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5.In this problem and the next one, we’re going to make a very simple spam checker program by just looking ...

ooking at how likely a given email is to be spam based on the words it contains. In particular, in this problem we’re going to count how often words are present in spam emails within some set of training data (which here means a set of emails that have already been marked as spam or not spam manually). We have already started to write a function spam_score(spam_file, not_file, word), which takes in two filenames, along with a target word (a lowercase string). Both filenames refer to text files which must be in the same directory as hw07.py (we’ve provided several such files in hw07files.zip). The text files contain one email per line (really just the subject line to keep things simple) - you can assume that these emails will be a series of words separated by spaces with no punctuation. The first file contains emails that have been identified as spam, the second contains emails that have been identified as not spam. Since you haven’t learned File I/O yet, we’ve provided code that opens the two files and puts the data into two lists of strings (where each element is one line - that is, one email). You then must complete the function, so that it returns the spam score for the target word. The spam score is an integer representing the total number of times the target word occurs across all the spam emails, minus the total number of times the word occurs in not-spam emails. Convert all words to lowercase before counting, to ensure capitalization does not throw off the count.
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IBM WebSphere Application:

WebSphere Application Server (WAS) is a web application server that runs on IBM's WebSphere platform. It is, more precisely, a software framework and middleware for hosting Java-based web applications. It is the centerpiece of IBM's WebSphere software suite.

 

IBM WebSphere Application Sample Questions:

Question 1: What does FFDC stand for?

 

(a) Failure First Data Capture

(b) First Failure Data Capture

(c) Fail Fail Data Capture

(d) Fault Failure Data Capture


Answer: (b)

Explanation: First Failure Data Capture (FFDC) is used in order to collect information on the events and conditions that lead to a failure so that they don't have to recreate it.

 

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Question 2: JDBC is?

 

(a) Driver 

(b) Connector 

(c) API

(d) Java Connector


Answer: (c)

Explanation: The JavaSoft specification for a standard application programming interface (API) that allows Java programmes to access database management systems is known as Java database connectivity (JDBC).

 

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Question 3: Which component in a WebSphere cell design constitutes a single point of failure?

 

(a) EJB container

(b) Deployment manager

(c) Web container

(d) HTTP server


Answer: (b)

Explanation: The deployment manager is an administrative application that runs in a special application server that is generated when you install the WebSphere Application Server Network Deployment product or when you use the deployment manager profile template to establish a management profile.

 

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Question 4: Which of the following statements concerning the FFDC feature is correct?

 

(a) FFDC logs are mainly intended for application development teams.

(b) The application server needs to be restarted after enabling FFDC.

(c) FFDC information is stored in an optimized relational database.

(d) FFDC does not affect the performance of the WebSphere application server.

Answer: (d)

Explanation: FFDC is the abbreviation for "First Failure Data Capture."

 

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Question 5: Which of the following statements concerning WebSphere Application Server ND's Load Balancer Edge component is correct?

 

(a) Performance is reduced due to the routing algorithm. 

(b) It provides session affinity. 

(c) The load cannot be balanced by it on platform attributes or unique applications.

(d) It does not provide for site selection.


Answer: (b)

Explanation: Incoming requests are routed to the proper server based on a set of criteria, which may involve load balancing requests over multiple servers.

 

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Question 6: Which changes to Web module parameters would result in a faster response time for Web clients?

 

(a) By disabling load on startup

(b) By setting the distributable flag

(c) By setting the reload interval to 20 seconds or less

(d) By enabling the pre-compile JSP option


Answer: (d)

Explanation: Enabling pre-compile JSP option in Web module parameters would result in a faster response time for Web clients.

 

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Question 7: Which configuration choice is the easiest to maintain and operate if a Web server is placed in the intranet, behind the DMZ (Demilitarized Zone)?

 

(a) The web server in an unmanaged node

(b) The web server in a stand-alone profile

(c) The web server in a managed node

(d) None of the above


Answer: (cc

Explanation: WebSphere Application Server, Java Message Service (JMS) servers, web servers, and generic servers can all be found on a managed node in a cell.

 

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Question 8: An administrator would like to verify that HTML resources are isolated amongst Web modules running on a server for security reasons. Which of the administrator's settings should be changed?

 

(a) Class loader configuration

(b) HTTPS port configuration

(c) Admin console configuration

(d) Virtual host configuration


Answer: (d)

Explanation: For configuration reasons, a virtual host is a configuration entity that allows WebSphere Application Server to handle numerous host machines or port numbers as a single logical host (virtual host). Multiple aliases can be assigned to each virtual host.

 

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Question 9: Which of the following are the two most popular SSL encryption techniques?

 

(a) 40 and 164

(b) 128 and 256

(c) 40 and 128  

(d) None of the above


Answer: (c)

Explanation: 40 and 128 are the two most popular SSL encryption techniques. SSL (Secure Sockets Layer) is an Internet security protocol that uses encryption.

 

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Question 10: Which servlet is appropriate for validating system configuration after installation and application server profile creation?

 

(a) WScript

(b) Snoop

(c) Hit Count

(d) None of these


Answer: (b)

Explanation: Snoop servlet is appropriate for validating system configuration after installation and application server profile creation.

 

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