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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do? A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage. C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore D. Load the data every 30 minutes into a new partitioned table in BigQuery. Answer: D
QUESTION NO: 2 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 3 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
QUESTION NO: 4 You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers. A. Publisher throughput quota is too small. B. The subscriber code cannot keep up with the messages. C. The subscriber code does not acknowledge the messages that it pulls. D. Error handling in the subscriber code is not handling run-time errors properly. E. Total outstanding messages exceed the 10-MB maximum. Answer: B,D
QUESTION NO: 5 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
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Updated: May 27, 2022
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Google Cloud Certified Professional-Data-Engineer It costs both time and money.
The Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Practice Questions Pdf training pdf provided by Goldmile-Infobiz is really the best reference material you can get from anywhere. Besides, the pollster conducted surveys of public opinions of our Valid Dumps Professional-Data-Engineer Questions study engine and get desirable outcomes that more than 98 percent of exam candidates feel rewarding after using our Valid Dumps Professional-Data-Engineer Questions actual exam. And we enjoy their warm feedbacks to show and prove that we really did a good job in this career.
The Professional-Data-Engineer Practice Questions Pdf practice exam we offered is designed with the real questions that will help you in enhancing your knowledge about the Professional-Data-Engineer Practice Questions Pdf certification exam. Our online test engine will improve your ability to solve the difficulty of Professional-Data-Engineer Practice Questions Pdf real questions and get used to the atmosphere of the formal test. Our experts created the valid Professional-Data-Engineer Practice Questions Pdf study guide for most of candidates to help them get good result with less time and money.
Google Professional-Data-Engineer Practice Questions Pdf - Your life will be even more exciting.
After our practice materials were released ten years ago, they have been popular since then and never lose the position of number one in this area. Our Professional-Data-Engineer Practice Questions Pdf practice quiz has authority as the most professional exam material unlike some short-lived Professional-Data-Engineer Practice Questions Pdf exam materials. Targeting exam candidates of the exam, we have helped over tens of thousands of exam candidates achieved success now. So you can be successful by make up your mind of our Professional-Data-Engineer Practice Questions Pdf training guide.
The price of our Professional-Data-Engineer Practice Questions Pdf learning guide is among the range which you can afford and after you use our Professional-Data-Engineer Practice Questions Pdf study materials you will certainly feel that the value of the Professional-Data-Engineer Practice Questions Pdf exam questions far exceed the amount of the money you pay for the pass rate of our practice quiz is 98% to 100% which is unmarched in the market. Choosing our Professional-Data-Engineer Practice Questions Pdf study guide equals choosing the success and the perfect service.
Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do? A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage. C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore D. Load the data every 30 minutes into a new partitioned table in BigQuery. Answer: D
QUESTION NO: 2 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 3 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
QUESTION NO: 4 You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers. A. Publisher throughput quota is too small. B. The subscriber code cannot keep up with the messages. C. The subscriber code does not acknowledge the messages that it pulls. D. Error handling in the subscriber code is not handling run-time errors properly. E. Total outstanding messages exceed the 10-MB maximum. Answer: B,D
QUESTION NO: 5 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
Oracle 1z1-809 - Are you still satisfied with your present job? Do you still have the ability to deal with your job well? Do you think whether you have the competitive advantage when you are compared with people working in the same field? If your answer is no，you are a right place now. HP HPE7-A08 - We believe our consummate after-sale service system will make our customers feel the most satisfactory. So our ITIL ITIL-4-Foundation training prep is definitely making your review more durable. We believe the online version of our Microsoft SC-300-KRpractice quiz will be very convenient for you. All the advandages of our Network Appliance NS0-076 exam braindumps prove that we are the first-class vendor in this career and have authority to ensure your success in your first try on Network Appliance NS0-076 exam.
