Keskustelualueet Keskustelualueet

Takaisin

Reliable ARA-C01 Real Test - ARA-C01 Latest Study Guide

Reliable ARA-C01 Real Test - ARA-C01 Latest Study Guide
reliable ara-c01 real test ara-c01 latest study guide reliable ara-c01 exam tutorial ara-c01 dumps discount ara-c01 latest exam discount
Vastaus
3.4.2024 2:33


Reliable ARA-C01 Real Test,ARA-C01 Latest Study Guide,Reliable ARA-C01 Exam Tutorial,ARA-C01 Dumps Discount,ARA-C01 Latest Exam Discount

What's more, part of that RealExamFree ARA-C01 dumps now are free: https://drive.google.com/open?id=1decm0SmyJ9ocIHrGJxfPHh9EJOcG-VvE

The best reason for choosing our ARA-C01 exam torrent as your training materials is its reliability and authenticity. Our latest ARA-C01 vce dumps aimed to meet your exam requirements and making it easy for you to obtain high passing score in the ARA-C01 Actual Test. The learning materials provided by our website cover most of key knowledge of ARA-C01 practice exam and the latest updated exam information.

To avoid this situation, we recommend you ARA-C01 real dumps. This product contains everything you need to crack the ARA-C01 certification exam on the first attempt. By choosing RealExamFree's updated dumps, you don't have to worry about appearing in the SnowPro Advanced Architect Certification (ARA-C01) certification exam. RealExamFree Snowflake ARA-C01 Dumps are enough to get you through the SnowPro Advanced Architect Certification (ARA-C01) actual exam on the first try.



Professional Reliable ARA-C01 Real Test for Real Exam

If you purchasing our ARA-C01 simulating questions, you will get a comfortable package services afforded by our considerate after-sales services. We respect your needs toward the useful ARA-C01 practice materials by recommending our ARA-C01 Guide preparations for you. Only in a few minutes, your ordered ARA-C01 exam questions are sent to you, and whenever you have any question on the ARA-C01 practice guide, you can contact with our service at 24/7.

Snowflake SnowPro Advanced Architect Certification Sample Questions (Q103-Q108):

NEW QUESTION # 103
The Data Engineering team at a large manufacturing company needs to engineer data coming from many sources to support a wide variety of use cases and data consumer requirements which include:
1) Finance and Vendor Management team members who require reporting and visualization
2) Data Science team members who require access to raw data for ML model development
3) Sales team members who require engineered and protected data for data monetization What Snowflake data modeling approaches will meet these requirements? (Choose two.)

* A. Create a single star schema in a single database to support all consumers' requirements.
* B. Create a Data Vault as the sole data pipeline endpoint and have all consumers directly access the Vault.
* C. Create a set of profile-specific databases that aligns data with usage patterns.
* D. Create a raw database for landing and persisting raw data entering the data pipelines.
* E. Consolidate data in the company's data lake and use EXTERNAL TABLES.
Answer: C,D

Explanation:
These two approaches are recommended by Snowflake for data modeling in a data lake scenario. Creating a raw database allows the data engineering team to ingest data from various sources without any transformation or cleansing, preserving the original data quality and format. This enables the data science team to access the raw data for ML model development. Creating a set of profile-specific databases allows the data engineering team to apply different transformations and optimizations for different use cases and data consumer requirements. For example, the finance and vendor management team can access a dimensional database that supports reporting and visualization, while the sales team can access a secure database that supports data monetization.
Reference:
Snowflake Data Lake Architecture | Snowflake Documentation
Snowflake Data Lake Best Practices | Snowflake Documentation

NEW QUESTION # 104
A company is using Snowflake in Azure in the Netherlands. The company analyst team also has data in JSON format that is stored in an Amazon S3 bucket in the AWS Singapore region that the team wants to analyze.
The Architect has been given the following requirements:
1. Provide access to frequently changing data
2. Keep egress costs to a minimum
3. Maintain low latency
How can these requirements be met with the LEAST amount of operational overhead?

