@awesome-copilot/copilot-convert-jpa-to-spring-data-cosmos
Step-by-step guide for converting Spring Boot JPA applications to use Azure Cosmos DB with Spring Data Cosmos
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---
description: 'Step-by-step guide for converting Spring Boot JPA applications to use Azure Cosmos DB with Spring Data Cosmos'
applyTo: '**/*.java,**/pom.xml,**/build.gradle,**/application*.properties'
---
# Convert Spring JPA project to Spring Data Cosmos
This generalized guide applies to any JPA to Spring Data Cosmos DB conversion project.
## High-level plan
1. Swap build dependencies (remove JPA, add Cosmos + Identity).
2. Add `cosmos` profile and properties.
3. Add Cosmos config with proper Azure identity authentication.
4. Transform entities (ids → `String`, add `@Container` and `@PartitionKey`, remove JPA mappings, adjust relationships).
5. Convert repositories (`JpaRepository` → `CosmosRepository`).
6. **Create service layer** for relationship management and template compatibility.
7. **CRITICAL**: Update ALL test files to work with String IDs and Cosmos repositories.
8. Seed data via `CommandLineRunner`.
9. **CRITICAL**: Test runtime functionality and fix template compatibility issues.
## Step-by-step
### Step 1 — Build dependencies
- **Maven** (`pom.xml`):
- Remove dependency `spring-boot-starter-data-jpa`
- Remove database-specific dependencies (H2, MySQL, PostgreSQL) unless needed elsewhere
- Add `com.azure:azure-spring-data-cosmos:5.17.0` (or latest compatible version)
- Add `com.azure:azure-identity:1.15.4` (required for DefaultAzureCredential)
- **Gradle**: Apply same dependency changes for Gradle syntax
- Remove testcontainers and JPA-specific test dependencies
### Step 2 — Properties and Configuration
- Create `src/main/resources/application-cosmos.properties`:
```properties
azure.cosmos.uri=${COSMOS_URI:https://localhost:8081}
azure.cosmos.database=${COSMOS_DATABASE:petclinic}
azure.cosmos.populate-query-metrics=false
azure.cosmos.enable-multiple-write-locations=false
```
- Update `src/main/resources/application.properties`:
```properties
spring.profiles.active=cosmos
```
### Step 3 — Configuration class with Azure Identity
- Create `src/main/java/<rootpkg>/config/CosmosConfiguration.java`:
```java
@Configuration
@EnableCosmosRepositories(basePackages = "<rootpkg>")
public class CosmosConfiguration extends AbstractCosmosConfiguration {
@Value("${azure.cosmos.uri}")
private String uri;
@Value("${azure.cosmos.database}")
private String dbName;
@Bean
public CosmosClientBuilder getCosmosClientBuilder() {
return new CosmosClientBuilder().endpoint(uri).credential(new DefaultAzureCredentialBuilder().build());
}
@Override
protected String getDatabaseName() {
return dbName;
}
@Bean
public CosmosConfig cosmosConfig() {
return CosmosConfig.builder().enableQueryMetrics(false).build();
}
}
```
- **IMPORTANT**: Use `DefaultAzureCredentialBuilder().build()` instead of key-based authentication for production security
### Step 4 — Entity transformation
- Target all classes with JPA annotations (`@Entity`, `@MappedSuperclass`, `@Embeddable`)
- **Base entity changes**:
- Change `id` field type from `Integer` to `String`
- Add `@Id` and `@GeneratedValue` annotations
- Add `@PartitionKey` field (typically `String partitionKey`)
- Remove all `jakarta.persistence` imports
- **CRITICAL - Cosmos DB Serialization Requirements**:
- **Remove ALL `@JsonIgnore` annotations** from fields that need to be persisted to Cosmos DB
- **Authentication entities (User, Authority) MUST be fully serializable** - no `@JsonIgnore` on password, authorities, or other persisted fields
- **Use `@JsonProperty` instead of `@JsonIgnore`** when you need to control JSON field names but still persist the data
- **Common authentication serialization errors**: `Cannot pass null or empty values to constructor` usually means `@JsonIgnore` is blocking required field serialization
- **Entity-specific changes**:
- Replace `@Entity` with `@Container(containerName = "<plural-entity-name>")`
- Remove `@Table`, `@Column`, `@JoinColumn`, etc.
