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Semarchy Interview Questions and Answers
Ques:- I'am new to SAS, can anybody explain the process of extracting data from source systems,storing in ODS and how data modelling is done.
Right Answer:
To extract data from source systems in SAS, you typically use the SAS/ACCESS interface to connect to various data sources (like databases, flat files, etc.). You can write a DATA step or use PROC SQL to pull the data into SAS.

Once the data is extracted, it is stored in an Operational Data Store (ODS) using a SAS library. You can create a library pointing to a specific location where the ODS will reside.

For data modeling, you can use SAS tools like SAS Data Integration Studio or SAS Enterprise Guide to design your data model. This involves defining the structure of your data, including tables, relationships, and data types, and then creating ETL processes to transform and load the data into the ODS.
Ques:- What are the different versions of Informatica?
Right Answer:
The different versions of Informatica include:

1. Informatica PowerCenter
2. Informatica Cloud
3. Informatica Data Quality
4. Informatica MDM (Master Data Management)
5. Informatica Data Integration
6. Informatica Big Data Management
7. Informatica Enterprise Data Catalog

These versions cater to various data integration and management needs.
Ques:- What is Informatica Metadata and where is it stored?
Right Answer:
Informatica Metadata refers to the data that describes other data within the Informatica environment, including information about data sources, transformations, mappings, workflows, and sessions. It is primarily stored in the Informatica Repository Database.
Ques:- What is ETL process ?How many steps ETL contains explain with example?
Right Answer:
ETL stands for Extract, Transform, Load. It is a process used to move data from multiple sources into a data warehouse. The ETL process contains three main steps:

1. **Extract**: Data is collected from various sources, such as databases, CRM systems, or flat files. For example, extracting customer data from a SQL database.

2. **Transform**: The extracted data is cleaned, formatted, and transformed into a suitable structure for analysis. For example, converting date formats and removing duplicates.

3. **Load**: The transformed data is loaded into a target data warehouse or database for analysis. For example, loading the cleaned customer data into a data warehouse for reporting.

These steps ensure that data is accurate, consistent, and ready for analysis.
Ques:- What is the metadata extension?
Right Answer:
Metadata extension refers to additional information that describes the structure, operations, and context of data within a data warehouse or ETL process. It helps in understanding the data's origin, format, and relationships, facilitating better data management and usage.
Ques:- If the entire disk is corrupted how will you and what are the steps to recover the database
Asked In :- semarchy,
Ques:- What is the difference between synchronous and asynchronous API calls
Right Answer:
Synchronous API calls wait for the response before moving on to the next task, while asynchronous API calls allow the program to continue executing other tasks while waiting for the response.
Ques:- What is OAuth and how does it work in API authentication
Right Answer:
OAuth is an open standard for access delegation commonly used for token-based authentication and authorization. It allows third-party applications to access a user's resources without sharing their credentials.

In API authentication, OAuth works by having the user authorize the application to access their data. The process involves:

1. The user is redirected to an authorization server to log in and grant permission.
2. The authorization server issues an access token to the application.
3. The application uses this access token to make API requests on behalf of the user.
4. The API validates the token and grants access to the requested resources.
Ques:- What is JSON and how is it used in APIs
Right Answer:
JSON (JavaScript Object Notation) is a lightweight data interchange format that is easy for humans to read and write, and easy for machines to parse and generate. In APIs, JSON is commonly used to format data exchanged between a client and a server, allowing for structured data representation in requests and responses.
Ques:- What are the different types of APIs
Right Answer:
The different types of APIs are:

1. **Open APIs (Public APIs)** - Available to developers and third parties.
2. **Internal APIs (Private APIs)** - Used within an organization.
3. **Partner APIs** - Shared with specific business partners.
4. **Composite APIs** - Combine multiple endpoints into a single call.
5. **Web APIs** - Accessible over the internet using HTTP/HTTPS.
Ques:- What is the difference between GET, POST, PUT, and DELETE in HTTP
Right Answer:
GET is used to retrieve data from a server, POST is used to send data to a server to create a resource, PUT is used to update an existing resource on the server, and DELETE is used to remove a resource from the server.
Semarchy is a leading provider of master data management (MDM) and data governance solutions. Founded in 2011, the company has quickly established itself as a key player in the field, helping organizations across industries manage and leverage their data more effectively. One of Semarchy's flagship products is the Intelligent Data Hub™ (IDH), a versatile platform designed to empower businesses to master their data and drive better decision-making. The IDH offers a unified approach to managing, governing, and sharing data across the enterprise, enabling organizations to break down silos, improve data quality, and streamline processes. Semarchy's solutions are known for their flexibility, scalability, and ease of use. Whether an organization is looking to consolidate customer data, standardize product information, or ensure compliance with regulatory requirements, Semarchy provides the tools and expertise needed to succeed. In addition to its cutting-edge technology, Semarchy is also recognized for its commitment to customer success. The company works closely with clients to understand their unique challenges and requirements, delivering tailored solutions that meet their specific needs. Semarchy's team of experts provides ongoing support and guidance to help organizations maximize the value of their data investments. With a strong track record of innovation and customer satisfaction, Semarchy continues to be a trusted partner for organizations seeking to unlock the full potential of their data assets.
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