* A. Copy the data between providers from S3 to Azure Blob storage to collocate, then use Snowpipe for data ingestion.
* B. Use an external table against the S3 bucket in AWS Singapore and copy the data into transient tables.
* C. Use AWS Transfer Family to replicate data between the S3 bucket in AWS Singapore and an Azure Netherlands Blob storage, then use an external table against the Blob storage.
* D. Use a materialized view on top of an external table against the S3 bucket in AWS Singapore.
Answer: B

Explanation:
Option A is the best design to meet the requirements because it uses a materialized view on top of an external table against the S3 bucket in AWS Singapore. A materialized view is a database object that contains the results of a query and can be refreshed periodically to reflect changes in the underlying data1. An external table is a table that references data files stored in a cloud storage service, such as Amazon S32. By using a materialized view on top of an external table, the company can provide access to frequently changing data, keep egress costs to a minimum, and maintain low latency. This is because the materialized view will cache the query results in Snowflake, reducing the need to access the external data files and incur network charges.
The materialized view will also improve the query performance by avoiding scanning the external data files every time. The materialized view can be refreshed on a schedule or on demand to capture the changes in the external data files1.
Option B is not the best design because it uses an external table against the S3 bucket in AWS Singapore and copies the data into transient tables. A transient table is a table that is not subject to the Time Travel and Fail-safe features of Snowflake, and is automatically purged after a period of time3. By using an external table and copying the data into transient tables, the company will incur more egress costs and operational overhead than using a materialized view. This is because the external table will access the external data files every time a query is executed, and the copy operation will also transfer data from S3 to Snowflake. The transient tables will also consume more storage space in Snowflake and require manual maintenance to ensure they are up to date.
Option C is not the best design because it copies the data between providers from S3 to Azure Blob storage to collocate, then uses Snowpipe for data ingestion. Snowpipe is a service that automates the loading of data from external sources into Snowflake tables4. By copying the data between providers, the company will incur high egress costs and latency, as well as operational complexity and maintenance of the infrastructure. Snowpipe will also add another layer of processing and storage in Snowflake, which may not be necessary if the external data files are already in a queryable format.
Option D is not the best design because it uses AWS Transfer Family to replicate data between the S3 bucket in AWS Singapore and an Azure Netherlands Blob storage, then uses an external table against the Blob storage. AWS Transfer Family is a service that enables secure and seamless transfer of files over SFTP, FTPS, and FTP to and from Amazon S3 or Amazon EFS5. By using AWS Transfer Family, the company will incur high egress costs and latency, as well as operational complexity and maintenance of the infrastructure. The external table will also access the external data files every time a query is executed, which may affect the query performance.
References: 1: Materialized Views 2: External Tables 3: Transient Tables 4: Snowpipe Overview 5: AWS Transfer Family

NEW QUESTION # 105
What conditions should be true for a table to consider search optimization

* A. The table is not clustered OR The table is frequently queried on columns other than the primary cluster key
* B. The table can be of any size
* C. The table size is at least 100 GB
Answer: A,C

NEW QUESTION # 106
Which of the below commands will use warehouse credits?

* A. SELECT MAX(FLAKE_ID) FROM SNOWFLAKE;
* B. SHOW TABLES LIKE 'SNOWFL%';
* C. SELECT COUNT(*) FROM SNOWFLAKE;
* D. SELECT COUNT(FLAKE_ID) FROM SNOWFLAKE GROUP BY FLAKE_ID;
Answer: A,C,D