- Remove relationship annotations (`@OneToMany`, `@ManyToOne`, `@ManyToMany`)
- For relationships:
- Embed collections for one-to-many (e.g., `List<Pet> pets` in Owner)
- Use reference IDs for many-to-one (e.g., `String ownerId` in Pet)
- **For complex relationships**: Store IDs but add transient properties for templates
- Add constructor to set partition key: `setPartitionKey("entityType")`
- **CRITICAL - Authentication Entity Pattern**:
- **For User entities with Spring Security**: Store authorities as `Set<String>` instead of `Set<Authority>` objects
- **Example User entity transformation**:
```java
@Container(containerName = "users")
public class User {
@Id
private String id;
@PartitionKey
private String partitionKey = "user";
private String login;
private String password; // NO @JsonIgnore - must be serializable
@JsonProperty("authorities") // Use @JsonProperty, not @JsonIgnore
private Set<String> authorities = new HashSet<>(); // Store as strings
// Add transient property for Spring Security compatibility if needed
// @JsonIgnore - ONLY for transient properties not persisted to Cosmos
private Set<Authority> authorityObjects = new HashSet<>();
// Conversion methods between string authorities and Authority objects
public void setAuthorityObjects(Set<Authority> authorities) {
this.authorityObjects = authorities;
this.authorities = authorities.stream().map(Authority::getName).collect(Collectors.toSet());
}
}
```
- **CRITICAL - Template Compatibility for Relationship Changes**:
- **When converting relationships to ID references, preserve template access**
- **Example**: If entity had `List<Specialty> specialties` → convert to:
- Storage: `List<String> specialtyIds` (persisted to Cosmos)
- Template: `@JsonIgnore private List<Specialty> specialties = new ArrayList<>()` (transient)
- Add getters/setters for both properties
- **Update entity method logic**: `getNrOfSpecialties()` should use the transient list
- **CRITICAL - Template Compatibility for Thymeleaf/JSP Applications**:
- **Identify template property access**: Search for `${entity.relationshipProperty}` in `.html` files
- **For each relationship property accessed in templates**:
- **Storage**: Keep ID-based storage (e.g., `List<String> specialtyIds`)
- **Template Access**: Add transient property with `@JsonIgnore` (e.g., `private List<Specialty> specialties = new ArrayList<>()`)
- **Example**:
```java
// Stored in Cosmos (persisted)
private List<String> specialtyIds = new ArrayList<>();
// For template access (transient)
@JsonIgnore
private List<Specialty> specialties = new ArrayList<>();
// Getters/setters for both properties
public List<String> getSpecialtyIds() {
return specialtyIds;
}
public List<Specialty> getSpecialties() {
return specialties;
}
```
- **Update count methods**: `getNrOfSpecialties()` should use transient list, not ID list
- **CRITICAL - Method Signature Conflicts**:
- **When converting ID types from Integer to String, check for method signature conflicts**
- **Common conflict**: `getPet(String name)` vs `getPet(String id)` - both have same signature
- **Solution**: Rename methods to be specific:
- `getPet(String id)` for ID-based lookup
- `getPetByName(String name)` for name-based lookup
- `getPetByName(String name, boolean ignoreNew)` for conditional name-based lookup
- **Update ALL callers** of renamed methods in controllers and tests
- **Method updates for entities**:
- Update `addVisit(Integer petId, Visit visit)` to `addVisit(String petId, Visit visit)`
- Ensure all ID comparison logic uses `.equals()` instead of `==`
### Step 5 — Repository conversion
- Change all repository interfaces:
- From: `extends JpaRepository<Entity, Integer>`
- To: `extends CosmosRepository<Entity, String>`
- **Query method updates**:
- Remove pagination parameters from custom queries
- Change `Page<Entity> findByX(String param, Pageable pageable)` to `List<Entity> findByX(String param)`
- Update `@Query` annotations to use Cosmos SQL syntax
- **Replace custom method names**: `findPetTypes()` → `findAllOrderByName()`
- **Update ALL references** to changed method names in controllers and formatters
### Step 6 — **Create service layer** for relationship management and template compatibility
- **CRITICAL**: Create service classes to bridge Cosmos document storage with existing template expectations
- **Purpose**: Handle relationship population and maintain template compatibility
- **Service pattern for each entity with relationships**:
```java
@Service
public class EntityService {
private final EntityRepository entityRepository;
private final RelatedRepository relatedRepository;
public EntityService(EntityRepository entityRepository, RelatedRepository relatedRepository) {
this.entityRepository = entityRepository;
this.relatedRepository = relatedRepository;
}
public List<Entity> findAll() {
List<Entity> entities = entityRepository.findAll();
entities.forEach(this::populateRelationships);
return entities;
}
public Optional<Entity> findById(String id) {
Optional<Entity> entityOpt = entityRepository.findById(id);
if (entityOpt.isPresent()) {
