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An OSS Api
Layer for your
Apache Cassandra™
➢ Trainer
➢ Public Speaker
➢ Developers Support
➢ Developer Applications
➢ Developer Tooling
➢ Creator of ff4j (ff4j.org)
➢ Maintainer for 8 years+
@clunven
➢ Happy developer for 14 years
➢ Spring Petclinic Reactive & Starters
➢ Implementing APIs for 8 years
@clun
Cédrick Lunven
Director Developer Relations
Datastax Developers Advocates Team
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David
Gilardi
Jack
Fryer
Aleksandr
Volochnev
Cedrick
Lunven
Stefano
Lottini
Ryan
Welford
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Rags
Srinivas
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Kirsten
Hunter
Sonia
Siganporia
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4
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
4
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
5
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
5
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
Data Gateway
Ubiquitous, API-based Consumption
MICROSERVICES
DEVELOPERS
Developers want the option
to use modern APIs and
development gateways.
Cassandra is a database designed
for the new
standard and the associated APIs
that facilitate the first choice of
developers.
Stargate Overview
An open source API framework for data
Stargate makes it easy to use a
database for any application workload
by adding plugin support for new APIs,
data types, and access methods
MICROSERVICES
DEVELOPERS
Stargate.io
API and Persistence Extensions
API
EXTENSIONS
PERSISTENCE
EXTENSIONS
Authentication
gRPC
(beta)
CQL
GraphQL Document
API
Data
API
Cassandra
3.x
Cassandra
4.x
Cassandra
DSE 6.x
API Extensions and Persistence Extensions
8080
8082
8090
9042
C* 3.x C* 4.x
C* 3.11
storage shim
C* 4.x
storage shim
DSE 6.x
storage shim
DSE 6.x
8084
Data + Document APIs GraphQL APIs
GRPC
CQL
Persistence Service
8080
8081 8082
8090
9042
C* 3.x C* 4.x
C* 3.11
storage shim
C* 4.x
storage shim
DSE 6.x
storage shim
DSE 6.x
8084
Data + Document APIs GraphQL APIs
OSGI
Service
Registry
GRPC
CQL Auth
Authentication Service
Rate Limiting Service
Metrics Services
Persistence Service
8080
8081 8082
8090
9042
C* 3.x C* 4.x
C* 3.11
storage shim
C* 4.x
storage shim
DSE 6.x
storage shim
DSE 6.x
8084
Data + Document APIs GraphQL APIs
GRPC
CQL Auth
cql
Service
gRPC
Service /auth
http(s) /rest
Data Service Doc Service swagger-ui
Document Shredding Service
/playground
/graphql-schema /graphql/<ks> /graphql-admin
CQL-First Service Schema-first Service
OSGI
Service
Registry
Authentication Service
Metrics Services
Rate Limiting Service
Authentication / Authorization
/auth /auth
tokens
peers
● Use Auth and get tokens (user+pwd)
● Tokens shared across instances
● Leverage on Cassandra roles (RBAC)
● -Dstargate.auth_tokenttl =X
Monitoring (JVM)
Monitoring (HTTP Traffic)
Monitoring (Services)
Connecting to your cluster (Before)
NODE
NODE
NODE
NODE
NODE NODE
NODE
developers
Apps
CQL
CQL
CQL
CQL
CQL
Drivers
CQL
CQL
Connecting to your cluster (with Stargate)
NODE
NODE
NODE
NODE
NODE NODE
NODE
developers
Apps
Drivers
HTTP Clients
CQL
CQL
CQL
CQL
CQL
Stargate
CQL
CQL
CQL
Connecting to your cluster (with Stargates)
NODE
NODE
NODE
NODE
NODE NODE
NODE
developers
Apps
SDK
CQL
CQL
CQL
CQL
CQL
Stargate
Stargate
Stargate
CQL
CQL
CQL
CQL
CQL
Load
Balancer
(HTTP)
21
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
21
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
Stargate “REST” Api(s)
● Expose existing CQL schema
as a RESTful endpoint, or
create new CQL schema
● Most familiar API style for
most teams
● Swagger integration
Quick start: https://stargate.io/docs/stargate/1.0/quickstart/quick_start-rest.html
REST Api(s) exposed DDL and best practices DML
DDL (Schema)
DML (data)
Demo
c
Swagger UI GraphQL Playground Tools
26
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
26
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
Working with JSON and Cassandra
● Cassandra already handles both JSON and nested objects
○ INSERT JSON, SELECT JSON
○ Set<>, List<>,Map<>, and User Defined type (UDT) even
nested
●
● But...
