mod-manifest.json file?
Choose 2 answers📖 About this Domain
This domain covers Query Tables, the in-memory data structures used within TIBCO Streaming for storing state and reference data. It focuses on their definition, interaction with data streams using the Query operator, and configuration for performance.
🎓 What You Will Learn
- Learn to declare Query Tables, define their schemas, and configure primary keys and secondary indexes for efficient data access.
- Understand how to perform CRUD operations on Query Tables using the Query operator to read, write, update, and delete tuples.
- Discover methods for populating Query Tables, including initial data loading from external sources at application startup.
- Differentiate between on-heap and off-heap table types to optimize memory usage and application performance.
🛠️ Skills You Will Build
- Build stateful stream processing applications by using Query Tables to store and manage reference data.
- Implement data enrichment patterns by joining incoming tuple streams with data stored in Query Tables.
- Optimize application performance by correctly configuring table types, indexing, and data access patterns.
- Develop complex event processing logic that requires fast lookups against in-memory data sets.
💡 Top Tips to Prepare
- Master the configuration of the Query operator, including its Read, Write, Update, and Delete actions.
- Focus on the role of primary keys and secondary indexes and how they impact query performance.
- Practice loading data into Query Tables both programmatically and via configuration files at startup.
- Understand the specific use cases and performance trade-offs between on-heap and off-heap Query Tables.
📖 About this Domain
This domain focuses on the StreamBase Expression Language, the core mechanism for data manipulation and evaluation within StreamBase applications. It covers the syntax, functions, and operators used to process tuple data in real-time. Mastery is critical for building dynamic and responsive event processing logic.
🎓 What You Will Learn
- You will learn the syntax for referencing tuple fields, using literals, and applying arithmetic, logical, and comparison operators.
- You will learn to invoke the extensive library of built-in functions for data type conversion, string manipulation, and list processing.
- You will learn how to construct conditional expressions using if-then-else and the ternary operator for dynamic logic.
- You will learn the rules of data type coercion and how to perform explicit type casting between compatible data types.
🛠️ Skills You Will Build
- You will build the skill to write complex expressions in operators like Filter, Map, and Query to transform and route event streams.
- You will build the ability to define sophisticated predicates for filtering tuples based on multiple field conditions.
- You will build proficiency in manipulating complex data types like lists and nested tuples within an expression.
- You will build the skill to author custom functions and aggregate functions for specialized data processing requirements.
💡 Top Tips to Prepare
- Practice extensively with the Expression Evaluator view in StreamBase Studio to test syntax and function behavior.
- Memorize the function signatures for common data types, especially string, timestamp, and list functions.
- Understand operator precedence to correctly predict the evaluation order of complex expressions.
- Focus on data type casting rules, as incorrect type handling is a common source of runtime errors.
📖 About this Domain
This domain covers the tools and techniques for troubleshooting TIBCO Streaming applications. It focuses on using the StreamBase Studio debugger, analyzing logs, and handling runtime exceptions to ensure application stability and correct data processing.
🎓 What You Will Learn
- Utilize the EventFlow Debugger to set breakpoints, step through operators, and inspect tuple data in transit.
- Configure and interpret log output from StreamBase Server to trace application execution and identify errors.
- Implement error handling patterns using error ports and try-catch blocks to manage exceptions gracefully.
- Use profiling views to analyze application performance and identify processing bottlenecks.
🛠️ Skills You Will Build
- Isolate processing faults by stepping through EventFlow modules and examining tuple schemas and data.
- Perform root cause analysis of runtime failures by interpreting stack traces and log file entries.
- Monitor live application behavior, including tuple flow and operator state, using the debugger's perspectives.
- Develop resilient streaming applications by implementing robust exception handling logic.
💡 Top Tips to Prepare
- Gain practical experience by running applications in debug mode and using all features of the Debug perspective.
- Master the configuration of logback.xml to control logging verbosity for different application components.
- Practice creating test cases that trigger exceptions to validate your error port and try-catch implementations.
- Analyze the Profiling view's output for various applications to understand how to read performance metrics.
📖 About this Domain
StreamBase Studio is the Eclipse-based Integrated Development Environment (IDE) for TIBCO StreamBase. It provides a graphical canvas for developing, debugging, and testing EventFlow and LiveView applications. This domain focuses on the core features, perspectives, and development workflows within the Studio environment.
🎓 What You Will Learn
- Navigate the key perspectives like SB Authoring and SB Test/Debug to manage different phases of the application lifecycle.
- Utilize the visual editor to drag-and-drop operators from the Palette, connect them with arcs, and configure their properties.
- Manage StreamBase projects, including application definition files, EventFlow modules, and project dependencies.
- Use the integrated testing and debugging tools, such as feed simulations and manual input views, to validate tuple flow and application logic.
🛠️ Skills You Will Build
- Proficiency in creating and configuring StreamBase applications using the visual, model-driven development environment.
