Hysterie in verteilten Systemen - Hystrix im Einsatz

Transcript

1. HYSTERIE IN VERTEILTEN SYSTEMEN Hystrix im Einsatz Benjamin Wilms codecentric AG
2. Benjamin Wilms codecentric Twitter: @MrBWilms GitHub: github.com/MrBW
3. Agenda Resilience Timeout Bulkheads Circuit Breaker Simian Army Hystrix Fallback Configuration Dynamic Configuration Chaos Monkey Archaius Metrics Stream Dashboard Turbine RabbitMQ Spring Boot Admin
5. Patterns of Resilience Timeout Bulkheads Circuit Breaker Steady State Fail Fast Handshaking Test harness Decoupling middleware
6. Patterns of Resilience Timeout (Hystrix) Bulkheads (Hystrix) Circuit Breaker (Hystrix) Steady State Fail Fast (Hystrix) Handshaking (Hystrix) Test harness Decoupling middleware
7. Hystrix Introduction Quelle: Netflix
8. Hystrix Introduction
9. Hystrix Introduction Quelle: Netflix
10. Semaphore vs. Threads Threads Timeout Handling Isolation vom Aufrufer Fallbacks Circuit Breaker Semaphore keine Isolation vom Aufrufer Fallbacks Circuit Breaker (Counting)
11. Hystrix Overhead 10% > 3 ms Overhead 1% > 9 ms Overhead 10+ Millarden Requests Quelle: Netflix
12. TRANSPORT MY PACKAGE
13. Transport my Package - Architecture
14. Transport my Package - Flow
15. Transport my Package - Flow
16. Transport my Package - Flow
17. Transport my Package - Hystrix
18. Service Discovery Eureka
19. Service Discovery - Eureka System Status DS Replicas Instances currently registered with Eureka Application AMIs Availability Zones Status ADDRESS-SERVICE n/a (2) (2) UP (2) - 2008f3e0f6fb:address-service (http://172.19.0.10:8080/info) , ad0992a451bc:address-service (http://172.19.0.13:8080/info) BOOKING-SERVICE n/a (2) (2) UP (2) - 181daeac41ee:booking-service (http://172.19.0.14:8080/info) , 1a19b053c2b3:booking-service (http://172.19.0.11:8080/info) CONNOTE-SERVICE n/a (2) (2) UP (2) - 8f95af38afa3:connote-service (http://172.19.0.15:8080/info) , 5d7d6317b504:connote-service (http://172.19.0.9:8080/info) CUSTOMER-SERVICE n/a (2) (2) UP (2) - 528b8d4c0960:customer-service (http://172.19.0.16:8080/info) , 5771c7be2118:customer-service (http://172.19.0.12:8080/info) HYSTRIX-TURBINE- DASHBOARD n/a (1) (1) UP (1) - a583a53203e9:hystrix-turbine-dashboard:8080 (http://172.19.0.7:8080/info) SPRING-BOOT-ADMIN n/a (1) (1) UP (1) - cf908142d5ff:spring-boot-admin (http://172.19.0.6:8080/info) Environment test Data center default Current time 2017-03-29T05:45:56 +0000 Uptime 00:06 Lease expiration enabled true Renews threshold 22 Renews (last min) 48 localhost (http://localhost:8761/eureka/)
20. Transport Service - Booking Request code/booking-create.js var request = require("request"); var moment = require('moment'); var startTime = moment(); // request var jsonRequest = { "customerId": 1, "sender-country": "de", "sender-city": "Solingen", "sender-postcode": "42697", "sender-street": "Hochstraße", "sender-streetnumber": "11", 1 2 3 4 5 6 7 8 9 10 11 12
21. Simian Army Quelle: Netflix
22. Simian Army - Chaos Monkey Quelle: Netflix
23. AOP - Chaos Monkey Nichts passiert! RuntimeException Timeout
24. Dynamische Konfiguration zur Laufzeit Hystrix & Archaius Flickr: Rod Waddingtons
25. Dynamische Konfiguration zur Laufzeit Archaius dynamic & typed thread safe polling framework callback mechanism dynamic configuration
26. Dynamische Konfiguration zur Laufzeit Quellen AWS Dynamo DB Apache ZooKeeper CoreOS etcd Classpath Resourcen File URI´s
27. Dynamische Konfiguration zur Laufzeit CoreOS etcd Distributed key value store REST API Cluster ready