○ Strongly coupled with a SCHEMA VALIDATION
○ Dangerous with tombstones on updates
“Schemaless”
● You want to insert and retrieve any JSON documents
efficiently
●
● Allow “schemaless” (Validation less)
●
● Write to a single document is a single batch of
statements
●
● Read from a single document is a single SELECT
statement.
●
● Limit Tombstones with range deletes
“What rules ?”
Stargate Document API
● Schemaless!
(validationless)
● Add any JSON document
to a collection
● Uses “Document
shredding” approach
Quick start: https://stargate.io/docs/stargate/1.0/quickstart/quick_start-document.html
Document Shredding (1 / 3)
30
Document Shredding (2 / 3)
31
Document Shredding (3 / 3)
32
Demo
34
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
34
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
History
Created by Facebook
2012
Used internally for mobile apps
2015 Facebook give talk at ReactJs Conf
Facebook open sourced graphQL
2015
GraphQL is an application
programming interface (API) query
language and server-side runtime that
prioritises giving customers precisely
the data they request.
2016 Github announced move to GQL
Definition
Why ?
36
Stargate GraphQL API
● Expose existing CQL schema as a
GraphQL endpoint
● Allows more fine-grained control
of what fields returned
● In progress: federation across
multiple services to join data
● Easy experimentation in GraphQL
playground
Quick start: https://stargate.io/docs/stargate/1.0/quickstart/quick_start-graphql.html
GraphQL “CQL First”
GraphQL “CQL First”
Demo
GraphQL Federation
Third
party
GraphQL Api
Gateway
GraphQL “Schema First”
GraphQL “Schema First“
GraphQL “Schema First“
45
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
45
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
Apache
Cassandra®
Cass-Operator
Cassandra
Medusa
(backup/restore)
Metrics
Collector
Reaper
(repair)
Graphql endpoint
+ Playground
rest/doc API +
Swagger
Authentication
Endpoint
Reaper UI
Traefik UI
Prometheus UI
Grafana
CQL Endpoint
Features Map
REST DATA APIS
V2
Prim.Key
Rows
Indexes UDT
Keyspaces
Tables
DOCUMENT API
V2
Namespaces
Collections
Documents
Sub Doc..
Json Schema
GraphQL
V1 Tables Rows Prim.Key CQL
FIRST
GRPC
CQL
Schema
FIRST
Tables
Keyspaces
UDT
Indexes
Values
Schemas Entity
Mutations
Query
Federation
CqlSession
SDK in Java, Javascript, Python
REST DATA APIS
V2
Prim.Key
Rows
Indexes UDT
Keyspaces
Tables
DOCUMENT API
V2
Namespaces
Collections
Documents
Sub Doc..
Json Schema
GraphQL
V1 Tables Rows Prim.Key CQL
FIRST
GRPC
CQL
Schema
FIRST
Tables
Keyspaces
UDT
Indexes
Values
Schemas Entity
Mutations
Query
Federation
CqlSession
Focus on Java SDK
https://github.com/datastax/astra-sdk-java/wiki
Sample Codes
Sample Code
52
Exploring Apis
Rest DML and DDL
02
Exploring Apis
GraphQL and Federation
04
01
Tooling
SDK, K8ssandra
05
Stargate Data gateway
What, Why and How
Agenda (40 min)
52
Exploring Apis
Document oriented
03
What’s NEXT ?
gRPC, CDC, sql...