- Ability to debug EventFlow applications by setting breakpoints, inspecting tuples, and analyzing data streams in the SB Test/Debug perspective.
- Skill in managing project artifacts, including module referencing, extension points, and application packaging.
- Competence in using Studio's views, such as the Outline and Properties views, to efficiently navigate and modify application components.
💡 Top Tips to Prepare
- Memorize the functionality of the main toolbar icons for running, debugging, and terminating applications.
- Practice creating and running feed simulations to effectively test your EventFlow logic with controlled data inputs.
- Become familiar with the Problems view to quickly identify and resolve typecheck errors during development.
- Master the use of the SB Test/Debug perspective to step through applications and inspect tuple data on arcs.
📖 About this Domain
This domain covers the fundamental concepts of TIBCO Streaming for processing real-time data. It introduces the core architecture, StreamBase Server, and the principles of continuous query processing for event-driven applications.
🎓 What You Will Learn
- Understand the core components of the TIBCO Streaming architecture, including StreamBase Server and StreamBase Studio.
- Learn the basics of building applications using the visual EventFlow language to define data processing logic.
- Grasp the concept of continuous queries for analyzing data streams in motion.
- Define data structures using schemas and understand how data flows through the system as tuples.
🛠️ Skills You Will Build
- Navigate the StreamBase Studio IDE to create, debug, and manage TIBCO Streaming projects.
- Design simple EventFlow applications by connecting operators to process incoming data tuples.
- Create and manage schemas to define the structure of data streams within an application.
- Execute and test basic streaming applications within StreamBase Studio to validate processing logic.
💡 Top Tips to Prepare
- Master the TIBCO Streaming component architecture and the distinct roles of each component.
- Practice building a simple EventFlow application to understand the flow of tuples through operators.
- Differentiate between traditional database queries and the continuous queries used in stream processing.
- Focus on the concept of schemas and how they enforce data types on streams and in operators.
📖 About this Domain
This domain covers the creation, instantiation, and management of modules in TIBCO StreamBase. Modules are reusable EventFlow applications that encapsulate specific processing logic. Understanding modules is fundamental for building scalable and maintainable stream processing applications.
🎓 What You Will Learn
- You will learn to create a module definition, which encapsulates a set of components and defines its interface through input and output streams.
- You will learn to use a Module Reference component to instantiate a module within another EventFlow application.
- You will learn to define and use module parameters to configure instances of a module at runtime.
- You will learn about the scope of schemas and constants when defined within a module versus the containing application.
🛠️ Skills You Will Build
- You will build the skill to design and develop modular, reusable stream processing logic.
- You will build the ability to encapsulate complex functionality into a single, configurable component.
- You will build proficiency in managing dependencies and data flow between a parent application and its referenced modules.
- You will build the capability to construct complex, hierarchical applications by nesting modules.
💡 Top Tips to Prepare
- Practice creating a simple EventFlow application and then refactoring a portion of its logic into a separate module.
- Focus on the Properties view for the Module Reference component, especially how to map streams and set parameter values.
- Understand the difference between defining a parameter in the module definition and setting its value in the module reference.
- Build a multi-level application with nested modules to master parameter passing and stream connections through hierarchies.
📖 About this Domain
This domain covers the operators and techniques for combining multiple data streams in a TIBCO StreamBase application. It focuses on correlating, merging, and enriching tuples from different sources using specific EventFlow operators.
🎓 What You Will Learn
- Learn the function of the Join operator to correlate tuples from two streams based on join keys and predicates.
- Understand how to use the Union operator to merge multiple streams with identical schemas into a single output stream.
- Explore using the Query operator with Query Tables to enrich an incoming data stream with static or reference data.
- Differentiate the behavior and output of inner joins versus outer joins within the Join operator's configuration.
🛠️ Skills You Will Build
- Configure Join operator properties, including join conditions, windowing, and output field expressions in EventFlow.
- Implement data enrichment patterns by connecting a Query operator to a data-filled Query Table.
- Construct applications that merge data flows from multiple input adapters using the Union operator.
- Manage state and memory by correctly setting the tuple buffer sizes for the Join operator's input ports.
💡 Top Tips to Prepare
- Practice building EventFlows that use both inner and outer join types to master their distinct tuple output logic.
- Focus on the schema requirements for the Union operator, as mismatched schemas are a common point of failure.
- Master the interaction between the Query operator and Query Tables, including data loading and primary key lookups.
- Review the order of operations and predicate evaluation within the Join operator's properties.
📖 About this Domain
This domain covers TIBCO LiveView Web, the standard web-based client for building interactive, real-time dashboards. It focuses on the configuration of cards, data sources, and customization of the user interface to visualize data from TIBCO Streaming applications.
🎓 What You Will Learn
- Learn to assemble dashboards by adding and configuring various card types such as grids, charts, and maps.
- Understand how to connect cards to LiveView data tables and apply LiveQL queries for data filtering and aggregation.