28. Chaos Monkey aktivieren code/archaius_demo/step_1.js var request = require("request"); var baseUrl = "http://0.0.0.0:2379/v2/keys/hystrix"; var data = {value: "true"}; request({ url: baseUrl + '/chaos.monkey.active', method: 'PUT', qs: data, }, function(error, response, body){ if(error) { console.log(error); } else { 1 2 3 4 5 6 7 8 9 10 11 12
29. Transport Service - Booking Request (Chaos) code/booking-create.js var request = require("request"); var moment = require('moment'); var startTime = moment(); // request var jsonRequest = { "customerId": 1, "sender-country": "de", "sender-city": "Solingen", "sender-postcode": "42697", "sender-street": "Hochstraße", "sender-streetnumber": "11", 1 2 3 4 5 6 7 8 9 10 11 12
30. Mögliche Fallback Strategien? Caching Messaging Stubbed Fallback - static defaults Scaling docker-compose scale booking-service=2 connote-service=2 customer-service=2 address-service=2
31. Service Discovery - Eureka System Status DS Replicas Instances currently registered with Eureka Application AMIs Availability Zones Status ADDRESS-SERVICE n/a (2) (2) UP (2) - 2008f3e0f6fb:address-service (http://172.19.0.10:8080/info) , ad0992a451bc:address-service (http://172.19.0.13:8080/info) BOOKING-SERVICE n/a (2) (2) UP (2) - 181daeac41ee:booking-service (http://172.19.0.14:8080/info) , 1a19b053c2b3:booking-service (http://172.19.0.11:8080/info) CONNOTE-SERVICE n/a (2) (2) UP (2) - 8f95af38afa3:connote-service (http://172.19.0.15:8080/info) , 5d7d6317b504:connote-service (http://172.19.0.9:8080/info) CUSTOMER-SERVICE n/a (2) (2) UP (2) - 528b8d4c0960:customer-service (http://172.19.0.16:8080/info) , 5771c7be2118:customer-service (http://172.19.0.12:8080/info) HYSTRIX-TURBINE- DASHBOARD n/a (1) (1) UP (1) - a583a53203e9:hystrix-turbine-dashboard:8080 (http://172.19.0.7:8080/info) SPRING-BOOT-ADMIN n/a (1) (1) UP (1) - cf908142d5ff:spring-boot-admin (http://172.19.0.6:8080/info) Environment test Data center default Current time 2017-03-29T05:45:56 +0000 Uptime 00:06 Lease expiration enabled true Renews threshold 22 Renews (last min) 48 localhost (http://localhost:8761/eureka/)
32. Feature toggle - aktiviere "Second Service Call" code/enable_second_call.js var request = require("request"); var baseUrl = "http://0.0.0.0:2379/v2/keys/hystrix"; var data = {value: "true"}; request({ url: baseUrl + '/second.service.call', method: 'PUT', qs: data, }, function(error, response, body){ if(error) { console.log(error); } else { 1 2 3 4 5 6 7 8 9 10 11 12
33. Transport Service - Booking Request (Second Service Call) code/booking-create.js var request = require("request"); var moment = require('moment'); var startTime = moment(); // request var jsonRequest = { "customerId": 1, "sender-country": "de", "sender-city": "Solingen", "sender-postcode": "42697", "sender-street": "Hochstraße", "sender-streetnumber": "11", 1 2 3 4 5 6 7 8 9 10 11 12
34. Hystrix Command - Connote Timeout 1 Second
35. Hystrix Command - Connote Timeout 300 Milliseconds
36. Hystrix Command Timeout - Connote code/timeouts.js var request = require("request"); var baseUrl = "http://0.0.0.0:2379/v2/keys/hystrix"; request({ url: baseUrl + '/hystrix.command.ConnoteServiceClient.execution.isolation.thread.timeoutInMillisecon ds', method: 'PUT', qs: {value: "300"}, }, function(error, response, body){ console.log(response.statusCode, body); }); 1 2 3 4 5 6 7 8 9 10
