Introducing API Manager 1.7

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This document summarizes the key features of WSO2 API Manager 1.7.0. It discusses an API design wizard for designing, implementing, and managing APIs. It also mentions prototyped and published APIs, fine-grained authorization, API usage statistics, multi-tenant workflow support, customizable store themes, developer forums, documentation visibility filters, backend endpoint statistics, NTLM/OAuth integration, and reusable fault handling. The document promotes WSO2 API Manager and contacting WSO2 for additional information.

Technology

WSO2 API Manager Team
Sumedha Rubasinghe
WSO2 API Manager
1.7.0
New Features

**
About WSO2
๏ Global enterprise, founded in
2005 by acknowledged leaders in
XML, web services technologies,
standards and open source
๏ Provides only open source
platform-as-a-service for private,
public and hybrid cloud
deployments
๏ All WSO2 products are 100% open
source and released under the
Apache License Version 2.0.
๏ Is an Active Member of OASIS,
Cloud Security Alliance, OSGi
Alliance, AMQP Working Group,
OpenID Foundation and W3C.
Driven by Innovation
Launched first open source API
Management solution in 2012
Launched App Factory in 2Q 2013
Launched Enterprise Store and first
open source Mobile solution in 4Q
2013

**
WSO2 API Manager - Introduction
๏ API Management Platform
○ API Publishing
○ API Store
○ Subscription Management
○ Token Management
○ Throttling
○ Statistics
○ Scalable Deployment
๏ Part of award winning WSO2 Carbon Platform
๏ Apache2 Licensed
๏ Utilizes proven WSO2 Components
○ WSO2 Enterprise Service Bus
○ WSO2 Identity Server
○ WSO2 Governance Registry

**
API Manager 1.7.0
○ First release for 2014
○ Several key features !!

**
Multi-tenant workflow support
● Workflow support for :
○ Subscription
○ Application creation
○ User signup
○ Token generation Registration
● Support for per tenant workflows with 1.7.0

**
Token generation workflow
● Invoke a workflow @ the point of generating a token
● Ability to perform custom checks

**
Customizable store themes
https://<IP>:9443/admin-dashboard/themeupload

**
Backend endpoint statistics
● Which backend endpoint got invoked?

**
NTLM - OAuth2 Integration
● Obtain an OAuth2 token using Windows NTLM Token
● Useful in an Windows authenticated environment

**
Dynamic workflow/external store
Definitions
● Why?
○ API Store - where external developers interact

**
Future Directions
● API Everywhere
● Developer focused API Portal
● WSO2 API Cloud

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Mutation Testing for Task-Oriented Chatbots

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Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots. To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.

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This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).

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ScyllaDB monitoring provides a lot of useful information. But sometimes it’s not easy to find the root of the problem if something is wrong or even estimate the remaining capacity by the load on the cluster. This talk shares our team's practical tips on: 1) How to find the root of the problem by metrics if ScyllaDB is slow 2) How to interpret the load and plan capacity for the future 3) Compaction strategies and how to choose the right one 4) Important metrics which aren’t available in the default monitoring setup.

Session 1 - Intro to Robotic Process Automation.pdf

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👉 Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program: https://bit.ly/Automation_Student_Kickstart In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC. 📕 Detailed agenda: What is RPA? Benefits of RPA? RPA Applications The UiPath End-to-End Automation Platform UiPath Studio CE Installation and Setup 💻 Extra training through UiPath Academy: Introduction to Automation UiPath Business Automation Platform Explore automation development with UiPath Studio 👉 Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/

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Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!

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This is a session that details how PostgreSQL's features and Azure AI Services can be effectively used to significantly enhance the search functionality in any application. In this session, we'll share insights on how we used PostgreSQL to facilitate precise searches across multiple fields in our mobile application. The techniques include using LIKE and ILIKE operators and integrating a trigram-based search to handle potential misspellings, thereby increasing the search accuracy. We'll also discuss how the azure_ai extension on PostgreSQL databases in Azure and Azure AI Services were utilized to create vectors from user input, a feature beneficial when users wish to find specific items based on text prompts. While our application's case study involves a drug search, the techniques and principles shared in this session can be adapted to improve search functionality in a wide range of applications. Join us to learn how PostgreSQL and Azure AI can be harnessed to enhance your application's search capability.

