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  • Exam Code: Databricks-Certified-Data-Engineer-Professional
  • Exam Name: Databricks Certified Data Engineer Professional Exam
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NEW QUESTION: 1

A. Option A
B. Option C
C. Option D
D. Option B
Answer: D

NEW QUESTION: 2
A table in one of your database schemas contains only varchar, number, and date data types for the columns.
Which three operations can be offloaded to the Exadata storage servers when doing a smart scan against this table, if no other situations arise that prevent Smart Scan from occurring?
A. Sort merge join filtering
B. Predicate filtering
C. Nested loop Join filtering
D. Hash join filtering
E. Column filtering
F. Virtual column filtering
Answer: B,E,F
Explanation:
Exadata 11.1 Smart Scan operations include:
-Restriction (filtering of rows)
-Projection (filtering of columns)
-Join Filters (Bloom Filters) commonly used in Fact/Dimension joins found in Star Schemas. This
is different than Star Transformation.
Other join operations such as HASH(not E), SORT, SORT-MERGE(not B), NESTED LOOP(not
D), etc. are done by the Oracle Database Grid.
A:Smart Scan Column Filtering Exadata provides column filtering, also called column projection, for table scans. Only the columns requested are returned to the database server rather than all columns in a table. For example, when the following SQL is issued, only the employee_name and employee_number columns are returned from Exadata to the database kernel. SELECT employee_name, employee_number FROM employee_table. For tables with many columns, or columns containing LOBs (Large Objects), the I/O bandwidth saved can be very large. Using both predicate and column filtering dramatically improves performance and reduces I/O bandwidth consumption. In addition, column filtering also applies to indexes, allowing for even faster query performance.
C:Smart Scan Predicate Filtering
Exadata enables predicate filtering for table scans. Only the rows requested are returned to the
database server rather than all rows in a table. For example, when the following SQL is issued
only rows where the employees' hire date is after the specified date are sent from Exadata to the
database instance.
SELECT * FROM employee_table WHERE hire_date > '1-Jan-2003'.
This ability to return only relevant rows to the server greatly improves database performance. This
performance enhancement also applies as queries become more complicated, so the same
benefits also apply to complex queries, including those with subqueries.

NEW QUESTION: 3
Refer to the exhibit. Which two possible reasons why the administrator is unable to log into the
switch remotely are true? (Choose two)
A. The Telnet VTY lines are busy
B. An ACL is configured to reject connections from PC1
C. The Baud rate is misconfigured
D. The user is using the incorrect username
E. SSH is disabled
Answer: A,E

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