Explanation:
Warehouse credits are used to pay for the processing time used by each virtual warehouse in Snowflake. A virtual warehouse is a cluster of compute resources that enables executing queries, loading data, and performing other DML operations. Warehouse credits are charged based on the number of virtual warehouses you use, how long they run, and their size1.
Among the commands listed in the question, the following ones will use warehouse credits:
SELECT MAX(FLAKE_ID) FROM SNOWFLAKE: This command will use warehouse credits because it is a query that requires a virtual warehouse to execute. The query will scan the SNOWFLAKE table and return the maximum value of the FLAKE_ID column2. Therefore, option B is correct.
SELECT COUNT(*) FROM SNOWFLAKE: This command will also use warehouse credits because it is a query that requires a virtual warehouse to execute. The query will scan the SNOWFLAKE table and return the number of rows in the table3. Therefore, option C is correct.
SELECT COUNT(FLAKE_ID) FROM SNOWFLAKE GROUP BY FLAKE_ID: This command will also use warehouse credits because it is a query that requires a virtual warehouse to execute. The query will scan the SNOWFLAKE table and return the number of rows for each distinct value of the FLAKE_ID column4. Therefore, option D is correct.
The command that will not use warehouse credits is:
SHOW TABLES LIKE 'SNOWFL%': This command will not use warehouse credits because it is a metadata operation that does not require a virtual warehouse to execute. The command will return the names of the tables that match the pattern 'SNOWFL%' in the current database and schema5. Therefore, option A is incorrect.

NEW QUESTION # 107
Following objects can be cloned in snowflake

* A. Temporary table
* B. Internal stages
* C. Permanent table
* D. External tables
* E. Transient table
Answer: C,D,E

Explanation:
Snowflake supports cloning of various objects, such as databases, schemas, tables, stages, file formats, sequences, streams, tasks, and roles. Cloning creates a copy of an existing object in the system without copying the data or metadata. Cloning is also known as zero-copy cloning1.
Among the objects listed in the question, the following ones can be cloned in Snowflake:
Permanent table: A permanent table is a type of table that has a Fail-safe period and a Time Travel retention period of up to 90 days. A permanent table can be cloned using the CREATE TABLE ... CLONE command2. Therefore, option A is correct.
Transient table: A transient table is a type of table that does not have a Fail-safe period and can have a Time Travel retention period of either 0 or 1 day. A transient table can also be cloned using the CREATE TABLE ... CLONE command2. Therefore, option B is correct.
External table: An external table is a type of table that references data files stored in an external location, such as Amazon S3, Google Cloud Storage, or Microsoft Azure Blob Storage. An external table can be cloned using the CREATE EXTERNAL TABLE ... CLONE command3. Therefore, option D is correct.
The following objects listed in the question cannot be cloned in Snowflake:
Temporary table: A temporary table is a type of table that is automatically dropped when the session ends or the current user logs out. Temporary tables do not support cloning4. Therefore, option C is incorrect.
Internal stage: An internal stage is a type of stage that is managed by Snowflake and stores files in Snowflake's internal cloud storage. Internal stages do not support cloning5. Therefore, option E is incorrect.

NEW QUESTION # 108
......

When you take Snowflake ARA-C01 practice exams again and again you get familiar with the SnowPro Advanced Architect Certification (ARA-C01) real test pressure and learn to handle it for better outcomes. Features of the web-based and desktop ARA-C01 Practice Exams are similar. The only difference is that the SnowPro Advanced Architect Certification (ARA-C01) web-based version works online.

ARA-C01 Latest Study Guide: https://www.realexamfree.com/ARA-C01-real-exam-dumps.html

Snowflake Reliable ARA-C01 Real Test Last but not the least, to see your happy smile of success is the best gift to our company, We offer you free update for 365 days, and the update version for ARA-C01 exam dumps will be auto sent to you, Just have a try on our free demo of ARA-C01 exam questions, Pass4cram has variety IT exams, including Cisco exams, IBM exams, Microsoft tests, Oracle tests and other ARA-C01 Latest Study Guide - SnowPro Advanced Architect Certification.

For the record-searching approach, the search method is abstracted (https://www.realexamfree.com/ARA-C01-real-exam-dumps.html) so that it will search any table, To get the good score, the students must learn when to eliminate the questions and the answers.

