Breaking Database Change
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Expand and Contract Pattern
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VERSION CONTROL
DISCONNECTED DATABASE
DEVELOPMENT
DECLARATIVE APPROACH
DACPAC DEPLOPYMENTS
CODE EDITING EXPERIENCE
SCHEMA & DATA COMPARE
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INCREMENTAL CHANGE
SHIFT LEFTMORE CONTROL ON MIGRATION
SCRIPT
HYBRID APPROACH
PROGRAMMABLE OBJECTS
OFFLINE SCHEMA MODEL
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Flyway is free and open source.
Flyway facilitates the Automatic Deployment of database changes.
Flyway creates a table name ‘schema_version‘ in your database.
Flyway supports number of databases – Oracle, SQL Server, MySQL, PostgreSQL, MariaDB, SQLite, Redshift and more.
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Additional Resources
Continuous Integration with SQL Server Data Tools in Visual Studio 2017
Database Static Code Analysis using SQL Cop
Managing your Technical Debt using SonarQube
Continuous Integration, Continuous Delivery and Continuous Deployment
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Thank You
@samirbehara dotnetvibes.com