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TiDB Architecture In Nutshell
May 27th, 2023
Mydbops Webinar - 22
Kabilesh PR
Co-Founder, Mydbops
Interested in Open Source technologies
MySQL / TiDB Certified Professional
Tech Speaker/Blogger
AWS certified Database speciality
AWS community builder / SME
Co-Founder, Mydbops IT Solutions
Kabilesh PR
About Me
Mydbops Services
Consulting
Services
Managed
Services
Focuses on MySQL, MongoDB, PostgreSQL
Targeted
Engagement
24 x 7
DBA Team
Agenda
What is TiDB ?
Architecture
Production Readiness
Sharding
What is TiDB ?
• An Open Source distributed SQL database by PingCAP
• Scalability in both ways horizontally and vertically
• Supports both Transactional and Analytical workload in realtime
• Compatible with MySQL protocol
• Highly available and Fault Tolerance
MySQL scalability - Bottlenecks
Monolithic - Single node Limitation
Horizontal scaling - Sharding
Architecture
TiDB cluster - SQL layer
Tikv - Storage layer
TiFlash - Analytical columnar storage
Placement Driver(PD) - Metadata & TSO
Architecture
TiDB - SQL Interface
• Stateless
• Handles Client connections & authentication
• Parsing & compiling
• Coverting relational to KV pair (Tikv)
• Executing SQL
• Online DDL execution
• Garbage collections
• Cache table
TiKV - Transactional Storage
• Stateful
• Persistent storage with RocksDB
• Distributed storage & transaction support
• Strong Consistency
• MVCC support
• Inbuilt HA
• Co-Processor (PP)
TiKV - Regions and Raft
• Region - Represents a range of key-value data
• 96 Mb in size
• A region is replicated to multiple nodes forming Raft group
• Regions are automatically balanced across TiKV nodes
• Each region has a leader and followers
• Leader handles RW ops
• Followers replicate , server read & can be promoted as leader via election
• PD Maintains the region info,scheduling,balacing
Services (LB)
Stateful Sets
Operator Maturity
TiKV - Regions and Raft
Placement Driver - PD
• Metadata management - Global view
• Data placement and load balancing
• TransactionID allocation
• Global Timestamp (TSO)
• Scheduling by collecting cluster info
• PD consists of 3 node at-least
TiFlash - Analytical Store
Columnar storage
Replicated Async from Tikv
Intelligent engine selection
Optimised for aggregation, join & table scans
MPP (Multiple Parallel Processing)
Architecture
Sharding
Supports on the fly sharing & distribution
Relational to Key-value transformation
Distributed based on Global key
Global_key = Primary_key + Table_id(generated)
For Non-int primary key row_id is generated
Sharding - Relational to KV
Sharding - Global-key
Sharding - Region split & distribution
Production Readiness
Definitely YES !! its ready to be deployed
Know the current limitation of Tidb
Test your usecase
Reach Us : Info@mydbops.com
Thank You
Image Courtesy : PingCAP

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TiDB Architecture Nutshell - Distributed SQL Database Scalability

  • 1. TiDB Architecture In Nutshell May 27th, 2023 Mydbops Webinar - 22 Kabilesh PR Co-Founder, Mydbops
  • 2. Interested in Open Source technologies MySQL / TiDB Certified Professional Tech Speaker/Blogger AWS certified Database speciality AWS community builder / SME Co-Founder, Mydbops IT Solutions Kabilesh PR About Me
  • 3. Mydbops Services Consulting Services Managed Services Focuses on MySQL, MongoDB, PostgreSQL Targeted Engagement 24 x 7 DBA Team
  • 4. Agenda What is TiDB ? Architecture Production Readiness Sharding
  • 5. What is TiDB ? • An Open Source distributed SQL database by PingCAP • Scalability in both ways horizontally and vertically • Supports both Transactional and Analytical workload in realtime • Compatible with MySQL protocol • Highly available and Fault Tolerance
  • 6. MySQL scalability - Bottlenecks Monolithic - Single node Limitation Horizontal scaling - Sharding
  • 7. Architecture TiDB cluster - SQL layer Tikv - Storage layer TiFlash - Analytical columnar storage Placement Driver(PD) - Metadata & TSO
  • 9. TiDB - SQL Interface • Stateless • Handles Client connections & authentication • Parsing & compiling • Coverting relational to KV pair (Tikv) • Executing SQL • Online DDL execution • Garbage collections • Cache table
  • 10. TiKV - Transactional Storage • Stateful • Persistent storage with RocksDB • Distributed storage & transaction support • Strong Consistency • MVCC support • Inbuilt HA • Co-Processor (PP)
  • 11. TiKV - Regions and Raft • Region - Represents a range of key-value data • 96 Mb in size • A region is replicated to multiple nodes forming Raft group • Regions are automatically balanced across TiKV nodes • Each region has a leader and followers • Leader handles RW ops • Followers replicate , server read & can be promoted as leader via election • PD Maintains the region info,scheduling,balacing
  • 12. Services (LB) Stateful Sets Operator Maturity TiKV - Regions and Raft
  • 13. Placement Driver - PD • Metadata management - Global view • Data placement and load balancing • TransactionID allocation • Global Timestamp (TSO) • Scheduling by collecting cluster info • PD consists of 3 node at-least
  • 14. TiFlash - Analytical Store Columnar storage Replicated Async from Tikv Intelligent engine selection Optimised for aggregation, join & table scans MPP (Multiple Parallel Processing)
  • 16. Sharding Supports on the fly sharing & distribution Relational to Key-value transformation Distributed based on Global key Global_key = Primary_key + Table_id(generated) For Non-int primary key row_id is generated
  • 19. Sharding - Region split & distribution
  • 20. Production Readiness Definitely YES !! its ready to be deployed Know the current limitation of Tidb Test your usecase
  • 21. Reach Us : Info@mydbops.com Thank You Image Courtesy : PingCAP