05
What’s NEXT ?
● Apis
● GRPC (GA next month)
● Relational API
● Dynamo API
● Architecture
● SSO, KMS
● Architecture redesigned
● ZDD
● CDC
THANK YOU
@clun
@clunven
Thank you!
@clun
@clunven

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An oss api layer for your cassandra

  • 1. An OSS Api Layer for your Apache Cassandra™
  • 2. ➢ Trainer ➢ Public Speaker ➢ Developers Support ➢ Developer Applications ➢ Developer Tooling ➢ Creator of ff4j (ff4j.org) ➢ Maintainer for 8 years+ @clunven ➢ Happy developer for 14 years ➢ Spring Petclinic Reactive & Starters ➢ Implementing APIs for 8 years @clun Cédrick Lunven Director Developer Relations
  • 3. Datastax Developers Advocates Team ��🇷 ��🇺 ��🇧 David Gilardi Jack Fryer Aleksandr Volochnev Cedrick Lunven Stefano Lottini Ryan Welford ��🇹 ��🇸 ��🇸 Rags Srinivas ��🇸 ��🇸 Kirsten Hunter Sonia Siganporia ��
  • 4. 4 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 4 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 5. 5 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 5 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 6. Data Gateway Ubiquitous, API-based Consumption MICROSERVICES DEVELOPERS Developers want the option to use modern APIs and development gateways. Cassandra is a database designed for the new standard and the associated APIs that facilitate the first choice of developers.
  • 7. Stargate Overview An open source API framework for data Stargate makes it easy to use a database for any application workload by adding plugin support for new APIs, data types, and access methods MICROSERVICES DEVELOPERS
  • 9. API and Persistence Extensions API EXTENSIONS PERSISTENCE EXTENSIONS Authentication
  • 11. 8080 8082 8090 9042 C* 3.x C* 4.x C* 3.11 storage shim C* 4.x storage shim DSE 6.x storage shim DSE 6.x 8084 Data + Document APIs GraphQL APIs GRPC CQL
  • 12. Persistence Service 8080 8081 8082 8090 9042 C* 3.x C* 4.x C* 3.11 storage shim C* 4.x storage shim DSE 6.x storage shim DSE 6.x 8084 Data + Document APIs GraphQL APIs OSGI Service Registry GRPC CQL Auth Authentication Service Rate Limiting Service Metrics Services
  • 13. Persistence Service 8080 8081 8082 8090 9042 C* 3.x C* 4.x C* 3.11 storage shim C* 4.x storage shim DSE 6.x storage shim DSE 6.x 8084 Data + Document APIs GraphQL APIs GRPC CQL Auth cql Service gRPC Service /auth http(s) /rest Data Service Doc Service swagger-ui Document Shredding Service /playground /graphql-schema /graphql/<ks> /graphql-admin CQL-First Service Schema-first Service OSGI Service Registry Authentication Service Metrics Services Rate Limiting Service
  • 14. Authentication / Authorization /auth /auth tokens peers ● Use Auth and get tokens (user+pwd) ● Tokens shared across instances ● Leverage on Cassandra roles (RBAC) ● -Dstargate.auth_tokenttl =X
  • 18. Connecting to your cluster (Before) NODE NODE NODE NODE NODE NODE NODE developers Apps CQL CQL CQL CQL CQL Drivers CQL CQL
  • 19. Connecting to your cluster (with Stargate) NODE NODE NODE NODE NODE NODE NODE developers Apps Drivers HTTP Clients CQL CQL CQL CQL CQL Stargate CQL CQL CQL
  • 20. Connecting to your cluster (with Stargates) NODE NODE NODE NODE NODE NODE NODE developers Apps SDK CQL CQL CQL CQL CQL Stargate Stargate Stargate CQL CQL CQL CQL CQL Load Balancer (HTTP)
  • 21. 21 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 21 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 22. Stargate “REST” Api(s) ● Expose existing CQL schema as a RESTful endpoint, or create new CQL schema ● Most familiar API style for most teams ● Swagger integration Quick start: https://stargate.io/docs/stargate/1.0/quickstart/quick_start-rest.html