2024 100% Free ARA-C01 –High-quality 100% Free Reliable Real Test | ARA-C01 Latest Study Guide

Last but not the least, to see your happy smile of success is the best gift to our company, We offer you free update for 365 days, and the update version for ARA-C01 exam dumps will be auto sent to you.

Just have a try on our free demo of ARA-C01 exam questions, Pass4cram has variety IT exams, including Cisco exams, IBM exams, Microsoft tests, Oracle tests and other SnowPro Advanced Architect Certification.

Once you bought ARA-C01 exam dump from our website, you will be allowed to free update your ARA-C01 dump pdf in one-year.

* Fast Download Reliable ARA-C01 Real Test - Leading Offer in Qualification Exams - Practical ARA-C01 Latest Study Guide ?? Easily obtain free download of 「 ARA-C01 」 by searching on ⇛ www.pdfvce.com ⇚ ??ARA-C01 Latest Demo
* ARA-C01 New Braindumps Book ℹ ARA-C01 Latest Real Exam ?? New ARA-C01 Mock Test ?? Search for ➤ ARA-C01 ⮘ and easily obtain a free download on ⇛ www.pdfvce.com ⇚ ❤ARA-C01 Latest Test Simulations
* ARA-C01 Test Collection Pdf ?? ARA-C01 Valid Test Practice ?? ARA-C01 Latest Real Exam ?? [ www.pdfvce.com ] is best website to obtain ➡ ARA-C01 ️⬅️ for free download ⏩Reliable ARA-C01 Study Plan
* Exam ARA-C01 Bible ?? Exam ARA-C01 Flashcards ?? ARA-C01 Valid Exam Sims ?? Download ➤ ARA-C01 ⮘ for free by simply searching on ➥ www.pdfvce.com ?? ??Exam ARA-C01 Bible
* 2024 Unparalleled Snowflake ARA-C01: Reliable SnowPro Advanced Architect Certification Real Test ?? Search on ▛ www.pdfvce.com ▟ for “ ARA-C01 ” to obtain exam materials for free download ??Exam ARA-C01 Bible
* Reliable ARA-C01 Real Test | High Pass-Rate ARA-C01 Latest Study Guide: SnowPro Advanced Architect Certification 100% Pass ?? Search on ▛ www.pdfvce.com ▟ for ➥ ARA-C01 ?? to obtain exam materials for free download ??ARA-C01 Cert
* ARA-C01 Relevant Answers ❔ Latest ARA-C01 Exam Registration ?? Reliable ARA-C01 Cram Materials ?? ⇛ www.pdfvce.com ⇚ is best website to obtain 「 ARA-C01 」 for free download ??ARA-C01 Passed
* Pass Guaranteed 2024 Snowflake ARA-C01: First-grade Reliable SnowPro Advanced Architect Certification Real Test ?? Download ▷ ARA-C01 ◁ for free by simply entering ▷ www.pdfvce.com ◁ website ??ARA-C01 Latest Exam Online
* ARA-C01 Test Collection Pdf ?? ARA-C01 Latest Real Exam ✏ ARA-C01 Latest Demo ?? Easily obtain ✔ ARA-C01 ️✔️ for free download through ➽ www.pdfvce.com ?? ??ARA-C01 New Braindumps Book
* ARA-C01 Latest Demo ⬆ ARA-C01 Latest Test Simulations ?? ARA-C01 Latest Exam Online ?? Search for { ARA-C01 } and obtain a free download on ▷ www.pdfvce.com ◁ ✉ARA-C01 Passed
* Free PDF Quiz 2024 Snowflake ARA-C01 – Reliable Reliable Real Test ⚗ ⮆ www.pdfvce.com ⮄ is best website to obtain ⮆ ARA-C01 ⮄ for free download ??Reliable ARA-C01 Cram Materials
DOWNLOAD the newest RealExamFree ARA-C01 PDF dumps from Cloud Storage for free: https://drive.google.com/open?id=1decm0SmyJ9ocIHrGJxfPHh9EJOcG-VvE
0 (0 Ääniä)