Entity entity = entityOpt.get();
populateRelationships(entity);
return Optional.of(entity);
}
return Optional.empty();
}
private void populateRelationships(Entity entity) {
if (entity.getRelatedIds() != null && !entity.getRelatedIds().isEmpty()) {
List<Related> related = entity
.getRelatedIds()
.stream()
.map(relatedRepository::findById)
.filter(Optional::isPresent)
.map(Optional::get)
.collect(Collectors.toList());
// Set transient property for template access
entity.setRelated(related);
}
}
}
```
### Step 6.5 — **Spring Security Integration** (CRITICAL for Authentication)
- **UserDetailsService Integration Pattern**:
```java
@Service
@Transactional
public class DomainUserDetailsService implements UserDetailsService {
private final UserRepository userRepository;
private final AuthorityRepository authorityRepository;
@Override
public UserDetails loadUserByUsername(String login) {
log.debug("Authenticating user: {}", login);
return userRepository
.findOneByLogin(login)
.map(user -> createSpringSecurityUser(login, user))
.orElseThrow(() -> new UsernameNotFoundException("User " + login + " was not found"));
}
private org.springframework.security.core.userdetails.User createSpringSecurityUser(String lowercaseLogin, User user) {
if (!user.isActivated()) {
throw new UserNotActivatedException("User " + lowercaseLogin + " was not activated");
}
// Convert string authorities back to GrantedAuthority objects
List<GrantedAuthority> grantedAuthorities = user
.getAuthorities()
.stream()
.map(SimpleGrantedAuthority::new)
.collect(Collectors.toList());
return new org.springframework.security.core.userdetails.User(user.getLogin(), user.getPassword(), grantedAuthorities);
}
}
```
- **Key Authentication Requirements**:
- User entity must be fully serializable (no `@JsonIgnore` on password/authorities)
- Store authorities as `Set<String>` for Cosmos DB compatibility
- Convert between string authorities and `GrantedAuthority` objects in UserDetailsService
- Add comprehensive debugging logs to trace authentication flow
- Handle activated/deactivated user states appropriately
#### **Template Relationship Population Pattern**
Each service method that returns entities for template rendering MUST populate transient properties:
```java
private void populateRelationships(Entity entity) {
// For each relationship used in templates
if (entity.getRelatedIds() != null && !entity.getRelatedIds().isEmpty()) {
List<Related> relatedObjects = entity
.getRelatedIds()
.stream()
.map(relatedRepository::findById)
.filter(Optional::isPresent)
.map(Optional::get)
.collect(Collectors.toList());
entity.setRelated(relatedObjects); // Set transient property
}
}
```
#### **Critical Service Usage in Controllers**
- **Replace ALL direct repository calls** with service calls in controllers
- **Never return entities from repositories directly** to templates without relationship population
- **Update controllers** to use service layer instead of repositories directly
- **Controller pattern change**:
```java
// OLD: Direct repository usage
@Autowired
private EntityRepository entityRepository;
// NEW: Service layer usage
@Autowired
private EntityService entityService;
// Update method calls
// OLD: entityRepository.findAll()
// NEW: entityService.findAll()
```
### Step 7 — Data seeding
- Create `@Component` implementing `CommandLineRunner`:
```java
@Component
public class DataSeeder implements CommandLineRunner {
@Override
public void run(String... args) throws Exception {
if (ownerRepository.count() > 0) {
return; // Data already exists
}
// Seed comprehensive test data with String IDs
// Use meaningful ID patterns: "owner-1", "pet-1", "pettype-1", etc.
}
}
```
- **CRITICAL - BigDecimal Reflection Issues with JDK 17+**:
- **If using BigDecimal fields**, you may encounter reflection errors during seeding
- **Error pattern**: `Unable to make field private final java.math.BigInteger java.math.BigDecimal.intVal accessible`
- **Solutions**:
1. Use `Double` or `String` instead of `BigDecimal` for monetary values
2. Add JVM argument: `--add-opens java.base/java.math=ALL-UNNAMED`
3. Wrap BigDecimal operations in try-catch and handle gracefully
- **The application will start successfully even if seeding fails** - check logs for seeding errors
### Step 8 — Test file conversion (CRITICAL SECTION)
**This step is often overlooked but essential for successful conversion**
#### A. **COMPILATION CHECK STRATEGY**
- **After each major change, run `mvn test-compile` to catch issues early**
- **Fix compilation errors systematically before proceeding**
- **Don't rely on IDE - Maven compilation reveals all issues**
#### B. **Search and Update ALL test files systematically**
**Use search tools to find and update every occurrence:**
- Search for: `int.*TEST.*ID` → Replace with: `String.*TEST.*ID = "test-xyz-1"`
- Search for: `setId\(\d+\)` → Replace with: `setId("test-id-X")`
- Search for: `findById\(\d+\)` → Replace with: `findById("test-id-X")`
- Search for: `\.findPetTypes\(\)` → Replace with: `.findAllOrderByName()`
- Search for: `\.findByLastNameStartingWith\(.*,.*Pageable` → Remove pagination parameter
