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Correct Valid Test Talend-Core-Developer Tutorial & Leader in Qualification Exams & Trustable Talend-Core-Developer: Talend Core Certified Developer Exam
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Talend Core Certified Developer Exam Sample Questions (Q28-Q33):
NEW QUESTION # 28
Which type of task can be added to a plan in Talend Management Console?
- A. Big Data tasks
- B. Routes
- C. Jobs
- D. Data services
Answer: C
Explanation:
Comprehensive and Detailed Explanation:
In Talend Management Console (TMC), aplanis a sequence of tasks executed in a defined order. The types of tasks that can be added to a plan include:
* Jobs (Option D):Standard data integration tasks designed in Talend Studio.
* Big Data tasks (Option B):Tasks involving big data processing.
* Routes (Option C):Tasks related to messaging routes.
However,Data services (Option A)refer to web services and are not typically added as tasks within a plan.
NEW QUESTION # 29
Which statements are true about the execution logs of a task running on a Remote Engine? Choose 2 answers.
- A. Logs are stored in the file system of the server where the Remote Engine is running.
- B. Logs are stored in an H2 database hosted on the server where the Remote Engine is running.
- C. Logs are stored in Parquet format on the server where the Remote Engine is running.
- D. Logs can be downloaded from Talend Management Console.
Answer: A,D
Explanation:
Comprehensive and Detailed Explanation:
When a task executes on a Talend Remote Engine, the execution logs are handled as follows:
* Logs are stored in the file system of the server where the Remote Engine is running (Option A):
* The Remote Engine writes execution logs to its local file system, typically in plain text or log formats. These logs provide detailed information about the task's execution and are essential for troubleshooting and monitoring.
* Logs can be downloaded from Talend Management Console (Option C):
* Talend Management Console (TMC) aggregates execution logs from Remote Engines, allowing users to access and download them directly through the TMC interface. This centralized access simplifies monitoring and debugging across multiple environments.
Why not other options?
* Option B:While some components of Talend may use H2 databases for internal purposes, execution logs are not typically stored in an H2 database on the Remote Engine server.
* Option D:Execution logs are generally stored in plain text or standard log formats, not in Parquet format. Parquet is a columnar storage file format commonly used for efficient data processing, not for logging purposes.
NEW QUESTION # 30
Which aspects contribute to the calculation of the validity of a dataset? Choose 2 answers.
- A. Number of empty rows across the dataset sample
- B. Use of user ratings and certification
- C. Use of semantic types across the dataset sample
- D. Number of valid and invalid values across the dataset sample
Answer: C,D
Explanation:
Comprehensive and Detailed Explanation:
The validity of a dataset in Talend's Trust Score framework is determined by:
* Number of valid and invalid values across the dataset sample (Option B):
* This metric assesses the quality of the data by evaluating the proportion of valid entries compared to invalid ones. A higher number of valid values indicates better data quality.
* Use of semantic types across the dataset sample (Option C):
* Semantic types help in understanding the meaning and context of data fields. Consistent and correct application of semantic types ensures that data is interpreted accurately, contributing to its validity.
Why not other options?
* Option A: User ratings and certification pertain to the popularity axis, reflecting user trust and endorsement, not the intrinsic validity of the data.
* Option D: The number of empty rows relates to the completeness axis, indicating missing data, rather than directly affecting validity.
NEW QUESTION # 31
Whatare the key capabilities of Talend Cloud Data Preparation that improve data quality and accessibility?
Choose 2 answers
- A. Standardize data
- B. Transform
- C. Cleanse data
- D. Discover
Answer: A,C
NEW QUESTION # 32
In Talend Studio, you have access to a references project named project_ref. You need to reuse a Job named testJob from the project_ref in your main Job.
- A. Right-click Job Designs, click Crete Standard Job, and enter testJob as the Job name.
- B. Right-click Job Designs and click import items.
- C. Navigate to @ Referenced project, @ project_ref, Job Designs, Standard, then select testJob.
- D. Navigate to Metadata, @ project ref, Job Designs, Standard, then select testJob.
Answer: C
Explanation:
To reuse a job named testJob from a referenced project named project_ref in your main job, you need to navigate to @Referenced project, @project_ref, Job Designs, Standard, then select testJob. A referenced project is a project that can be accessed from another project in read-only mode. You can add a referenced project to your main project by using the Project Settings window in Talend Studio. You can then browse the items (such as jobs, metadata, routines, etc.) of the referenced project in the Repository tree view under the
@Referenced project node. You can drag and drop any item from the referenced project to your main job design workspace.
You do not need to use import items, create standard job, or navigate to Metadata options. These options are not used to reuse jobs from referenced projects. The import items option is used to import items (such as jobs, metadata, routines, etc.) from an archive file that can be exported from another project or workspace. The create standard job option is used to create a new job with a name and a description. The Metadata node in the Repository tree view is used to store and manage metadata definitions for various data sources (such as databases, files, web services,etc.). References: Talend Open Studio: Open-source ETL and Free Data Integration | Talend, [Referenced projects - 7.3]
NEW QUESTION # 33
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