  • 23. REST Api(s) exposed DDL and best practices DML DDL (Schema) DML (data)
  • 24. Demo
  • 25. c Swagger UI GraphQL Playground Tools
  • 26. 26 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 26 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 27. Working with JSON and Cassandra ● Cassandra already handles both JSON and nested objects ○ INSERT JSON, SELECT JSON ○ Set<>, List<>,Map<>, and User Defined type (UDT) even nested ● ● But... ○ Strongly coupled with a SCHEMA VALIDATION ○ Dangerous with tombstones on updates
  • 28. “Schemaless” ● You want to insert and retrieve any JSON documents efficiently ● ● Allow “schemaless” (Validation less) ● ● Write to a single document is a single batch of statements ● ● Read from a single document is a single SELECT statement. ● ● Limit Tombstones with range deletes “What rules ?”
  • 29. Stargate Document API ● Schemaless! (validationless) ● Add any JSON document to a collection ● Uses “Document shredding” approach Quick start: https://stargate.io/docs/stargate/1.0/quickstart/quick_start-document.html
  • 33. Demo
  • 34. 34 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 34 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 35. History Created by Facebook 2012 Used internally for mobile apps 2015 Facebook give talk at ReactJs Conf Facebook open sourced graphQL 2015 GraphQL is an application programming interface (API) query language and server-side runtime that prioritises giving customers precisely the data they request. 2016 Github announced move to GQL Definition
  • 37. Stargate GraphQL API ● Expose existing CQL schema as a GraphQL endpoint ● Allows more fine-grained control of what fields returned ● In progress: federation across multiple services to join data ● Easy experimentation in GraphQL playground Quick start: https://stargate.io/docs/stargate/1.0/quickstart/quick_start-graphql.html
  • 40. Demo
  • 45. 45 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 45 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 46. Apache Cassandra® Cass-Operator Cassandra Medusa (backup/restore) Metrics Collector Reaper (repair) Graphql endpoint + Playground rest/doc API + Swagger Authentication Endpoint Reaper UI Traefik UI Prometheus UI Grafana CQL Endpoint
  • 47. Features Map REST DATA APIS V2 Prim.Key Rows Indexes UDT Keyspaces Tables DOCUMENT API V2 Namespaces Collections Documents Sub Doc.. Json Schema GraphQL V1 Tables Rows Prim.Key CQL FIRST GRPC CQL Schema FIRST Tables Keyspaces UDT Indexes Values Schemas Entity Mutations Query Federation CqlSession
  • 48. SDK in Java, Javascript, Python REST DATA APIS V2 Prim.Key Rows Indexes UDT Keyspaces Tables DOCUMENT API V2 Namespaces Collections Documents Sub Doc.. Json Schema GraphQL V1 Tables Rows Prim.Key CQL FIRST GRPC CQL Schema FIRST Tables Keyspaces UDT Indexes Values Schemas Entity Mutations Query Federation CqlSession
  • 49. Focus on Java SDK https://github.com/datastax/astra-sdk-java/wiki
  • 52. 52 Exploring Apis Rest DML and DDL 02 Exploring Apis GraphQL and Federation 04 01 Tooling SDK, K8ssandra 05 Stargate Data gateway What, Why and How Agenda (40 min) 52 Exploring Apis Document oriented 03 What’s NEXT ? gRPC, CDC, sql... 05
  • 53. What’s NEXT ? ● Apis ● GRPC (GA next month) ● Relational API ● Dynamo API ● Architecture ● SSO, KMS ● Architecture redesigned ● ZDD ● CDC