#### C. Update test annotations and imports
- Replace `@DataJpaTest` with `@SpringBootTest` or appropriate slice test
- Remove `@AutoConfigureTestDatabase` annotations
- Remove `@Transactional` from tests (unless single-partition operations)
- Remove imports from `org.springframework.orm` package
#### D. Fix entity ID usage in ALL test files
**Critical files that MUST be updated (search entire test directory):**
- `*ControllerTests.java` - Path variables, entity creation, mock setup
- `*ServiceTests.java` - Repository interactions, entity IDs
- `EntityUtils.java` - Utility methods for ID handling
- `*FormatterTests.java` - Repository method calls
- `*ValidatorTests.java` - Entity creation with String IDs
- Integration test classes - Test data setup
#### E. **Fix Controller and Service classes affected by repository changes**
- **Update controllers that call repository methods with changed signatures**
- **Update formatters/converters that use repository methods**
- **Common files to check**:
- `PetTypeFormatter.java` - often calls `findPetTypes()` method
- `*Controller.java` - may have pagination logic to remove
- Service classes that use repository methods
#### F. Update repository mocking in tests
- Remove pagination from repository mocks:
- `given(repository.findByX(param, pageable)).willReturn(pageResult)`
- → `given(repository.findByX(param)).willReturn(listResult)`
- Update method names in mocks:
- `given(petTypeRepository.findPetTypes()).willReturn(types)`
- → `given(petTypeRepository.findAllOrderByName()).willReturn(types)`
#### G. Fix utility classes used by tests
- Update `EntityUtils.java` or similar:
- Remove JPA-specific exception imports (`ObjectRetrievalFailureException`)
- Change method signatures from `int id` to `String id`
- Update ID comparison logic: `entity.getId() == entityId` → `entity.getId().equals(entityId)`
- Replace JPA exceptions with standard exceptions (`IllegalArgumentException`)
#### H. Update assertions for String IDs
- Change ID assertions:
- `assertThat(entity.getId()).isNotZero()` → `assertThat(entity.getId()).isNotEmpty()`
- `assertThat(entity.getId()).isEqualTo(1)` → `assertThat(entity.getId()).isEqualTo("test-id-1")`
- JSON path assertions: `jsonPath("$.id").value(1)` → `jsonPath("$.id").value("test-id-1")`
### Step 8 — Test file conversion (CRITICAL SECTION)
**This step is often overlooked but essential for successful conversion**
#### A. **COMPILATION CHECK STRATEGY**
- **After each major change, run `mvn test-compile` to catch issues early**
- **Fix compilation errors systematically before proceeding**
- **Don't rely on IDE - Maven compilation reveals all issues**
#### B. **Search and Update ALL test files systematically**
**Use search tools to find and update every occurrence:**
- Search for: `setId\(\d+\)` → Replace with: `setId("test-id-X")`
- Search for: `findById\(\d+\)` → Replace with: `findById("test-id-X")`
- Search for: `\.findPetTypes\(\)` → Replace with: `.findAllOrderByName()`
- Search for: `\.findByLastNameStartingWith\(.*,.*Pageable` → Remove pagination parameter
#### C. Update test annotations and imports
- Replace `@DataJpaTest` with `@SpringBootTest` or appropriate slice test
- Remove `@AutoConfigureTestDatabase` annotations
- Remove `@Transactional` from tests (unless single-partition operations)
- Remove imports from `org.springframework.orm` package
#### D. Fix entity ID usage in ALL test files
**Critical files that MUST be updated (search entire test directory):**
- `*ControllerTests.java` - Path variables, entity creation, mock setup
- `*ServiceTests.java` - Repository interactions, entity IDs
- `EntityUtils.java` - Utility methods for ID handling
- `*FormatterTests.java` - Repository method calls
- `*ValidatorTests.java` - Entity creation with String IDs
- Integration test classes - Test data setup
#### E. **Fix Controller and Service classes affected by repository changes**
- **Update controllers that call repository methods with changed signatures**
- **Update formatters/converters that use repository methods**
- **Common files to check**:
- `PetTypeFormatter.java` - often calls `findPetTypes()` method
- `*Controller.java` - may have pagination logic to remove
- Service classes that use repository methods
#### F. Update repository mocking in tests
- Remove pagination from repository mocks:
- `given(repository.findByX(param, pageable)).willReturn(pageResult)`
- → `given(repository.findByX(param)).willReturn(listResult)`
- Update method names in mocks:
- `given(petTypeRepository.findPetTypes()).willReturn(types)`
- → `given(petTypeRepository.findAllOrderByName()).willReturn(types)`
#### G. Fix utility classes used by tests
- Update `EntityUtils.java` or similar:
- Remove JPA-specific exception imports (`ObjectRetrievalFailureException`)
- Change method signatures from `int id` to `String id`
- Update ID comparison logic: `entity.getId() == entityId` → `entity.getId().equals(entityId)`
- Replace JPA exceptions with standard exceptions (`IllegalArgumentException`)
#### H. Update assertions for String IDs
- Change ID assertions:
