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NEW QUESTION: 1
You have user profile records in your OLPT database, that you want to join with web logs you have already ingested into the Hadoop file system. How will you obtain these user records?
A. Ingest with Flume agents
B. Sqoop import
C. Pig LOAD command
D. Hive LOAD DATA command
E. Ingest with Hadoop Streaming
F. HDFS command
Answer: C
Explanation:
Explanation/Reference:
Apache Hadoop and Pig provide excellent tools for extracting and analyzing data from very large Web logs.
We use Pig scripts for sifting through the data and to extract useful information from the Web logs. We load the log file into Pig using the LOAD command.
raw_logs = LOAD 'apacheLog.log' USING TextLoader AS (line:chararray);
Note 1:
Data Flow and Components
* Content will be created by multiple Web servers and logged in local hard discs. This content will then be pushed to HDFS using FLUME framework. FLUME has agents running on Web servers; these are machines that collect data intermediately using collectors and finally push that data to HDFS.
* Pig Scripts are scheduled to run using a job scheduler (could be cron or any sophisticated batch job solution). These scripts actually analyze the logs on various dimensions and extract the results. Results from Pig are by default inserted into HDFS, but we can use storage implementation for other repositories also such as HBase, MongoDB, etc. We have also tried the solution with HBase (please see the implementation section). Pig Scripts can either push this data to HDFS and then MR jobs will be required to read and push this data into HBase, or Pig scripts can push this data into HBase directly. In this article, we use scripts to push data onto HDFS, as we are showcasing the Pig framework applicability for log analysis at large scale.
* The database HBase will have the data processed by Pig scripts ready for reporting and further slicing and dicing.
* The data-access Web service is a REST-based service that eases the access and integrations with data clients. The client can be in any language to access REST-based API. These clients could be BI- or UI- based clients.
Note 2:
The Log Analysis Software Stack
* Hadoop is an open source framework that allows users to process very large data in parallel. It's based on the framework that supports Google search engine. The Hadoop core is mainly divided into two modules:
1. HDFS is the Hadoop Distributed File System. It allows you to store large amounts of data using multiple commodity servers connected in a cluster.
2. Map-Reduce (MR) is a framework for parallel processing of large data sets. The default implementation is bonded with HDFS.
* The database can be a NoSQL database such as HBase. The advantage of a NoSQL database is that it provides scalability for the reporting module as well, as we can keep historical processed data for reporting purposes. HBase is an open source columnar DB or NoSQL DB, which uses HDFS. It can also use MR jobs to process data. It gives real-time, random read/write access to very large data sets -- HBase can save very large tables having million of rows. It's a distributed database and can also keep multiple versions of a single row.
* The Pig framework is an open source platform for analyzing large data sets and is implemented as a layered language over the Hadoop Map-Reduce framework. It is built to ease the work of developers who write code in the Map-Reduce format, since code in Map-Reduce format needs to be written in Java. In contrast, Pig enables users to write code in a scripting language.
* Flume is a distributed, reliable and available service for collecting, aggregating and moving a large amount of log data (src flume-wiki). It was built to push large logs into Hadoop-HDFS for further processing. It's a data flow solution, where there is an originator and destination for each node and is divided into Agent and Collector tiers for collecting logs and pushing them to destination storage.
Reference: Hadoop and Pig for Large-Scale Web Log Analysis
NEW QUESTION: 2
An IT manager is trying to determine optimal IT service levels. Which of the following should be the PRIMARY consideration?
A. Internal rate of return
B. Cost-benefit analysis
C. Recovery time objective (RTO)
D. Resource utilization analysis
Answer: B
NEW QUESTION: 3
Your network contains an Active Directory domain named contoso.com. The domain contains a server named Server1 that runs Windows Server 2012 R2.
Server1 has the IP Address Management (IPAM) Server feature installed. IPAM is configured currently for Group Policy-based provisioning.
You need to change the IPAM provisioning method on Server1.
What should you do?
A. Run the ipamgc.exe command.
B. Run the Set-IPAMConfigurationcmdlet.
C. Reinstall the IP Address Management (IPAM) Server feature.
D. Delete IPAM Group Policy objects (GPOs) from the domain.
E. Run the ipamgc.exe command.
Answer: C
Explanation:
Explanation/Reference:
Explanation:
You cannot change the provisioning method after completing the initial setup. When you install IPAM and configure either manual OR GPO, you receive the same message about not being able to change the provisioning method. As a matter of fact, I set it up in my lab and configured it as GPO. Here is a copy/ paste of the message that is presently on the IPAM home page in server manager:
"The access configuration mode cannot be modified after completing the IPAM provisioning wizard" Also, the help console in IPAM displays this when searching about provisioning methods: "The managed server provisioning method cannot be changed after you complete the IPAM provisioning wizard."
NEW QUESTION: 4
Sie verwalten eine Microsoft SQL Server 2016-Datenbank.
Sie möchten eine vollständige Sicherung der Datenbank in einer Datei auf der Festplatte erstellen.
Dabei müssen Sie den Fortschritt der Sicherung ausgeben.
Welche Sicherungsoption sollten Sie verwenden?
A. STATISTIKEN
B. IN IT
C. CHECKSUM
D. KOMPRESSION
Answer: A