- Cause: Table names in JSON don't match GraphQL type names
- Solution: Use exact type names from schema
- Cause: Missing required fields (marked with
!) in JSON data - Solution: Add missing fields or make them optional in schema
- Cause: Incorrect foreign key field naming
- Solution: Use
<fieldName>Idfor single,<fieldName>Idsfor multiple
Schema Validation Errors:
ERROR: Type 'Post' references unknown type 'User'
FIX: Ensure all referenced types are defined in schema
Data Validation Errors:
ERROR: Field 'email' is required but not provided for record 'user1'
FIX: Add "email" field to JSON or make it optional with 'email: String'
Relationship Errors:
ERROR: Foreign key 'authorId' references non-existent record 'user999'
FIX: Ensure referenced records exist before creating relationships
- Add indexes on frequently queried columns
- Check cache hit ratios - increase cache size if low
- Profile queries - identify bottlenecks
- Consider denormalization for read-heavy workloads
- Reduce MemTable capacity if not write-heavy
- Reduce page cache size if memory constrained
- Monitor index sizes - consider selective indexing
- Check disk space - database files can grow large
- Monitor page count - indicates storage efficiency
- Consider compression for cold data