- `assertThat(entity.getId()).isNotZero()` → `assertThat(entity.getId()).isNotEmpty()`
- `assertThat(entity.getId()).isEqualTo(1)` → `assertThat(entity.getId()).isEqualTo("test-id-1")`
- JSON path assertions: `jsonPath("$.id").value(1)` → `jsonPath("$.id").value("test-id-1")`
### Step 9 — **Runtime Testing and Template Compatibility**
#### **CRITICAL**: Test the running application after compilation success
- **Start the application**: `mvn spring-boot:run`
- **Navigate through all pages** in the web interface to identify runtime errors
- **Common runtime issues after conversion**:
- Templates trying to access properties that no longer exist (e.g., `vet.specialties`)
- Service layer not populating transient relationship properties
- Controllers not using service layer for relationship loading
#### **Template compatibility fixes**:
- **If templates access relationship properties** (e.g., `entity.relatedObjects`):
- Ensure transient properties exist on entities with proper getters/setters
- Verify service layer populates these transient properties
- Update `getNrOfXXX()` methods to use transient lists instead of ID lists
- **Check for SpEL (Spring Expression Language) errors** in logs:
- `Property or field 'xxx' cannot be found` → Add missing transient property
- `EL1008E` errors → Service layer not populating relationships
#### **Service layer verification**:
- **Ensure all controllers use service layer** instead of direct repository access
- **Verify service methods populate relationships** before returning entities
- **Test all CRUD operations** through the web interface
### Step 9.5 — **Template Runtime Validation** (CRITICAL)
#### **Systematic Template Testing Process**
After successful compilation and application startup:
1. **Navigate to EVERY page** in the application systematically
2. **Test each template that displays entity data**:
- List pages (e.g., `/vets`, `/owners`)
- Detail pages (e.g., `/owners/{id}`, `/vets/{id}`)
- Forms and edit pages
3. **Look for specific template errors**:
- `Property or field 'relationshipName' cannot be found on object of type 'EntityName'`
- `EL1008E` Spring Expression Language errors
- Empty or missing data where relationships should appear
#### **Template Error Resolution Checklist**
When encountering template errors:
- [ ] **Identify the missing property** from error message
- [ ] **Check if property exists as transient field** in entity
- [ ] **Verify service layer populates the property** before returning entity
- [ ] **Ensure controller uses service layer**, not direct repository access
- [ ] **Test the specific page again** after fixes
#### **Common Template Error Patterns**
- `Property or field 'specialties' cannot be found` → Add `@JsonIgnore private List<Specialty> specialties` to Vet entity
- `Property or field 'pets' cannot be found` → Add `@JsonIgnore private List<Pet> pets` to Owner entity
- Empty relationship data displayed → Service not populating transient properties
### Step 10 — **Systematic Error Resolution Process**
#### When compilation fails:
1. **Run `mvn compile` first** - fix main source issues before tests
2. **Run `mvn test-compile`** - systematically fix each test compilation error
3. **Focus on most frequent error patterns**:
- `int cannot be converted to String` → Change test constants and entity setters
- `method X cannot be applied to given types` → Remove pagination parameters
- `cannot find symbol: method Y()` → Update to new repository method names
- Method signature conflicts → Rename conflicting methods
### Step 10 — **Systematic Error Resolution Process**
#### When compilation fails:
1. **Run `mvn compile` first** - fix main source issues before tests
2. **Run `mvn test-compile`** - systematically fix each test compilation error
3. **Focus on most frequent error patterns**:
- `int cannot be converted to String` → Change test constants and entity setters
- `method X cannot be applied to given types` → Remove pagination parameters
- `cannot find symbol: method Y()` → Update to new repository method names
- Method signature conflicts → Rename conflicting methods
#### When runtime fails:
1. **Check application logs** for specific error messages
2. **Look for template/SpEL errors**:
- `Property or field 'xxx' cannot be found` → Add transient property to entity
- Missing relationship data → Service layer not populating relationships
3. **Verify service layer usage** in controllers
4. **Test navigation through all application pages**
#### Common error patterns and solutions:
- **`method findByLastNameStartingWith cannot be applied`** → Remove `Pageable` parameter
- **`cannot find symbol: method findPetTypes()`** → Change to `findAllOrderByName()`
- **`incompatible types: int cannot be converted to String`** → Update test ID constants
- **`method getPet(String) is already defined`** → Rename one method (e.g., `getPetByName`)
- **`cannot find symbol: method isNotZero()`** → Change to `isNotEmpty()` for String IDs
- **`Property or field 'specialties' cannot be found`** → Add transient property and populate in service
