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Databricks Certified Professional Data Engineer Exam Sample Questions (Q169-Q174):

NEW QUESTION # 169
you are currently working on creating a spark stream process to read and write in for a one-time micro batch, and also rewrite the existing target table, fill in the blanks to complete the below command sucesfully.
1.spark.table("sourcetable")
2..writeStream
3..option("", "dbfs:/location/silver")
4..outputMode("")
5..trigger(Once=__)
6..table("targettable")

• A. checkpointlocation, True, complete
• B. targetlocation, overwrite, True
• C. checkpointlocation, True, overwrite
• D. checkpointlocation, complete, True
• E. checkpointlocation, overwrite, True

Answer: D
NEW QUESTION # 170
Which of the following python statement can be used to replace the schema name and table name in the query statement?

• A. 1.tablename = "sales"
  2.schemaname = "bronze"
  3.query = f"select * from schemaname.tablename"
• B. 1.tablename = "sales"
  2.schemaname = "bronze"
  3.query = f"select * from + schemaname +"."+tablename"
• C. 1.tablename = "sales"
  2.schemaname = "bronze"
  3.query = "select * from {schemaname}.{tablename}"
• D. 1.tablename = "sales"
  2.schemaname = "bronze"
  3.query = f"select * from { schemaname}.{tablename}"

Answer: D Explanation:
Explanation
Answer is
tablename = "sales"
query = f"select * from {schemaname}.{table_name}"
f strings can be used to format a string. f" This is string {python variable}"
https://realpython.com/python-f-strings/
NEW QUESTION # 171
Suppose there are three events then which formula must always be equal to P(E1|E2,E3)?

• A. P(E1,E2|E3)P(E3)
• B. P(E1,E2,E3)P(E1)/P(E2:E3)
• C. P(E1,E2;E3)/P(E2,E3)
• D. P(E1,E2,E3)P(E2)P(E3)
• E. P(E1,E2|E3)P(E2|E3)P(E3)

Answer: C Explanation:
Explanation
This is an application of conditional probability: P(E1,E2)=P(E1|E2)P(E2). so
P(E1|E2) = P(E1.E2)/P(E2)
P(E1,E2,E3)/P(E2,E3)
If the events are A and B respectively, this is said to be "the probability of A given B"
It is commonly denoted by P(A|B):or sometimes PB(A). In case that both "A" and "B" are categorical
variables, conditional probability table is typically used to represent the conditional probability.
NEW QUESTION # 172
Which of the following tool provides Data Access control, Access Audit, Data Lineage, and Data discovery?

• A. Lakehouse
• B. DELTA LIVE Pipelines
• C. Unity Catalog
• D. Data Governance
• E. DELTA lake

Answer: C
NEW QUESTION # 173
Which of the following type of tasks cannot setup through a job?

• A. DELTA LIVE PIPELINE
• B. Notebook
• C. Python
• D. Spark Submit
• E. Databricks SQL Dashboard refresh

Answer: E
NEW QUESTION # 174
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