- Explore the customization of dashboards and cards using custom CSS stylesheets and JavaScript extensions.
- Master the management of workspaces, including saving, loading, and publishing dashboard configurations for users.
🛠️ Skills You Will Build
- You will build the ability to construct and deploy real-time visualization dashboards for streaming data applications.
- You will gain proficiency in modifying the LiveView Web UI using web-standard technologies like CSS and JavaScript.
- You will be able to package and deploy a complete LiveView fragment project that includes custom web configurations.
- You will learn to integrate server-side alert rules with card visualizations for proactive monitoring.
💡 Top Tips to Prepare
- Practice configuring the properties of all primary card types, focusing on data source settings and visualization options.
- Memorize the directory structure for a LiveView fragment project, specifically where web assets like lv-web/js and lv-web/css are located.
- Focus on the syntax for LiveQL queries used within card data source configurations to filter and shape data.
- Review the process for publishing dashboards and understand how role-based permissions impact user access to data and UI components.
📖 About this Domain
This domain covers the fundamental runtime architecture of TIBCO Streaming. It focuses on the components of a StreamBase Server (sbd), including nodes and engines, and how they process data streams. You will learn the core concepts of application deployment and high availability.
🎓 What You Will Learn
- Understand the StreamBase Server (sbd) process and its role in hosting one or more nodes for application execution.
- Learn how engines within a node execute EventFlow or LiveView fragments and manage tuple processing.
- Identify the structure of a TIBCO Streaming application archive and its deployment configuration files like sbd.sbconf.
- Grasp high availability (HA) and fault tolerance concepts, including active-passive and active-active configurations.
🛠️ Skills You Will Build
- Ability to design scalable streaming application architectures using distributed nodes and engines.
- Competence in configuring deployment topologies for both on-premises and containerized environments.
- Skill in architecting resilient systems by implementing appropriate high availability and fault tolerance patterns.
- Capability to analyze the runtime behavior of a streaming application by understanding its underlying server and node structure.
💡 Top Tips to Prepare
- Memorize the hierarchy: A StreamBase Server (sbd) contains nodes, and nodes contain engines.
- Practice with the `sbd` command-line tool to start, stop, and manage streaming nodes and applications.
- Draw diagrams of active-passive and active-active HA configurations to solidify your understanding of data replication and failover.
- Review the contents of a sample application archive (.zip) to understand how EventFlow modules and configurations are packaged.
📖 About this Domain
This domain focuses on extending the core functionality of TIBCO Streaming applications. It covers the development of custom components using Java and the integration of external libraries to handle specialized processing logic.
🎓 What You Will Learn
- You will learn to implement the Java Operator API to create custom, stateful processing logic within an EventFlow application.
- You will learn to develop and register custom Java Functions using the Function API for use within StreamBase expressions.
- You will learn the procedure for including and referencing external third-party JAR files within a StreamBase project's build path.
- You will learn how to create and configure a StreamBase extension point project to package custom components for deployment.
🛠️ Skills You Will Build
- You will build the skill to write Java code that correctly implements the StreamBase Operator and Function APIs for custom processing.
- You will build proficiency in managing project dependencies and configuring the Java Build Path in TIBCO Streaming Studio.
- You will build the ability to encapsulate complex algorithms into reusable StreamBase operators and functions.
- You will build the skill to debug custom Java code interacting with the StreamBase runtime environment.
💡 Top Tips to Prepare
- Focus on the core methods of the Operator API, such as processTuple() and typecheck(), as they are critical for custom operator implementation.
- Practice adding an external JAR file to a project's classpath and calling its methods from a custom Java component.
- Understand the role and syntax of the plugin.xml file for registering custom components with the StreamBase runtime.
- Clearly differentiate the use cases for a stateful custom Operator versus a stateless custom Function.
📖 About this Domain
This domain covers the fundamental data constructs and manipulation techniques within TIBCO Streaming applications. It focuses on defining data schemas, using various data types, and applying the StreamBase expression language to process tuples.
🎓 What You Will Learn
- Define and use simple, complex, and capture data types to structure streaming data.
- Utilize the StreamBase expression language syntax for data transformation and filtering.
- Work with data constructs like tuples, lists, and named schemas for organizing data flow.
- Implement logic for handling and testing null values within data streams.
🛠️ Skills You Will Build
- Ability to create and manage named schemas for consistent data structures across EventFlow modules.
- Proficiency in authoring complex expressions using functions for data cleansing, enrichment, and aggregation.
- Skill in casting and converting between different data types within StreamBase expressions.
- Competence in manipulating nested tuples and lists for processing hierarchical data.
💡 Top Tips to Prepare
- Practice extensively with the Expression Editor to master function syntax and operators.
- Understand the scope and reusability of named schemas versus schemas defined on arcs.
- Memorize common functions for string manipulation, timestamp calculations, and list processing.
- Build test applications that specifically create, deconstruct, and modify tuples and lists.
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