- **`ClassCastException: reactor.core.publisher.BlockingIterable cannot be cast to java.util.List`** → Fix repository `findAllWithEagerRelationships()` method to use StreamSupport
- **`Unable to make field...BigDecimal.intVal accessible`** → Replace BigDecimal with Double throughout application
- **Health check database failure** → Remove 'db' from health check readiness configuration
#### **Template-Specific Runtime Errors**
- **`Property or field 'XXX' cannot be found on object of type 'YYY'`**:
- Root cause: Template accessing relationship property that was converted to ID storage
- Solution: Add transient property to entity + populate in service layer
- Prevention: Always check template usage before converting relationships
- **`EL1008E` Spring Expression Language errors**:
- Root cause: Service layer not populating transient properties
- Solution: Verify `populateRelationships()` methods are called and working
- Prevention: Test all template navigation after service layer implementation
- **Empty/null relationship data in templates**:
- Root cause: Controller bypassing service layer or service not populating relationships
- Solution: Ensure all controller methods use service layer for entity retrieval
- Prevention: Never return repository results directly to templates
### Step 11 — Validation checklist
After conversion, verify:
- [ ] **Main application compiles**: `mvn compile` succeeds
- [ ] **All test files compile**: `mvn test-compile` succeeds
- [ ] **No compilation errors**: Address every single compilation error
- [ ] **Application starts successfully**: `mvn spring-boot:run` without errors
- [ ] **All web pages load**: Navigate through all application pages without runtime errors
- [ ] **Service layer populates relationships**: Transient properties are correctly set
- [ ] **All template pages render without errors**: Navigate through entire application
- [ ] **Relationship data displays correctly**: Lists, counts, and related objects show properly
- [ ] **No SpEL template errors in logs**: Check application logs during navigation
- [ ] **Transient properties are @JsonIgnore annotated**: Prevents JSON serialization issues
- [ ] **Service layer used consistently**: No direct repository access in controllers for template rendering
- [ ] No remaining `jakarta.persistence` imports
- [ ] All entity IDs are `String` type consistently
- [ ] All repository interfaces extend `CosmosRepository<Entity, String>`
- [ ] Configuration uses `DefaultAzureCredential` for authentication
- [ ] Data seeding component exists and works
- [ ] Test files use String IDs consistently
- [ ] Repository mocks updated for Cosmos methods
- [ ] **No method signature conflicts** in entity classes
- [ ] **All renamed methods updated** in callers (controllers, tests, formatters)
### Common pitfalls to avoid
1. **Not checking compilation frequently** - Run `mvn test-compile` after each major change
2. **Method signature conflicts** - Method overloading issues when converting ID types
3. **Forgetting to update method callers** - When renaming methods, update ALL callers
4. **Missing repository method renames** - Custom repository methods must be updated everywhere called
5. **Using key-based authentication** - Use `DefaultAzureCredential` instead
6. **Mixing Integer and String IDs** - Be consistent with String IDs everywhere, especially in tests
7. **Not updating controller pagination logic** - Remove pagination from controllers when repositories change
8. **Leaving JPA-specific test annotations** - Replace with Cosmos-compatible alternatives
9. **Incomplete test file updates** - Search entire test directory, not just obvious files
10. **Skipping runtime testing** - Always test the running application, not just compilation
11. **Missing service layer** - Don't access repositories directly from controllers
12. **Forgetting transient properties** - Templates may need access to relationship data
13. **Not testing template navigation** - Compilation success doesn't mean templates work
14. **Missing transient properties for templates** - Templates need object access, not just IDs
15. **Service layer bypassing** - Controllers must use services, never direct repository access
16. **Incomplete relationship population** - Service methods must populate ALL transient properties used by templates
17. **Forgetting @JsonIgnore on transient properties** - Prevents serialization issues
18. **@JsonIgnore on persisted fields** - **CRITICAL**: Never use `@JsonIgnore` on fields that need to be stored in Cosmos DB
19. **Authentication serialization errors** - User/Authority entities must be fully serializable without `@JsonIgnore` blocking required fields
20. **BigDecimal reflection issues** - Use alternative data types or JVM arguments for JDK 17+ compatibility
21. **Repository reactive type casting** - Don't cast `findAll()` directly to `List`, use `StreamSupport.stream().collect(Collectors.toList())`
22. **Health check database references** - Remove database dependencies from Spring Boot health checks after JPA removal
23. **Collection type mismatches** - Update service methods to handle String vs object collections consistently
