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NEW QUESTION: 1
Welche der folgenden Aussagen liefert den BESTEN Beweis für die Wirksamkeit der Audit-Qualitätsmanagement-Verfahren einer Organisation?
A. Qualität der unabhängigen Bewertungsergebnisse
B. Qualität der Auditoren-Leistungsbeurteilungen
C. Anzahl der Ressourcen für Qualitätskontrollverfahren
D. Anzahl der im jährlichen Prüfungsplan durchgeführten Prüfungen
Answer: A

NEW QUESTION: 2
You create a new Diversity form for a specific country but the system does not allow you to activate the form. What are two reasons for this? (Choose two.)
A. A question is repeated in the form.
B. One or more of the questions has not been activated.
C. A form description was not entered.
D. There are not enough diversity questions associated with the form.
E. There is already a Diversity form associated with the same location.
Answer: A,B

NEW QUESTION: 3
Your company is performing data preprocessing for a learning algorithm in Google Cloud Dataflow.
Numerous data logs are being are being generated during this step, and the team wants to analyze them.
Due to the dynamic nature of the campaign, the data is growing exponentially every hour. The data scientists have written the following code to read the data for a new key features in the logs.
BigQueryIO.Read
.named("ReadLogData")
.from("clouddataflow-readonly:samples.log_data")
You want to improve the performance of this data read. What should you do?
A. Use .fromQuery operation to read specific fields from the table.
B. Call a transform that returns TableRow objects, where each element in the PCollexction represents a single row in the table.
C. Use of both the Google BigQuery TableSchema and TableFieldSchema classes.
D. Specify the Tableobject in the code.
Answer: A
Explanation:
BigQueryIO.read.from() directly reads the whole table from BigQuery. This function exports the whole table to temporary files in Google Cloud Storage, where it will later be read from. This requires almost no computation, as it only performs an export job, and later Dataflow reads from GCS (not from BigQuery).
BigQueryIO.read.fromQuery() executes a query and then reads the results received after the query execution. Therefore, this function is more time-consuming, given that it requires that a query is first executed (which will incur in the corresponding economic and computational costs).