Professional-Data-Engineer Practice Questions Pdf & Professional-Data-Engineer Valid Exam Dumps Pdf - Google Professional-Data-Engineer Reliable Exam Collection Pdf - Goldmile-Infobiz
As an enthusiasts in IT industry, are you preparing for the important Professional-Data-Engineer Practice Questions Pdf exam? Why not let our Goldmile-Infobiz to help you? We provide not only the guarantee for you to pass Professional-Data-Engineer Practice Questions Pdf exam, but also the relaxing procedure of Professional-Data-Engineer Practice Questions Pdf exam preparation and the better after-sale service. Your test pass rate is going to reach more than 99% if you are willing to use our Professional-Data-Engineer Practice Questions Pdf study materials with a high quality. So it is worthy for you to buy our Professional-Data-Engineer Practice Questions Pdf practice prep. Not every company can make such a promise of "no help, full refund" as our Goldmile-Infobiz.
Google Cloud Certified Professional-Data-Engineer It costs both time and money.
The Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Practice Questions Pdf training pdf provided by Goldmile-Infobiz is really the best reference material you can get from anywhere. Besides, the pollster conducted surveys of public opinions of our Valid Dumps Professional-Data-Engineer Questions study engine and get desirable outcomes that more than 98 percent of exam candidates feel rewarding after using our Valid Dumps Professional-Data-Engineer Questions actual exam. And we enjoy their warm feedbacks to show and prove that we really did a good job in this career.
The Professional-Data-Engineer Practice Questions Pdf practice exam we offered is designed with the real questions that will help you in enhancing your knowledge about the Professional-Data-Engineer Practice Questions Pdf certification exam. Our online test engine will improve your ability to solve the difficulty of Professional-Data-Engineer Practice Questions Pdf real questions and get used to the atmosphere of the formal test. Our experts created the valid Professional-Data-Engineer Practice Questions Pdf study guide for most of candidates to help them get good result with less time and money.
Google Professional-Data-Engineer Practice Questions Pdf - Your life will be even more exciting.
After our practice materials were released ten years ago, they have been popular since then and never lose the position of number one in this area. Our Professional-Data-Engineer Practice Questions Pdf practice quiz has authority as the most professional exam material unlike some short-lived Professional-Data-Engineer Practice Questions Pdf exam materials. Targeting exam candidates of the exam, we have helped over tens of thousands of exam candidates achieved success now. So you can be successful by make up your mind of our Professional-Data-Engineer Practice Questions Pdf training guide.
The price of our Professional-Data-Engineer Practice Questions Pdf learning guide is among the range which you can afford and after you use our Professional-Data-Engineer Practice Questions Pdf study materials you will certainly feel that the value of the Professional-Data-Engineer Practice Questions Pdf exam questions far exceed the amount of the money you pay for the pass rate of our practice quiz is 98% to 100% which is unmarched in the market. Choosing our Professional-Data-Engineer Practice Questions Pdf study guide equals choosing the success and the perfect service.
Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do? A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage. C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore D. Load the data every 30 minutes into a new partitioned table in BigQuery. Answer: D
QUESTION NO: 2 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 3 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
QUESTION NO: 4 You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers. A. Publisher throughput quota is too small. B. The subscriber code cannot keep up with the messages. C. The subscriber code does not acknowledge the messages that it pulls. D. Error handling in the subscriber code is not handling run-time errors properly. E. Total outstanding messages exceed the 10-MB maximum. Answer: B,D
QUESTION NO: 5 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
Oracle 1z1-809 - Are you still satisfied with your present job? Do you still have the ability to deal with your job well? Do you think whether you have the competitive advantage when you are compared with people working in the same field? If your answer is no，you are a right place now. HP HPE7-A08 - We believe our consummate after-sale service system will make our customers feel the most satisfactory. So our ITIL ITIL-4-Foundation training prep is definitely making your review more durable. We believe the online version of our Microsoft SC-300-KRpractice quiz will be very convenient for you. All the advandages of our Network Appliance NS0-076 exam braindumps prove that we are the first-class vendor in this career and have authority to ensure your success in your first try on Network Appliance NS0-076 exam.