### Debugging compilation issues systematically
If compilation fails after conversion:
1. **Start with main compilation**: `mvn compile` - fix entity and controller issues first
2. **Then test compilation**: `mvn test-compile` - fix each error systematically
3. **Check for remaining `jakarta.persistence` imports** throughout codebase
4. **Verify all test constants use String IDs** - search for `int.*TEST.*ID`
5. **Ensure repository method signatures match** new Cosmos interface
6. **Check for mixed Integer/String ID usage** in entity relationships and tests
7. **Validate all mocking uses correct method names** (`findAllOrderByName()` not `findPetTypes()`)
8. **Look for method signature conflicts** - resolve by renaming conflicting methods
9. **Verify assertion methods work with String IDs** (`isNotEmpty()` not `isNotZero()`)
### Debugging runtime issues systematically
If runtime fails after successful compilation:
1. **Check application startup logs** for initialization errors
2. **Navigate through all pages** to identify template/controller issues
3. **Look for SpEL template errors** in logs:
- `Property or field 'xxx' cannot be found` → Missing transient property
- `EL1008E` → Service layer not populating relationships
4. **Verify service layer is being used** instead of direct repository access
5. **Check that transient properties are populated** in service methods
6. **Test all CRUD operations** through the web interface
7. **Verify data seeding worked correctly** and relationships are maintained
8. **Authentication-specific debugging**:
- `Cannot pass null or empty values to constructor` → Check for `@JsonIgnore` on required fields
- `BadCredentialsException` → Verify User entity serialization and password field accessibility
- Check logs for "DomainUserDetailsService" debugging output to trace authentication flow
### **Pro Tips for Success**
- **Compile early and often** - Don't let errors accumulate
- **Use global search and replace** - Find all occurrences of patterns to update
- **Be systematic** - Fix one type of error across all files before moving to next
- **Test method renames carefully** - Ensure all callers are updated
- **Use meaningful String IDs** - "owner-1", "pet-1" instead of random strings
- **Check controller classes** - They often call repository methods that change signatures
- **Always test runtime** - Compilation success doesn't guarantee functional templates
- **Service layer is critical** - Bridge between document storage and template expectations
### **Authentication Troubleshooting Guide** (CRITICAL)
#### **Common Authentication Serialization Errors**:
1. **`Cannot pass null or empty values to constructor`**:
- **Root Cause**: `@JsonIgnore` preventing required field serialization to Cosmos DB
- **Solution**: Remove `@JsonIgnore` from all persisted fields (password, authorities, etc.)
- **Verification**: Check User entity has no `@JsonIgnore` on stored fields
2. **`BadCredentialsException` during login**:
- **Root Cause**: Password field not accessible during authentication
- **Solution**: Ensure password field is serializable and accessible in UserDetailsService
- **Verification**: Add debug logs in `loadUserByUsername` method
3. **Authorities not loading correctly**:
- **Root Cause**: Authority objects stored as complex entities instead of strings
- **Solution**: Store authorities as `Set<String>` and convert to `GrantedAuthority` in UserDetailsService
- **Pattern**:
```java
// In User entity - stored in Cosmos
@JsonProperty("authorities")
private Set<String> authorities = new HashSet<>();
// In UserDetailsService - convert for Spring Security
List<GrantedAuthority> grantedAuthorities = user
.getAuthorities()
.stream()
.map(SimpleGrantedAuthority::new)
.collect(Collectors.toList());
```
4. **User entity not found during authentication**:
- **Root Cause**: Repository query methods not working with String IDs
- **Solution**: Update repository `findOneByLogin` method to work with Cosmos DB
- **Verification**: Test repository methods independently
#### **Authentication Debugging Checklist**:
- [ ] User entity fully serializable (no `@JsonIgnore` on persisted fields)
- [ ] Password field accessible and not null
- [ ] Authorities stored as `Set<String>`
- [ ] UserDetailsService converts string authorities to `GrantedAuthority`
- [ ] Repository methods work with String IDs
- [ ] Debug logging enabled in authentication service
- [ ] User activation status checked appropriately
- [ ] Test login with known credentials (admin/admin)
### **Common Runtime Issues and Solutions**
#### **Issue 1: Repository Reactive Type Casting Errors**
**Error**: `ClassCastException: reactor.core.publisher.BlockingIterable cannot be cast to java.util.List`
**Root Cause**: Cosmos repositories return reactive types (`Iterable`) but legacy JPA code expects `List`
**Solution**: Convert reactive types properly in repository methods:
```java
// WRONG - Direct casting fails
default List<Entity> customFindMethod() {
return (List<Entity>) this.findAll(); // ClassCastException!