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Mydbops Opensource Database Meetup 16 Topic: Must-Know PostgreSQL Extensions for Developers and DBAs During Migration Speaker: Deepak Mahto, Founder of DataCloudGaze Consulting Date & Time: 8th June | 10 AM - 1 PM IST Venue: Bangalore International Centre, Bangalore Abstract: Discover how PostgreSQL extensions can be your secret weapon! This talk explores how key extensions enhance database capabilities and streamline the migration process for users moving from other relational databases like Oracle. Key Takeaways: * Learn about crucial extensions like oracle_fdw, pgtt, and pg_audit that ease migration complexities. * Gain valuable strategies for implementing these extensions in PostgreSQL to achieve license freedom. * Discover how these key extensions can empower both developers and DBAs during the migration process. * Don't miss this chance to gain practical knowledge from an industry expert and stay updated on the latest open-source database trends. Mydbops Managed Services specializes in taking the pain out of database management while optimizing performance. Since 2015, we have been providing top-notch support and assistance for the top three open-source databases: MySQL, MongoDB, and PostgreSQL. Our team offers a wide range of services, including assistance, support, consulting, 24/7 operations, and expertise in all relevant technologies. We help organizations improve their database's performance, scalability, efficiency, and availability. Contact us: info@mydbops.com Visit: https://www.mydbops.com/ Follow us on LinkedIn: https://in.linkedin.com/company/mydbops For more details and updates, please follow up the below links. Meetup Page : https://www.meetup.com/mydbops-databa... Twitter: https://twitter.com/mydbopsofficial Blogs: https://www.mydbops.com/blog/ Facebook(Meta): https://www.facebook.com/mydbops/

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Introducing API Manager 1.7

1. WSO2 API Manager Team Sumedha Rubasinghe WSO2 API Manager 1.7.0 New Features

2. ** About WSO2 ๏ Global enterprise, founded in 2005 by acknowledged leaders in XML, web services technologies, standards and open source ๏ Provides only open source platform-as-a-service for private, public and hybrid cloud deployments ๏ All WSO2 products are 100% open source and released under the Apache License Version 2.0. ๏ Is an Active Member of OASIS, Cloud Security Alliance, OSGi Alliance, AMQP Working Group, OpenID Foundation and W3C. Driven by Innovation Launched first open source API Management solution in 2012 Launched App Factory in 2Q 2013 Launched Enterprise Store and first open source Mobile solution in 4Q 2013

3. ** What we Deliver

4. ** WSO2 API Manager - Introduction ๏ API Management Platform ○ API Publishing ○ API Store ○ Subscription Management ○ Token Management ○ Throttling ○ Statistics ○ Scalable Deployment ๏ Part of award winning WSO2 Carbon Platform ๏ Apache2 Licensed ๏ Utilizes proven WSO2 Components ○ WSO2 Enterprise Service Bus ○ WSO2 Identity Server ○ WSO2 Governance Registry

5. ** Key Components

6. ** API Manager 1.7.0 ○ First release for 2014 ○ Several key features !!

7. ** API Design Wizard - Design Stage

8. ** API Design Wizard - Implement

9. ** API Design Wizard - Implement

10. ** Prototyped APIs

11. ** Prototyped APIs

12. ** Published APIs

13. ** Response

14. ** API Design Wizard - Manage

15. ** API Definition via Swagger

16. ** URI Templates for API Resources

17. ** Fine grained authorization for APIs

18. ** Fine grained authorization for APIs

19. ** Fine grained authorization for APIs

20. ** API usage statistics for developers

21. ** API usage statistics for developers

22. ** API usage statistics for developers

23. ** API usage statistics for developers

24. ** API usage statistics for developers

25. ** Multi-tenant workflow support ● Workflow support for : ○ Subscription ○ Application creation ○ User signup ○ Token generation Registration ● Support for per tenant workflows with 1.7.0

26. ** Token generation workflow ● Invoke a workflow @ the point of generating a token ● Ability to perform custom checks

27. ** Customizable store themes https://<IP>:9443/admin-dashboard/themeupload

28. ** Developer Forum - Public

29. ** Developer forum - Per API

30. ** Documentation Visibility

31. ** New Search Criterias

32. ** Backend endpoint statistics ● Which backend endpoint got invoked?

33. ** NTLM - OAuth2 Integration ● Obtain an OAuth2 token using Windows NTLM Token ● Useful in an Windows authenticated environment

34. ** Re-usable fault handling

35. ** Dynamic workflow/external store Definitions ● Why? ○ API Store - where external developers interact

36. ** Future Directions ● API Everywhere ● Developer focused API Portal ● WSO2 API Cloud

37. ** Business Model