37. Transport Service - Booking Request (Second Service Call) code/booking-create.js var request = require("request"); var moment = require('moment'); var startTime = moment(); // request var jsonRequest = { "customerId": 1, "sender-country": "de", "sender-city": "Solingen", "sender-postcode": "42697", "sender-street": "Hochstraße", "sender-streetnumber": "11", 1 2 3 4 5 6 7 8 9 10 11 12
38. Hystrix Monitoring & Metriken via REST Endpoint via JMX via Logfile via Elastic, Splunk und Co. via Messaging
39. REST Endpoint Zugriff via HystrixCommandMetrics: Result: HystrixCommandMetrics.getInstance(ConnoteRESTCommand.CONNOTE_KEY) { averageExecutionTime: 0, commandGroupKey: "ConnoteRESTCommandGroupKey", commandKey: "ConnoteCommand", concurrentExecutionCount: 0, errorCount: 1, healthCounts: "HealthCounts[1 / 1 : 100%]", totalRequests: 1 }
40. Hystrix Dashboard Spring Boot Admin Spring Boot applications Filter  Application ▲ / URL Version Info Status  ADDRESS-SERVICE 2 UP  BOOKING-SERVICE 2 UP  CONNOTE-SERVICE 2 UP  CUSTOMER-SERVICE 2 UP HYSTRIX-TURBINE-DASHBOARD (63b55a23) http://172.19.0.7:8080 UP SPRING-BOOT-ADMIN (adddb55b) http://172.19.0.6:8080 UP TRANSPORT-API-GATEWAY (2ed68569) http://172.19.0.8:8080 UP ZIPKIN-SERVICE (260fe666) http://172.19.0.5:9411 UP Reference Guide (https://codecentric.github.io/spring-boot-admin/1.4.5) - Sources (https://github.com/codecentric/spring-boot-admin) - Code licensed under Apache License 2.0 (http://www.apache.org/licenses/LICENSE-2.0)  Details    Details    Details    Details   APPLICATIONS JOURNAL ABOUT
41. Hystrix Metriken via RabbitMQ Metriken werden via RabbitMQ bereitgestellt Aggregation via Turbine als Consumer Hystrix Dashboard verarbeitet den Turbine Stream
42. Hystrix Metriken via RabbitMQ
43. Transport Service - Booking Request Simulation code/booking-create-simulate.js var request = require("request"); var moment = require('moment'); var startTime = moment(); // request var jsonRequest = { "customerId": 1, "sender-country": "de", "sender-city": "Solingen", "sender-postcode": "42697", "sender-street": "Hochstraße", "sender-streetnumber": "11", 1 2 3 4 5 6 7 8 9 10 11 12
44. Hystrix Dashboard & Turbine Stream Circuit Thread Pools Hystrix Stream: http://localhost:8989/ Sort: Error then Volume | Alphabetical | Volume | Error | Mean | Median | 90 | 99 | 99.5 Success | Short-Circuited | Timeout | Rejected | Failure | Error % tran...ustomerServiceClient 50.0 % 2 0 3 5 0 Hosts 1 90th 1019ms Median 15ms 99th 2002ms Mean 516ms 99.5th 2002ms Host: 1.0/s Cluster: 1.0/s Circuit Closed tran...AddressServiceClient 25.0 % 3 0 1 12 0 Hosts 1 90th 1010ms Median 10ms 99th 2003ms Mean 290ms 99.5th 2003ms Host: 1.6/s Cluster: 1.6/s Circuit Closed tran...BookingServiceClient 0.0 % 0 0 0 4 0 Hosts 1 90th 320ms Median 17ms 99th 611ms Mean 139ms 99.5th 611ms Host: 0.5/s Cluster: 0.5/s Circuit Closed book...ConnoteServiceClient 41.5 % 3 0 0 4 0 Hosts 2 90th 350ms Median 9ms 99th 458ms Mean 100ms 99.5th 458ms Host: 0.4/s Cluster: 0.7/s Circuit Closed Sort: Alphabetical | Volume | AddressServiceClientGroup Active 3 Max Active 2 Queued 0 Executions 16 Pool Size 10 Queue Size 5 Host: 1.6/s Cluster: 1.6/s CustomerServiceClientGroup Active 1 Max Active 2 Queued 0 Executions 10 Pool Size 10 Queue Size 5 Host: 1.0/s Cluster: 1.0/s ConnoteServiceClientGroup Active 2 Max Active 4 Queued 0 Executions 7 Pool Size 20 Queue Size 2 Host: 0.7/s Cluster: 1.4/s BookingServiceClientGroup Active 0 Max Active 1 Queued 0 Executions 5 Pool Size 10 Queue Size 5 Host: 0.5/s Cluster: 0.5/s
45. Finished Vielen Dank für Eure Aufmerksamkeit! FEEDBACK & FRAGEN? GitHub: Short URL: https://github.com/MrBW/resilient-transport- service https://goo.gl/cIqNoi