}
// CORRECT - Convert Iterable to List
default List<Entity> customFindMethod() {
return StreamSupport.stream(this.findAll().spliterator(), false)
.collect(Collectors.toList());
}
```
**Files to Check**:
- All repository interfaces with custom default methods
- Any method that returns `List<Entity>` from Cosmos repository calls
- Import `java.util.stream.StreamSupport` and `java.util.stream.Collectors`
#### **Issue 2: BigDecimal Reflection Issues in Java 17+**
**Error**: `Unable to make field private final java.math.BigInteger java.math.BigDecimal.intVal accessible`
**Root Cause**: Java 17+ module system restricts reflection access to BigDecimal internal fields during serialization
**Solutions**:
1. **Replace with Double for simple cases**:
```java
// Before: BigDecimal fields
private BigDecimal amount;
// After: Double fields (if precision requirements allow)
private Double amount;
```
2. **Use String for high precision requirements**:
```java
// Store as String, convert as needed
private String amount; // Store "1500.00"
public BigDecimal getAmountAsBigDecimal() {
return new BigDecimal(amount);
}
```
3. **Add JVM argument** (if BigDecimal must be kept):
```
--add-opens java.base/java.math=ALL-UNNAMED
```
#### **Issue 3: Health Check Database Dependencies**
**Error**: Application fails health checks looking for removed database components
**Root Cause**: Spring Boot health checks still reference JPA/database dependencies after removal
**Solution**: Update health check configuration:
```yaml
# In application.yml - Remove database from health checks
management:
health:
readiness:
include: 'ping,diskSpace' # Remove 'db' if present
```
**Files to Check**:
- All `application*.yml` configuration files
- Remove any database-specific health indicators
- Check actuator endpoint configurations
#### **Issue 4: Collection Type Mismatches in Services**
**Error**: Type mismatch errors when converting entity relationships to String-based storage
**Root Cause**: Service methods expecting different collection types after entity conversion
**Solution**: Update service methods to handle new entity structure:
```java
// Before: Entity relationships
public Set<RelatedEntity> getRelatedEntities() {
return entity.getRelatedEntities(); // Direct entity references
}
// After: String-based relationships with conversion
public Set<RelatedEntity> getRelatedEntities() {
return entity.getRelatedEntityIds()
.stream()
.map(relatedRepository::findById)
.filter(Optional::isPresent)
.map(Optional::get)
.collect(Collectors.toSet());
}
### **Enhanced Error Resolution Process**
#### **Common Error Patterns and Solutions**:
1. **Reactive Type Casting Errors**:
- **Pattern**: `cannot be cast to java.util.List`
- **Fix**: Use `StreamSupport.stream().collect(Collectors.toList())`
- **Files**: Repository interfaces with custom default methods
2. **BigDecimal Serialization Errors**:
- **Pattern**: `Unable to make field...BigDecimal.intVal accessible`
- **Fix**: Replace with Double, String, or add JVM module opens
- **Files**: Entity classes, DTOs, data initialization classes
3. **Health Check Database Errors**:
- **Pattern**: Health check fails looking for database
- **Fix**: Remove database references from health check configuration
- **Files**: application.yml configuration files
4. **Collection Type Conversion Errors**:
- **Pattern**: Type mismatch in entity relationship handling
- **Fix**: Update service methods to handle String-based entity references
- **Files**: Service classes, DTOs, entity relationship methods
#### **Enhanced Validation Checklist**:
- [ ] **Repository reactive casting handled**: No ClassCastException on collection returns
- [ ] **BigDecimal compatibility resolved**: Java 17+ serialization works
- [ ] **Health checks updated**: No database dependencies in health configuration
- [ ] **Service layer collection handling**: String-based entity references work correctly
- [ ] **Data seeding completes**: "Data seeding completed" message appears in logs
- [ ] **Application starts fully**: Both frontend and backend accessible
- [ ] **Authentication works**: Can sign in without serialization errors
- [ ] **CRUD operations functional**: All entity operations work through UI
## **Quick Reference: Common Post-Migration Fixes**
### **Top Runtime Issues to Check**
1. **Repository Collection Casting**:
```java
// Fix any repository methods that return collections:
default List<Entity> customFindMethod() {
return StreamSupport.stream(this.findAll().spliterator(), false)
.collect(Collectors.toList());
}
2. **BigDecimal Compatibility (Java 17+)**:
```java
// Replace BigDecimal fields with alternatives:
private Double amount; // Or String for high precision
```
3. **Health Check Configuration**:
```yaml
# Remove database dependencies from health checks:
management:
health:
readiness:
include: 'ping,diskSpace'
```
### **Authentication Conversion Patterns**
- **Remove `@JsonIgnore` from fields that need Cosmos DB persistence**
- **Store complex objects as simple types** (e.g., authorities as `Set<String>`)
- **Convert between simple and complex types** in service/repository layers
### **Template/UI Compatibility Patterns**
- **Add transient properties** with `@JsonIgnore` for UI access to related data
- **Use service layer** to populate transient relationships before rendering
- **Never return repository results directly** to templates without relationship population
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📦 Package Info
- Format
- copilot
- Type
- rule
- Category
- devops
- License
- MIT